2025-07-03 Derivatives Futures and Options Insights


๐Ÿ“Š KOSPI200 Opening Strategy Overview (Automated Trading System using Kiwoom Open API+ and Python)

This report provides a detailed overview of the opening strategy implemented in the KOSPI200 futures and options automated trading system.
Built on the Kiwoom Open API+ and Python, the system is designed to analyze market conditions in real time and manage risks effectively before market entry.

โฑ๏ธ Opening Time: 07-03 09:00

โœ… System Flow: Strategy Initialization โ†’ Live Price Monitoring โ†’ Auto Order Execution on Entry Condition โ†’ Auto Exit on Target Margin or Risk Trigger

๐Ÿ“‹ Strategy Components

๐Ÿ“Œ Strategy Summary Pair trading strategy using KOSPI200 futures involving short or long positions in both call and put options. Designed to adapt to both neutral and volatile market phases.
๐Ÿ“ˆ Price Movement Detection When the real-time price fluctuation exceeds 0.1% compared to the futures reference price, the system detects and evaluates entry conditions.
โš™๏ธ Option Price Collection The system collects real-time option quotes for ยฑ9 strike prices around the at-the-money strike. If futures prices move beyond 0.1%, the data is saved in the database and used for strategy analysis and backtesting.
๐Ÿ” Market Speed Analysis Market speed is categorized as fast or slow based on the frequency and volume of trades. Different trading scenarios are applied accordingly.
๐Ÿงญ Basis Analysis By analyzing the basis (price difference) between the near-month and next-month futures, the system identifies arbitrage and market inefficiency opportunities.
๐Ÿ“… Conditional Strategy Branching Right after the market opens, the strategy branches into defensive or trending models depending on volatility and trade density.
๐Ÿง  System Architecture Refined through real-trade-based backtesting, the entire processโ€”monitoring, order placement, and exitโ€”is fully automated.
๐Ÿ›ก๏ธ Risk Management Logic The system proactively exits positions or switches strategy modes when significant market direction shifts or option mispricings occur.

๐Ÿ“Š This strategy utilizes a high-frequency trading algorithm capable of responding instantly to rapid price fluctuations,
and is designed to achieve fully automated trading through live price analysis and rule-based execution.

๐Ÿ“ˆ Note: This system also generates an automated end-of-day summary report, allowing you to quantitatively evaluate daily trade performance and strategy results.



๐Ÿงฎ (โฑ๏ธ 07-03 09:00) Delta-Based Center Strike Identification Algorithm

๐Ÿ“Œ Purpose: To determine a market-neutral central strike (ATM) by analyzing the delta symmetry between call and put options.

๐Ÿ“ Definition of Center Strike The strike at which the call delta (+0.5) and put delta (โ€“0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
๐Ÿ” Scanning Methodology The algorithm slides through call and put delta pairs in blocks of three, checking whether the central delta lies within the adjusted tolerance range of the opposite sideโ€™s delta.
๐Ÿ“Š Delta Comparison Logic Delta thresholds are calculated based on the put side, then the call delta is checked for containment within this band. The reverse check is also performedโ€”from call to putโ€”to validate mutual alignment.
๐Ÿ“ Adjustment Mechanism The difference between deltas is divided into four segments to derive tolerance bands, ensuring a balanced zone that avoids overly narrow or excessively wide boundaries.
โœ… ATM Identification Condition If both call and put deltas fall within each otherโ€™s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
โš™๏ธ Strategic Benefit By mathematically validating delta symmetry, this method eliminates subjectivity and provides a quantitative basis for determining the central strike. It serves as a foundational input for sophisticated algorithmic trading models.
โš ๏ธ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ยฑ9 strike data points is recommended for robust analysis.
๐Ÿ’ก Practical Applications The identified center strike can be used for hedge baselines, reference points in straddle/strangle strategies, volatility indicators, and auto-trade condition triggers.

๐Ÿง  Unlike simple price averaging, this delta-based ATM detection relies on the balance of market sensitivity (delta), enabling more precise and data-driven decision-making. (Automated Trading System using Kiwoom Open API+ and Python)

๐Ÿ“Œ Note: The same center strike identification logic is applied not only in real-time strategy execution but also in backtesting evaluations and automated report generation for the previous trading day.

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
4,624 64 0.46 86 0.48 6.50 0.47 440.00 25.75 95.70 23.90 1 22.70 1 0
3,384 23 0.61 37 0.63 8.89 0.62 437.50 28.10 93.95 21.55 1 20.40 2 0
5,208 5 0.81 10 0.83 11.91 0.82 435.00 21.05 91.67 19.20 2 18.20 2 0
5,683 18 1.08 21 1.10 15.60 1.09 432.50 20.50 88.77 16.80 2 15.95 3 0
6,138 6 1.43 7 1.45 20.00 1.44 430.00 13.55 78.01 14.60 3 13.95 2 27
3,765 4 1.87 7 1.89 25.11 1.88 427.50 13.15 80.90 12.50 2 11.60 2 4
4,314 2 2.43 3 2.48 30.87 2.43 425.00 10.55 69.13 10.55 1 9.57 2 53
1,993 1 3.15 3 3.19 37.18 3.18 422.50 8.01 60.17 8.83 1 8.16 2 24
1,402 3 4.07 3 4.12 43.90 4.10 420.00 7.04 55.52 7.23 3 7.02 1 226
1,007 2 5.17 2 5.29 50.89 5.21 417.50 5.78 49.16 5.80 1 5.72 1 642
831 5 6.44 3 6.74 57.79 6.48 415.00 4.59 42.21 4.64 5 4.50 5 804
100 2 7.93 4 8.25 65.87 8.16 412.50 3.60 35.45 3.61 2 3.54 5 632
167 1 9.63 1 10.10 72.13 9.94 410.00 2.79 29.08 2.81 3 2.78 4 1,533
34 2 11.35 2 12.10 70.08 12.05 407.50 2.17 23.27 2.18 2 2.14 6 1,701
16 2 13.25 2 14.05 82.60 14.25 405.00 1.64 18.15 1.65 4 1.64 11 3,935
6 2 15.35 3 16.25 87.70 16.75 402.50 1.25 13.77 1.26 12 1.25 1 2,570
11 3 17.65 3 18.50 85.77 18.05 400.00 0.97 10.15 0.98 8 0.96 31 3,530
6 1 20 1 20.95 89.49 20 397.50 0.74 7.26 0.75 8 0.74 7 3,261
12 1 22.20 2 23.25 92.47 23.45 395.00 0.58 5.04 0.59 92 0.57 100 2,871

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.



๐Ÿ“Š (โฑ๏ธ 07-03 09:04) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 418.3 419.0 416.6 22,647 419.6 0.7 2.0 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 418.75 419.8 417.5 43 420.68 1.61 3.54 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 418.3 419.6 0.7 2.0 -1.3 +1.30
๐Ÿ“™ Next Month 418.75 420.68 1.61 3.54 -1.93 +1.93

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 9 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 09:04, total 9 points)
As of 07-03 09:04, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 09:04

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 418.3, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
6,436 69 0.49 42 0.50 6.70 0.49 440.00 25.75 95.70 23.55 1 22.20 1 0
4,224 15 0.65 19 0.66 9.13 0.66 437.50 28.10 93.95 21.20 1 19.90 1 0
6,731 27 0.86 37 0.88 12.30 0.87 435.00 18.35 88.11 18.60 2 17.95 2 1
8,053 20 1.14 31 1.16 16.07 1.15 432.50 20.50 88.77 16.45 2 15.75 2 0
8,290 6 1.52 14 1.53 20.55 1.52 430.00 13.75 79.84 14.10 2 13.60 2 35
5,527 4 1.99 2 2 25.73 2 427.50 13.05 76.71 12.25 2 11.50 2 5
6,174 1 2.60 2 2.62 31.56 2.62 425.00 10 68.61 10.30 3 10 3 60
2,529 1 3.37 3 3.39 37.74 3.40 422.50 8.01 60.17 8.65 3 8.12 2 24
2,148 2 4.32 2 4.35 44.48 4.37 420.00 6.68 55.22 7.08 4 6.68 3 260
1,230 1 5.46 2 5.55 51.62 5.48 417.50 5.45 48.55 5.50 1 5.46 1 989
1,020 2 6.80 2 6.91 58.56 6.88 415.00 4.29 41.63 4.36 1 4.31 2 1,030
133 4 7.91 3 8.71 65.20 8.55 412.50 3.39 34.72 3.41 1 3.37 5 1,014
206 3 10.05 2 10.40 71.44 10.20 410.00 2.64 28.41 2.65 3 2.63 3 2,355
36 2 11.60 2 12.35 75.42 10.85 407.50 2.02 22.83 2.04 3 2.02 5 3,059
20 2 13.75 2 14.50 81.85 13.90 405.00 1.54 17.63 1.57 10 1.55 17 5,776
6 3 15.90 2 16.60 87.70 16.75 402.50 1.19 13.43 1.21 26 1.19 25 4,152
11 3 18.15 2 18.85 85.77 18.05 400.00 0.93 9.88 0.94 38 0.93 7 5,307
6 2 20.35 1 21.30 89.49 20 397.50 0.73 7.00 0.74 82 0.72 64 4,439
14 1 22.65 2 23.60 94.35 21.95 395.00 0.57 4.89 0.58 63 0.57 26 3,778

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฌ Completed Option Positions (State: 9)

This table shows option orders that were fully executed, where the State value is 9.
It includes details such as order ID, position type (Buy/Sell), and timestamps for transmission, acceptance, and execution,
making it useful for order flow analysis and backtesting.

๐Ÿ“ฌ List of Completed Option Orders
Code Position Sent Time Accepted Time Filled Time Order ID
301W7405 ๐Ÿ“ˆ Long 09:03:28.176 09:03:28.434 09:03:28.792 0902_0903_0903_4989
201W7430 ๐Ÿ“ˆ Long 09:03:27.426 09:03:27.738 09:03:27.770 0902_0903_0903_4989
โ„น๏ธ Explanation
  • Position is marked as ๐Ÿ“ˆ Long or ๐Ÿ“‰ Short for easy understanding.
  • Time columns follow the flow of Sent โ†’ Accepted โ†’ Filled to track the full order process.
  • Order ID is a unique identifier for each transaction, used in strategy validation and audit trails.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
201W7430 1 ๐Ÿ“ˆ Long
301W7405 1 ๐Ÿ“ˆ Long

๐Ÿ“Œ Unclosed Call-Put 1:1 Long Pairs

This table shows Call and Put options that were bought together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“ˆ Unclosed Long Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.5 301W7405 1.53 0902_0903_0903_4989

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7405 0.02 0.01 0.03
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.



๐Ÿงฎ (โฑ๏ธ 07-03 09:14) Delta-Based Center Strike Identification Algorithm

๐Ÿ“Œ Purpose: To determine a market-neutral central strike (ATM) by analyzing the delta symmetry between call and put options.

๐Ÿ“ Definition of Center Strike The strike at which the call delta (+0.5) and put delta (โ€“0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
๐Ÿ” Scanning Methodology The algorithm slides through call and put delta pairs in blocks of three, checking whether the central delta lies within the adjusted tolerance range of the opposite sideโ€™s delta.
๐Ÿ“Š Delta Comparison Logic Delta thresholds are calculated based on the put side, then the call delta is checked for containment within this band. The reverse check is also performedโ€”from call to putโ€”to validate mutual alignment.
๐Ÿ“ Adjustment Mechanism The difference between deltas is divided into four segments to derive tolerance bands, ensuring a balanced zone that avoids overly narrow or excessively wide boundaries.
โœ… ATM Identification Condition If both call and put deltas fall within each otherโ€™s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
โš™๏ธ Strategic Benefit By mathematically validating delta symmetry, this method eliminates subjectivity and provides a quantitative basis for determining the central strike. It serves as a foundational input for sophisticated algorithmic trading models.
โš ๏ธ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ยฑ9 strike data points is recommended for robust analysis.
๐Ÿ’ก Practical Applications The identified center strike can be used for hedge baselines, reference points in straddle/strangle strategies, volatility indicators, and auto-trade condition triggers.

๐Ÿง  Unlike simple price averaging, this delta-based ATM detection relies on the balance of market sensitivity (delta), enabling more precise and data-driven decision-making. (Automated Trading System using Kiwoom Open API+ and Python)

๐Ÿ“Œ Note: The same center strike identification logic is applied not only in real-time strategy execution but also in backtesting evaluations and automated report generation for the previous trading day.

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
4,599 175 0.47 196 0.49 5.86 0.48 442.50 27.85 97.01 0 0 1.76 1 0
11,143 101 0.62 65 0.63 8.12 0.63 440.00 25.75 95.70 21.85 2 21 2 0
7,687 11 0.83 19 0.84 10.91 0.84 437.50 28.10 93.95 19.45 2 18.70 2 0
12,288 21 1.09 6 1.10 14.39 1.10 435.00 17.65 87.40 17.10 2 16.65 2 2
14,997 7 1.44 14 1.46 18.56 1.45 432.50 20.50 88.77 15 2 14.55 1 0
15,588 10 1.89 8 1.91 23.43 1.90 430.00 13.30 78.58 13 2 12.45 2 41
8,341 1 2.46 4 2.48 28.97 2.47 427.50 10.95 72.71 11.05 2 10.55 2 6
9,136 3 3.17 2 3.20 35.09 3.19 425.00 9.11 65.09 9.17 3 8.77 3 80
3,628 3 4.07 1 4.10 41.51 4.08 422.50 7.30 58.41 7.57 3 7.22 1 63
3,772 3 5.14 3 5.19 48.36 5.17 420.00 5.86 51.50 5.86 3 5.82 2 413
2,432 1 6.41 1 6.50 55.26 6.42 417.50 4.66 45.30 4.67 1 4.62 1 1,938
1,529 3 7.86 3 7.99 62.22 7.96 415.00 3.63 37.78 3.65 2 3.61 2 1,539
213 3 9.36 2 9.70 67.83 9.53 412.50 2.80 31.30 2.82 1 2.79 3 1,586
294 1 11.45 3 11.65 73.91 11.35 410.00 2.15 25.21 2.16 5 2.14 11 4,165
129 3 13.25 30 13.50 79.43 13.35 407.50 1.65 19.98 1.65 7 1.64 6 5,028
30 2 15.30 2 15.65 84.64 15.50 405.00 1.26 15.33 1.27 16 1.26 7 8,508
16 3 17.50 2 18.10 88.60 17.80 402.50 0.98 11.36 0.98 31 0.96 47 6,999
16 3 19.75 2 20.40 91.57 20.05 400.00 0.76 8.29 0.76 11 0.75 96 8,059
6 3 21.95 2 22.65 89.49 20 397.50 0.60 5.80 0.60 15 0.59 134 6,754

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.



๐Ÿงฎ (โฑ๏ธ 07-03 09:22) Delta-Based Center Strike Identification Algorithm

๐Ÿ“Œ Purpose: To determine a market-neutral central strike (ATM) by analyzing the delta symmetry between call and put options.

๐Ÿ“ Definition of Center Strike The strike at which the call delta (+0.5) and put delta (โ€“0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
๐Ÿ” Scanning Methodology The algorithm slides through call and put delta pairs in blocks of three, checking whether the central delta lies within the adjusted tolerance range of the opposite sideโ€™s delta.
๐Ÿ“Š Delta Comparison Logic Delta thresholds are calculated based on the put side, then the call delta is checked for containment within this band. The reverse check is also performedโ€”from call to putโ€”to validate mutual alignment.
๐Ÿ“ Adjustment Mechanism The difference between deltas is divided into four segments to derive tolerance bands, ensuring a balanced zone that avoids overly narrow or excessively wide boundaries.
โœ… ATM Identification Condition If both call and put deltas fall within each otherโ€™s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
โš™๏ธ Strategic Benefit By mathematically validating delta symmetry, this method eliminates subjectivity and provides a quantitative basis for determining the central strike. It serves as a foundational input for sophisticated algorithmic trading models.
โš ๏ธ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ยฑ9 strike data points is recommended for robust analysis.
๐Ÿ’ก Practical Applications The identified center strike can be used for hedge baselines, reference points in straddle/strangle strategies, volatility indicators, and auto-trade condition triggers.

๐Ÿง  Unlike simple price averaging, this delta-based ATM detection relies on the balance of market sensitivity (delta), enabling more precise and data-driven decision-making. (Automated Trading System using Kiwoom Open API+ and Python)

๐Ÿ“Œ Note: The same center strike identification logic is applied not only in real-time strategy execution but also in backtesting evaluations and automated report generation for the previous trading day.

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
14,623 10 0.53 134 0.54 6.80 0.53 440.00 25.75 95.70 23 2 22.15 2 0
9,979 2 0.71 58 0.72 9.34 0.71 437.50 28.10 93.95 20.60 1 19.85 2 0
17,036 12 0.94 30 0.95 12.40 0.94 435.00 17.90 87.14 18.05 2 17.70 2 3
20,169 25 1.24 27 1.26 16.19 1.25 432.50 15.80 83.60 15.90 2 15.50 2 6
22,839 19 1.64 23 1.66 20.69 1.65 430.00 12.35 76.23 13.80 2 13.40 2 43
10,886 4 2.16 3 2.17 25.89 2.16 427.50 11.50 73.77 11.75 2 11.40 2 7
11,394 3 2.81 3 2.83 31.73 2.82 425.00 8.73 63.74 9.96 3 9.58 2 86
4,320 2 3.61 2 3.64 37.90 3.60 422.50 8.12 61.25 8.28 3 7.69 2 97
5,080 1 4.61 2 4.65 44.81 4.59 420.00 6.52 55.11 6.57 4 6.48 1 682
3,492 1 5.78 6 5.84 51.81 5.82 417.50 5.21 48.19 5.24 1 5.18 2 2,324
1,734 2 7.15 3 7.27 58.53 7.16 415.00 4.10 41.25 4.12 1 4.08 3 1,952
278 3 8.54 3 8.84 66.08 8.69 412.50 3.19 34.54 3.21 3 3.18 2 2,247
364 4 10.35 3 10.65 72.06 10.35 410.00 2.47 28.25 2.48 3 2.46 4 5,650
186 2 12.20 2 12.60 78.11 12.60 407.50 1.90 22.53 1.91 9 1.89 6 6,849
38 2 14.30 2 14.70 84.85 15.75 405.00 1.46 17.51 1.46 3 1.45 19 10,867
19 3 16.50 2 16.80 89.17 18.05 402.50 1.13 13.17 1.13 24 1.11 47 8,618
28 3 18.70 2 19.10 90.43 18.70 400.00 0.88 9.72 0.88 59 0.86 57 9,992
7 2 21 1 21.45 94.46 22.50 397.50 0.69 6.92 0.69 94 0.68 34 8,527
27 3 23.10 10 23.75 95.93 24.25 395.00 0.54 4.79 0.55 120 0.54 13 6,096

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.



๐Ÿ“Š (โฑ๏ธ 07-03 09:31) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 418.2 420.45 416.6 59,641 419.6 0.6 2.0 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 419.85 421.25 417.5 136 421.33 2.07 3.55 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 418.2 419.6 0.6 2.0 -1.4 +1.40
๐Ÿ“™ Next Month 419.85 421.33 2.07 3.55 -1.48 +1.48

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 28 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 09:31, total 28 points)
As of 07-03 09:31, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 09:31

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 418.2, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
17,528 97 0.45 11 0.46 6.76 0.46 440.00 25.75 95.70 23.10 2 21.75 2 0
11,847 24 0.60 6 0.61 9.21 0.61 437.50 20.05 90.75 20.70 3 18.95 3 1
20,680 20 0.81 2 0.82 12.30 0.82 435.00 17.90 87.14 18.45 2 17.90 2 3
24,399 16 1.09 2 1.10 16.07 1.10 432.50 15.80 83.60 16.10 3 15.10 3 6
28,540 8 1.46 3 1.47 20.55 1.47 430.00 13.35 79.35 14.15 2 13.35 2 46
13,019 4 1.94 6 1.96 25.73 1.95 427.50 11.50 73.77 11.95 2 11.45 2 7
12,850 1 2.56 2 2.58 31.56 2.57 425.00 9.90 68.79 10.20 3 9.57 2 90
4,779 1 3.34 1 3.39 37.92 3.35 422.50 7.94 61.25 8.33 1 7.65 2 102
5,814 1 4.29 3 4.35 44.67 4.30 420.00 6.55 55.63 6.79 3 6.63 1 801
3,675 1 5.40 1 5.54 51.62 5.44 417.50 5.41 48.38 5.43 1 5.35 2 2,590
1,883 2 6.82 2 7.09 58.56 6.88 415.00 4.25 41.44 4.27 1 4.23 1 2,249
326 4 8.29 1 8.42 65.28 8.31 412.50 3.34 34.72 3.35 2 3.31 1 2,594
369 3 10 2 10.50 71.25 10.30 410.00 2.58 28.41 2.59 4 2.56 3 6,995
187 1 12 2 12.50 77.13 12.40 407.50 1.98 22.68 1.98 1 1.97 4 8,278
40 2 14.05 2 14.80 82.35 14.35 405.00 1.52 17.63 1.53 30 1.51 8 13,520
20 3 15.80 2 16.60 87.28 17 402.50 1.16 13.58 1.18 16 1.16 1 10,445
47 3 18.40 2 18.80 90.19 18.55 400.00 0.90 9.70 0.92 36 0.90 22 11,626
7 3 20.50 2 21.70 94.46 22.50 397.50 0.71 7.00 0.72 41 0.71 14 10,415
33 1 23.05 3 24 95.17 23.55 395.00 0.56 4.88 0.57 30 0.56 18 6,906

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“Š (โฑ๏ธ 07-03 09:33) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 418.2 420.45 416.6 61,174 419.67 0.53 2.0 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 419.35 421.25 417.5 137 421.22 1.68 3.55 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 418.2 419.67 0.53 2.0 -1.47 +1.47
๐Ÿ“™ Next Month 419.35 421.22 1.68 3.55 -1.87 +1.87

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 30 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 09:33, total 30 points)
As of 07-03 09:33, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 09:33

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 418.2, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
18,129 123 0.44 43 0.46 6.82 0.45 440.00 25.75 95.70 23.50 2 21.75 2 0
12,020 31 0.59 1 0.60 9.30 0.60 437.50 20.05 90.75 21.05 2 18.95 2 1
21,058 10 0.80 6 0.81 12.40 0.80 435.00 17.90 87.14 18.60 2 17.50 2 3
24,981 9 1.07 19 1.09 16.19 1.08 432.50 15.80 83.60 16.15 2 15.55 2 6
29,174 2 1.45 14 1.46 20.69 1.45 430.00 13.95 79.33 14 3 13.45 2 47
13,229 3 1.91 6 1.93 25.89 1.92 427.50 11.50 73.77 11.95 2 11.45 2 7
13,015 1 2.53 2 2.55 31.73 2.54 425.00 9.90 68.79 10.20 3 9.63 2 90
4,854 1 3.26 1 3.33 38.11 3.29 422.50 7.94 61.25 8.39 3 7.65 2 102
5,949 1 4.23 2 4.28 44.86 4.23 420.00 6.79 55.14 6.82 1 6.69 1 815
3,707 6 5.35 2 5.51 51.81 5.40 417.50 5.39 48.19 5.42 1 5.36 1 2,623
1,891 2 6.74 2 7.08 58.64 6.80 415.00 4.28 41.25 4.29 1 4.24 1 2,307
332 2 8.28 3 8.76 65.43 8.34 412.50 3.34 34.54 3.34 3 3.30 1 2,640
373 3 10 2 10.40 71.18 10.35 410.00 2.58 28.25 2.58 1 2.56 3 7,150
187 2 11.90 2 12.50 77.13 12.40 407.50 1.98 22.53 1.99 3 1.98 1 8,467
40 2 13.85 2 14.50 82.35 14.35 405.00 1.52 17.51 1.52 23 1.51 7 14,040
57 3 16.05 5 16.35 86.58 16.40 402.50 1.17 13.23 1.18 15 1.16 5 10,704
48 1 18.15 2 19.25 90.28 18.35 400.00 0.91 9.72 0.92 43 0.90 24 11,837
7 3 20.50 2 21.70 94.46 22.50 397.50 0.71 6.93 0.72 42 0.71 10 10,687
34 1 22.95 3 24 95.21 23.05 395.00 0.56 4.83 0.57 44 0.56 7 6,963

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿงฎ (โฑ๏ธ 07-03 09:46) Delta-Based Center Strike Identification Algorithm

๐Ÿ“Œ Purpose: To determine a market-neutral central strike (ATM) by analyzing the delta symmetry between call and put options.

๐Ÿ“ Definition of Center Strike The strike at which the call delta (+0.5) and put delta (โ€“0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
๐Ÿ” Scanning Methodology The algorithm slides through call and put delta pairs in blocks of three, checking whether the central delta lies within the adjusted tolerance range of the opposite sideโ€™s delta.
๐Ÿ“Š Delta Comparison Logic Delta thresholds are calculated based on the put side, then the call delta is checked for containment within this band. The reverse check is also performedโ€”from call to putโ€”to validate mutual alignment.
๐Ÿ“ Adjustment Mechanism The difference between deltas is divided into four segments to derive tolerance bands, ensuring a balanced zone that avoids overly narrow or excessively wide boundaries.
โœ… ATM Identification Condition If both call and put deltas fall within each otherโ€™s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
โš™๏ธ Strategic Benefit By mathematically validating delta symmetry, this method eliminates subjectivity and provides a quantitative basis for determining the central strike. It serves as a foundational input for sophisticated algorithmic trading models.
โš ๏ธ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ยฑ9 strike data points is recommended for robust analysis.
๐Ÿ’ก Practical Applications The identified center strike can be used for hedge baselines, reference points in straddle/strangle strategies, volatility indicators, and auto-trade condition triggers.

๐Ÿง  Unlike simple price averaging, this delta-based ATM detection relies on the balance of market sensitivity (delta), enabling more precise and data-driven decision-making. (Automated Trading System using Kiwoom Open API+ and Python)

๐Ÿ“Œ Note: The same center strike identification logic is applied not only in real-time strategy execution but also in backtesting evaluations and automated report generation for the previous trading day.

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
9,679 11 0.44 107 0.45 5.72 0.44 442.50 27.85 97.01 25.05 1 23.30 1 0
20,846 80 0.58 11 0.59 8.12 0.60 440.00 25.75 95.70 22.70 1 20.95 1 0
13,356 3 0.78 21 0.79 10.73 0.78 437.50 20.05 90.75 19.40 2 18.70 3 1
23,812 16 1.03 17 1.05 14.14 1.04 435.00 17.90 87.14 17 2 16.65 2 3
28,757 12 1.37 6 1.38 18.28 1.37 432.50 15.80 83.60 14.90 2 14.50 2 6
34,074 4 1.81 7 1.82 23.11 1.81 430.00 12.75 77.94 12.90 2 12.60 2 55
14,949 5 2.37 5 2.39 28.59 2.38 427.50 10.70 71.70 10.95 2 10.55 2 9
14,569 4 3.08 2 3.10 34.70 3.09 425.00 9 65.22 9.37 3 8.86 2 97
5,434 1 3.97 1 3.99 41.26 3.98 422.50 7.33 59.09 7.62 3 7.26 2 107
6,907 3 5.03 1 5.07 48.20 5.06 420.00 5.88 51.47 5.97 1 5.88 1 905
3,872 2 6.29 2 6.35 54.84 6.31 417.50 4.72 45.16 4.73 2 4.68 1 2,814
2,122 4 7.53 2 7.89 61.95 7.75 415.00 3.69 38.02 3.70 2 3.67 1 2,667
377 5 9.16 2 9.66 68.10 9.40 412.50 2.86 31.58 2.87 2 2.85 2 2,999
403 1 11.30 2 11.45 74.45 11.30 410.00 2.21 25.55 2.21 3 2.20 3 8,187
211 2 13.10 2 13.50 80.14 13.40 407.50 1.70 20.31 1.70 12 1.68 13 9,937
41 2 15.25 2 15.55 82.80 14.45 405.00 1.30 15.48 1.31 19 1.29 22 16,416
97 3 17.45 2 17.90 86.91 16.50 402.50 1.01 11.56 1.01 13 1 26 11,821
71 3 19.75 1 20.20 91.77 20 400.00 0.79 8.36 0.79 1 0.78 42 13,128
7 2 21.05 1 22.70 94.46 22.50 397.50 0.62 5.78 0.63 77 0.62 67 11,593

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.



๐Ÿ“Š (โฑ๏ธ 07-03 10:17) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 421.0 421.0 416.6 88,508 421.63 1.38 2.01 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 421.7 421.7 417.5 174 423.23 2.04 3.57 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 421.0 421.63 1.38 2.01 -0.63 +0.63
๐Ÿ“™ Next Month 421.7 423.23 2.04 3.57 -1.53 +1.53

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 43 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 10:17, total 43 points)
As of 07-03 10:17, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 10:17

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 421.0, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
11,523 104 0.47 3 0.48 6.55 0.47 442.50 27.85 97.01 23.40 1 22.35 1 0
25,987 50 0.63 12 0.64 8.80 0.63 440.00 25.75 95.70 21 1 20.05 1 0
16,233 27 0.84 23 0.86 11.70 0.85 437.50 18.50 88.49 18.35 2 18.05 2 14
29,685 11 1.13 15 1.14 15.39 1.13 435.00 17.90 87.14 16.15 2 15.90 2 3
36,282 21 1.50 4 1.51 19.73 1.51 432.50 15.80 83.60 14.15 2 13.30 3 6
43,229 13 1.98 22 2 24.80 1.99 430.00 11.95 75.38 12.15 3 11.75 1 64
18,585 5 2.60 5 2.62 30.49 2.61 427.50 10.35 70.17 10.25 2 9.63 2 14
17,878 6 3.37 2 3.39 36.71 3.39 425.00 8.24 63.40 8.57 4 8.06 2 118
6,197 1 4.34 2 4.36 43.39 4.35 422.50 6.76 56.91 6.79 3 6.62 3 178
11,195 1 5.48 10 5.50 50.59 5.50 420.00 5.35 49.41 5.37 1 5.34 2 1,508
4,290 2 6.85 1 6.89 57.07 6.89 417.50 4.22 42.96 4.24 3 4.20 3 3,282
2,475 6 8.32 6 8.45 63.93 8.40 415.00 3.30 35.76 3.30 3 3.27 3 3,244
462 3 9.92 2 10.55 70.21 10 412.50 2.55 29.67 2.54 1 2.53 1 3,641
453 3 11.75 2 12.15 75.89 12 410.00 1.95 23.59 1.95 5 1.94 5 10,098
342 2 13.95 1 14.40 81.10 14 407.50 1.49 18.53 1.50 18 1.48 18 11,795
53 2 16.15 4 16.35 85.42 16 405.00 1.14 14.22 1.15 9 1.14 17 19,740
108 3 18.30 2 18.65 89.16 18.10 402.50 0.89 10.38 0.89 17 0.88 42 13,382
81 2 20.45 1 20.95 92.29 20.70 400.00 0.69 7.58 0.70 51 0.69 68 15,174
19 2 22.90 1 23.35 94.32 22.55 397.50 0.55 5.33 0.56 110 0.55 12 13,443

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฌ Completed Option Positions (State: 9)

This table shows option orders that were fully executed, where the State value is 9.
It includes details such as order ID, position type (Buy/Sell), and timestamps for transmission, acceptance, and execution,
making it useful for order flow analysis and backtesting.

๐Ÿ“ฌ List of Completed Option Orders
Code Position Sent Time Accepted Time Filled Time Order ID
301W7410 ๐Ÿ“‰ Short 10:16:38.553 10:16:38.912 10:16:38.943 0946_1011_1016_8949
201W7430 ๐Ÿ“‰ Short 10:16:39.692 10:16:39.910 10:16:39.957 0946_1011_1016_8949
โ„น๏ธ Explanation
  • Position is marked as ๐Ÿ“ˆ Long or ๐Ÿ“‰ Short for easy understanding.
  • Time columns follow the flow of Sent โ†’ Accepted โ†’ Filled to track the full order process.
  • Order ID is a unique identifier for each transaction, used in strategy validation and audit trails.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
301W7410 1 ๐Ÿ“‰ Short
201W7430 1 ๐Ÿ“‰ Short

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.93 301W7410 1.97 0946_1011_1016_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7410 -0.06 0.02 -0.04
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿงฎ (โฑ๏ธ 07-03 11:01) Delta-Based Center Strike Identification Algorithm

๐Ÿ“Œ Purpose: To determine a market-neutral central strike (ATM) by analyzing the delta symmetry between call and put options.

๐Ÿ“ Definition of Center Strike The strike at which the call delta (+0.5) and put delta (โ€“0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
๐Ÿ” Scanning Methodology The algorithm slides through call and put delta pairs in blocks of three, checking whether the central delta lies within the adjusted tolerance range of the opposite sideโ€™s delta.
๐Ÿ“Š Delta Comparison Logic Delta thresholds are calculated based on the put side, then the call delta is checked for containment within this band. The reverse check is also performedโ€”from call to putโ€”to validate mutual alignment.
๐Ÿ“ Adjustment Mechanism The difference between deltas is divided into four segments to derive tolerance bands, ensuring a balanced zone that avoids overly narrow or excessively wide boundaries.
โœ… ATM Identification Condition If both call and put deltas fall within each otherโ€™s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
โš™๏ธ Strategic Benefit By mathematically validating delta symmetry, this method eliminates subjectivity and provides a quantitative basis for determining the central strike. It serves as a foundational input for sophisticated algorithmic trading models.
โš ๏ธ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ยฑ9 strike data points is recommended for robust analysis.
๐Ÿ’ก Practical Applications The identified center strike can be used for hedge baselines, reference points in straddle/strangle strategies, volatility indicators, and auto-trade condition triggers.

๐Ÿง  Unlike simple price averaging, this delta-based ATM detection relies on the balance of market sensitivity (delta), enabling more precise and data-driven decision-making. (Automated Trading System using Kiwoom Open API+ and Python)

๐Ÿ“Œ Note: The same center strike identification logic is applied not only in real-time strategy execution but also in backtesting evaluations and automated report generation for the previous trading day.

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
34,411 144 0.41 20 0.42 6.69 0.42 440.00 25.75 95.70 23.20 1 22.10 1 0
21,301 68 0.56 36 0.57 9.33 0.56 437.50 18.50 88.49 20.65 1 20 1 14
37,314 33 0.76 16 0.77 12.44 0.76 435.00 17.90 87.14 18.15 2 17.85 2 3
43,365 28 1.03 5 1.04 15.95 1.03 432.50 15.80 83.60 15.95 2 15.55 2 6
50,954 1 1.40 20 1.41 20.41 1.40 430.00 13.45 79.03 13.80 2 13.35 2 93
23,231 5 1.87 7 1.88 25.58 1.87 427.50 10.65 71.60 11.90 2 11.30 2 22
21,242 4 2.48 3 2.50 31.39 2.48 425.00 9.11 66.65 9.98 3 9.29 2 148
7,292 2 3.26 2 3.29 38.27 3.25 422.50 7.77 61.12 8.10 3 7.71 2 338
13,105 2 4.22 2 4.25 44.48 4.23 420.00 6.49 55.52 6.51 1 6.46 2 2,324
4,709 2 5.39 1 5.43 51.56 5.39 417.50 5.14 48.58 5.18 2 5.13 1 4,147
2,889 2 6.75 4 6.89 58.67 6.76 415.00 4.04 41.63 4.06 2 4.03 4 4,139
530 2 8.31 2 8.60 65.38 8.34 412.50 3.16 34.46 3.16 5 3.12 7 4,571
497 2 10.10 2 10.40 71.40 10.15 410.00 2.41 28.46 2.42 10 2.40 7 13,553
358 1 12 2 12.30 78.67 12.60 407.50 1.85 22.47 1.85 11 1.83 16 14,850
66 2 14.05 1 14.20 83.55 14.85 405.00 1.42 17.76 1.42 17 1.41 6 23,725
115 3 16.15 2 16.75 88.15 17.20 402.50 1.09 13.45 1.09 26 1.08 27 16,123
111 3 18.30 1 18.70 90.98 19.35 400.00 0.84 9.83 0.85 83 0.83 57 17,947
20 2 20.65 1 21.25 93.89 21.60 397.50 0.66 6.91 0.66 28 0.65 75 15,214
36 1 23.55 1 24.80 95.89 24.50 395.00 0.50 4.02 0.52 1 0.51 122 7,567

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.



๐Ÿ“Š (โฑ๏ธ 07-03 11:04) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 418.2 421.45 416.6 114,395 419.3 0.9 2.0 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 419.15 422.1 417.5 203 420.87 1.82 3.54 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 418.2 419.3 0.9 2.0 -1.1 +1.10
๐Ÿ“™ Next Month 419.15 420.87 1.82 3.54 -1.72 +1.72

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 51 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 11:04, total 51 points)
As of 07-03 11:04, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 11:04

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 418.2, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
34,792 17 0.40 130 0.41 6.55 0.41 440.00 25.75 95.70 23.20 1 22.20 1 0
21,715 31 0.54 79 0.55 9.04 0.55 437.50 18.50 88.49 20.80 2 20 1 14
37,579 29 0.73 30 0.74 11.88 0.74 435.00 17.90 87.14 18.40 2 17.95 2 3
43,762 14 0.99 28 1 15.56 1 432.50 15.80 83.60 16.15 2 15.65 2 6
51,443 15 1.34 11 1.35 19.96 1.35 430.00 13.60 79.53 13.95 2 13.45 2 94
23,413 17 1.80 10 1.82 25.06 1.81 427.50 10.65 71.60 12 2 11.45 2 22
21,459 7 2.40 3 2.41 30.82 2.40 425.00 9.80 69.01 9.97 2 9.82 6 152
7,344 3 3.15 3 3.18 37.18 3.18 422.50 7.77 61.12 8.25 4 7.78 3 338
13,220 2 4.10 4 4.13 43.84 4.15 420.00 6.63 56.16 6.66 2 6.57 1 2,353
4,770 1 5.24 2 5.28 50.78 5.26 417.50 5.27 48.77 5.29 1 5.24 2 4,179
2,917 2 6.58 2 6.67 58.15 6.64 415.00 4.13 42.26 4.15 2 4.11 2 4,184
536 2 8.14 1 8.21 64.50 8.20 412.50 3.21 35.50 3.22 2 3.19 3 4,617
501 2 9.88 2 10.30 71.02 10 410.00 2.46 29.13 2.47 6 2.46 3 13,800
360 2 11.70 2 12.20 77.24 12.05 407.50 1.88 23.32 1.89 14 1.87 12 15,150
68 3 13.65 2 14.15 81.93 14 405.00 1.43 18.18 1.44 5 1.43 20 24,222
116 2 15.95 2 16.65 86.74 16.35 402.50 1.09 13.69 1.10 5 1.09 28 16,316
112 3 17.95 1 18.40 90.34 18.75 400.00 0.84 9.94 0.85 177 0.84 53 18,158
21 3 20.30 1 21.15 93.13 21 397.50 0.66 7.14 0.66 9 0.65 60 15,251
48 2 22.75 3 23.35 94.99 23.05 395.00 0.51 4.87 0.52 18 0.51 95 10,029

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฌ Completed Option Positions (State: 9)

This table shows option orders that were fully executed, where the State value is 9.
It includes details such as order ID, position type (Buy/Sell), and timestamps for transmission, acceptance, and execution,
making it useful for order flow analysis and backtesting.

๐Ÿ“ฌ List of Completed Option Orders
Code Position Sent Time Accepted Time Filled Time Order ID
301W7410 ๐Ÿ“ˆ Long 11:02:03.644 11:02:03.925 11:02:05.997 0946_1024_1024_8949
201W7430 ๐Ÿ“ˆ Long 11:02:06.621 11:02:06.840 11:02:06.878 0946_1024_1024_8949
301W7410 ๐Ÿ“ˆ Long 11:01:59.546 11:02:00.234 11:02:00.265 0946_1017_1017_8949
201W7430 ๐Ÿ“ˆ Long 11:02:00.591 11:02:00.919 11:02:00.965 0946_1017_1017_8949
301W7410 ๐Ÿ“ˆ Long 11:01:50.276 11:01:50.541 11:01:53.395 0946_1011_1016_8949
201W7430 ๐Ÿ“ˆ Long 11:01:53.582 11:01:53.895 11:01:56.921 0946_1011_1016_8949
โ„น๏ธ Explanation
  • Position is marked as ๐Ÿ“ˆ Long or ๐Ÿ“‰ Short for easy understanding.
  • Time columns follow the flow of Sent โ†’ Accepted โ†’ Filled to track the full order process.
  • Order ID is a unique identifier for each transaction, used in strategy validation and audit trails.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“Š (โฑ๏ธ 07-03 11:27) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 418.2 421.45 416.6 123,812 419.43 0.77 2.0 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 419.6 422.1 417.5 222 421.27 1.88 3.55 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 418.2 419.43 0.77 2.0 -1.23 +1.23
๐Ÿ“™ Next Month 419.6 421.27 1.88 3.55 -1.67 +1.67

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 53 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 11:27, total 53 points)
As of 07-03 11:27, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 11:27

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 418.2, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
37,085 159 0.40 145 0.42 6.58 0.41 440.00 22.65 93.32 23.15 1 22.50 1 1
23,436 3 0.55 101 0.56 9.17 0.55 437.50 18.50 88.49 20.75 1 20.20 1 14
39,952 62 0.74 35 0.75 12.03 0.75 435.00 18.30 88.27 18.40 2 18.05 2 4
45,784 12 1 23 1.01 15.85 1 432.50 15.80 83.60 16.10 2 15.85 2 6
54,253 45 1.34 32 1.36 20.29 1.35 430.00 13.40 79.19 14 2 13.50 2 104
25,031 10 1.80 4 1.81 25.44 1.80 427.50 11.95 74.87 11.95 2 11.50 2 23
22,779 2 2.39 3 2.41 31.24 2.39 425.00 9.80 68.37 9.99 2 9.45 2 167
7,721 1 3.14 3 3.17 37.58 3.14 422.50 8 62.13 8.25 3 7.75 2 356
13,704 3 4.07 2 4.12 44.14 4.10 420.00 6.58 55.86 6.64 1 6.58 3 2,556
4,979 2 5.22 1 5.27 51.28 5.20 417.50 5.26 48.52 5.28 2 5.24 2 4,462
3,199 3 6.52 2 6.66 58.37 6.51 415.00 4.11 41.96 4.14 3 4.10 1 4,517
638 5 8.10 3 8.43 65.31 8.24 412.50 3.17 34.82 3.21 3 3.18 1 4,918
531 3 9.84 2 10.20 71.54 10.30 410.00 2.45 28.72 2.45 2 2.44 4 15,985
367 2 11.60 2 12.15 77.47 12.15 407.50 1.86 23.04 1.87 12 1.85 14 16,680
92 3 13.70 2 14.10 82.42 14 405.00 1.42 17.87 1.42 7 1.41 17 26,817
117 3 15.95 2 16.40 86.91 16.40 402.50 1.08 13.54 1.09 28 1.07 33 17,608
131 1 18.25 2 18.45 90.12 18.45 400.00 0.83 10.04 0.84 48 0.83 12 20,039
22 2 20.45 1 20.95 93.04 20.95 397.50 0.64 7.04 0.65 41 0.64 68 15,958
51 1 22.75 2 23.35 95.28 23.40 395.00 0.51 4.93 0.51 22 0.50 119 11,309

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“Š (โฑ๏ธ 07-03 11:38) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 418.2 421.45 416.6 127,175 419.27 0.93 2.0 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 419.15 422.1 417.5 229 420.88 1.81 3.54 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 418.2 419.27 0.93 2.0 -1.07 +1.07
๐Ÿ“™ Next Month 419.15 420.88 1.81 3.54 -1.73 +1.73

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 55 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 11:38, total 55 points)
As of 07-03 11:38, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 11:38

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 418.2, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
37,589 4 0.40 128 0.41 6.49 0.40 440.00 22.65 93.32 23.15 1 22.55 1 1
24,310 225 0.53 93 0.55 8.88 0.54 437.50 18.50 88.49 20.75 1 20.15 1 14
40,887 23 0.73 33 0.74 11.74 0.73 435.00 18.10 87.97 18.40 2 17.95 2 5
47,088 17 0.99 23 1 15.51 1 432.50 15.80 83.60 16.15 2 15.70 2 6
55,714 12 1.34 16 1.35 20.00 1.35 430.00 13.40 79.19 14.05 2 13.65 2 104
25,673 3 1.80 3 1.81 25.08 1.80 427.50 11.95 74.87 12.05 2 11.50 2 23
23,318 1 2.40 2 2.41 30.87 2.40 425.00 9.81 69.16 10 2 9.60 2 176
7,832 1 3.15 2 3.19 37.15 3.16 422.50 8.17 62.72 8.27 1 7.94 1 374
14,008 3 4.09 2 4.14 43.76 4.12 420.00 6.65 56.13 6.68 2 6.58 2 2,650
5,076 1 5.24 1 5.31 50.84 5.27 417.50 5.30 49.30 5.33 1 5.24 5 4,553
3,254 1 6.59 2 6.85 57.66 6.64 415.00 4.16 42.34 4.19 2 4.12 8 4,640
657 3 8.13 2 8.43 64.76 8.46 412.50 3.25 35.47 3.26 3 3.24 4 5,156
549 1 9.92 2 10.20 70.97 10.05 410.00 2.50 29.23 2.51 5 2.50 4 17,858
380 2 11.75 2 12.15 77.03 12 407.50 1.92 23.30 1.92 3 1.91 2 17,262
97 2 13.80 2 14.25 81.76 13.95 405.00 1.46 18.24 1.47 12 1.46 14 27,552
117 3 15.90 2 16.35 86.91 16.40 402.50 1.11 13.74 1.13 24 1.12 9 18,286
134 3 18.20 2 18.60 89.92 18.15 400.00 0.87 10.16 0.87 2 0.86 47 21,008
24 3 20.30 1 21.10 92.86 20.80 397.50 0.67 7.10 0.68 10 0.67 76 16,142
51 1 22.80 2 23.50 95.28 23.40 395.00 0.53 5.03 0.54 110 0.53 73 12,116

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฌ Completed Option Positions (State: 9)

This table shows option orders that were fully executed, where the State value is 9.
It includes details such as order ID, position type (Buy/Sell), and timestamps for transmission, acceptance, and execution,
making it useful for order flow analysis and backtesting.

๐Ÿ“ฌ List of Completed Option Orders
Code Position Sent Time Accepted Time Filled Time Order ID
301W7405 ๐Ÿ“‰ Short 11:38:09.185 11:38:09.498 11:38:09.900 1101_1135_1135_8949
201W7430 ๐Ÿ“‰ Short 11:35:38.174 11:35:38.503 11:38:08.623 1101_1135_1135_8949
โ„น๏ธ Explanation
  • Position is marked as ๐Ÿ“ˆ Long or ๐Ÿ“‰ Short for easy understanding.
  • Time columns follow the flow of Sent โ†’ Accepted โ†’ Filled to track the full order process.
  • Order ID is a unique identifier for each transaction, used in strategy validation and audit trails.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
301W7405 2 ๐Ÿ“‰ Short
201W7430 2 ๐Ÿ“‰ Short

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.39 301W7405 1.41 1101_1127_1133_8949
201W7430 1.41 301W7405 1.42 1101_1135_1135_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7405 0.04 -0.05 -0.01
201W7430 301W7405 0.06 -0.04 0.02
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿงฎ (โฑ๏ธ 07-03 12:02) Delta-Based Center Strike Identification Algorithm

๐Ÿ“Œ Purpose: To determine a market-neutral central strike (ATM) by analyzing the delta symmetry between call and put options.

๐Ÿ“ Definition of Center Strike The strike at which the call delta (+0.5) and put delta (โ€“0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
๐Ÿ” Scanning Methodology The algorithm slides through call and put delta pairs in blocks of three, checking whether the central delta lies within the adjusted tolerance range of the opposite sideโ€™s delta.
๐Ÿ“Š Delta Comparison Logic Delta thresholds are calculated based on the put side, then the call delta is checked for containment within this band. The reverse check is also performedโ€”from call to putโ€”to validate mutual alignment.
๐Ÿ“ Adjustment Mechanism The difference between deltas is divided into four segments to derive tolerance bands, ensuring a balanced zone that avoids overly narrow or excessively wide boundaries.
โœ… ATM Identification Condition If both call and put deltas fall within each otherโ€™s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
โš™๏ธ Strategic Benefit By mathematically validating delta symmetry, this method eliminates subjectivity and provides a quantitative basis for determining the central strike. It serves as a foundational input for sophisticated algorithmic trading models.
โš ๏ธ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ยฑ9 strike data points is recommended for robust analysis.
๐Ÿ’ก Practical Applications The identified center strike can be used for hedge baselines, reference points in straddle/strangle strategies, volatility indicators, and auto-trade condition triggers.

๐Ÿง  Unlike simple price averaging, this delta-based ATM detection relies on the balance of market sensitivity (delta), enabling more precise and data-driven decision-making. (Automated Trading System using Kiwoom Open API+ and Python)

๐Ÿ“Œ Note: The same center strike identification logic is applied not only in real-time strategy execution but also in backtesting evaluations and automated report generation for the previous trading day.

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
15,031 103 0.36 150 0.37 4.92 0.31 442.50 23.75 94.38 25.45 1 24.65 1 1
40,534 84 0.49 113 0.50 8.02 0.49 440.00 22.65 93.32 21.50 1 20.95 1 1
25,965 9 0.67 42 0.68 10.76 0.67 437.50 18.50 88.49 19 2 18.70 2 14
43,853 30 0.90 146 0.92 14.20 0.91 435.00 17.20 86.46 16.75 2 16.40 2 9
50,081 11 1.23 21 1.24 18.33 1.23 432.50 15.80 83.60 14.55 2 14.25 2 6
59,366 2 1.66 16 1.67 23.15 1.66 430.00 12.65 78.03 12.60 2 12.15 2 112
28,023 7 2.21 4 2.23 28.68 2.22 427.50 11.95 74.87 10.60 2 10.25 2 23
24,856 3 2.93 1 2.94 34.81 2.94 425.00 8.97 66.65 8.90 4 8.55 2 188
8,174 4 3.82 1 3.85 41.37 3.84 422.50 7.02 58.63 7.06 2 6.99 1 403
14,681 1 4.92 2 4.96 48.36 4.94 420.00 5.59 51.64 5.66 1 5.62 2 2,866
5,385 2 6.20 3 6.27 55.12 6.24 417.50 4.42 44.88 4.46 2 4.42 1 4,761
3,457 3 7.70 2 7.84 62.14 7.75 415.00 3.45 37.94 3.46 2 3.43 2 4,878
673 2 9.39 2 9.51 68.62 9.41 412.50 2.63 31.55 2.67 12 2.65 3 5,568
559 1 11.30 5 11.45 74.61 11.45 410.00 2.04 25.48 2.04 6 2.03 1 19,352
392 2 13.10 2 13.45 78.81 13 407.50 1.54 20.11 1.55 5 1.54 14 18,193
98 2 15.35 2 15.65 83.24 14.85 405.00 1.18 15.40 1.19 34 1.18 2 29,594
121 12 17.45 2 17.80 88.02 17.45 402.50 0.90 11.49 0.91 34 0.90 17 19,020
146 3 19.60 1 20.20 91.59 19.90 400.00 0.70 8.37 0.71 63 0.69 67 22,266
24 2 22.05 1 22.55 92.86 20.80 397.50 0.54 5.88 0.55 61 0.54 106 16,900

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.



๐Ÿ“Š (โฑ๏ธ 07-03 13:09) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 420.9 421.45 416.6 155,152 421.51 1.4 2.01 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 421.4 422.1 417.5 264 422.88 2.09 3.57 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 420.9 421.51 1.4 2.01 -0.61 +0.61
๐Ÿ“™ Next Month 421.4 422.88 2.09 3.57 -1.48 +1.48

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 67 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 13:09, total 67 points)
As of 07-03 13:09, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 13:09

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 420.9, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰
36 11:28 11:43 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market ๐Ÿ“‰
37 11:33 11:48 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
38 11:37 11:52 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
39 11:46 12:01 Now: 3 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
40 11:51 12:06 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market
41 12:01 12:16 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
42 12:04 12:19 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
43 12:16 12:31 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
44 12:25 12:40 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
45 12:35 12:50 Now: 2 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
46 12:47 13:02 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
47 12:54 13:09 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
18,971 82 0.39 143 0.40 6.24 0.39 442.50 23.20 93.93 23.15 1 22.65 1 2
46,674 90 0.53 33 0.54 8.55 0.53 440.00 21 91.86 20.95 1 20.40 1 2
30,042 14 0.73 45 0.74 11.51 0.72 437.50 18.50 88.49 18.35 2 18.05 2 14
49,622 10 0.99 17 1 15.10 0.99 435.00 17.20 86.46 16.10 2 15.85 2 9
55,458 20 1.34 8 1.35 19.35 1.35 432.50 15.80 83.60 14.05 2 13.70 2 6
65,400 23 1.81 10 1.82 24.33 1.81 430.00 11.90 75.93 11.95 1 11.75 1 130
31,344 7 2.40 4 2.42 29.98 2.42 427.50 10.10 70.63 10.20 2 9.79 2 39
27,570 3 3.17 2 3.19 36.18 3.18 425.00 8.45 64.78 8.51 3 7.97 1 207
8,832 2 4.11 2 4.15 42.35 4.11 422.50 6.64 57.13 6.83 5 6.60 1 507
15,693 2 5.22 2 5.30 49.70 5.30 420.00 5.29 50.24 5.35 4 5.27 2 3,753
5,882 1 6.61 4 6.70 56.63 6.65 417.50 4.16 43.61 4.20 5 4.12 4 5,251
3,663 3 8.08 2 8.25 63.46 8.25 415.00 3.21 36.59 3.24 3 3.21 1 5,632
706 3 9.66 1 10 69.87 9.95 412.50 2.50 30.25 2.50 4 2.47 4 6,370
587 3 11.65 2 11.95 75.78 11.75 410.00 1.89 24.29 1.90 2 1.89 5 22,563
397 2 13.75 2 14.15 80.04 13.50 407.50 1.44 19.05 1.45 9 1.44 5 20,847
132 2 15.95 2 16.20 84.80 15.80 405.00 1.11 14.58 1.11 22 1.10 32 34,708
122 3 18.10 2 18.85 88.63 17.85 402.50 0.85 10.78 0.85 5 0.84 48 21,404
235 3 20 1 21.15 92.00 20.55 400.00 0.66 7.77 0.67 73 0.65 81 24,531
39 2 22.75 1 23.15 94.33 22.55 397.50 0.52 5.51 0.52 109 0.51 112 18,506

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.39 1.66 -0.27
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.41 1.18 0.23
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.41 1.66 -0.25
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.42 1.18 0.24
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“Š (โฑ๏ธ 07-03 13:44) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 420.9 421.45 416.6 165,214 421.4 1.51 2.01 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 421.5 422.1 417.5 274 422.69 2.37 3.56 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 420.9 421.4 1.51 2.01 -0.5 +0.50
๐Ÿ“™ Next Month 421.5 422.69 2.37 3.56 -1.19 +1.19

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 69 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 13:44, total 69 points)
As of 07-03 13:44, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 13:44

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 420.9, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰
36 11:28 11:43 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market ๐Ÿ“‰
37 11:33 11:48 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
38 11:37 11:52 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
39 11:46 12:01 Now: 3 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
40 11:51 12:06 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market
41 12:01 12:16 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
42 12:04 12:19 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
43 12:16 12:31 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
44 12:25 12:40 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
45 12:35 12:50 Now: 2 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
46 12:47 13:02 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
47 12:54 13:09 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
48 12:59 13:14 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
49 13:29 13:44 Now: 1 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
20,318 138 0.35 230 0.37 6.20 0.36 442.50 23.20 93.93 23.10 1 22.65 1 2
49,328 83 0.49 8 0.50 8.50 0.49 440.00 21 91.86 20.80 1 20.30 1 2
32,230 38 0.68 4 0.69 11.44 0.69 437.50 18.50 88.49 18.30 2 18.10 2 14
52,408 46 0.94 11 0.95 15.08 0.95 435.00 16 84.97 16.10 2 15.80 2 13
58,427 19 1.29 42 1.31 19.23 1.30 432.50 15.80 83.60 13.90 2 13.70 2 6
68,837 2 1.76 83 1.77 24.25 1.77 430.00 11.75 75.86 12.05 2 11.65 3 175
33,127 5 2.36 7 2.38 29.83 2.37 427.50 10 70.14 9.98 2 9.78 2 51
28,387 4 3.13 2 3.15 35.95 3.12 425.00 8.13 63.74 8.25 3 8.10 2 212
9,184 2 4.08 10 4.12 42.76 4.10 422.50 6.59 57.43 6.74 4 6.58 1 627
16,097 1 5.24 1 5.28 49.45 5.26 420.00 5.28 50.55 5.30 2 5.25 3 3,913
6,089 1 6.59 1 6.67 56.72 6.65 417.50 4.13 43.28 4.18 3 4.13 1 5,450
3,730 3 8.11 2 8.26 63.49 8.18 415.00 3.22 36.86 3.24 3 3.21 3 5,844
715 3 9.81 2 10.20 69.60 9.99 412.50 2.48 30.10 2.49 1 2.47 3 6,683
592 3 11.70 2 11.95 74.61 11.25 410.00 1.90 24.33 1.91 11 1.89 6 23,690
398 2 13.75 2 14.10 80.97 13.95 407.50 1.45 19.17 1.46 22 1.44 21 22,092
132 2 15.95 2 16.20 84.80 15.80 405.00 1.12 14.60 1.12 36 1.11 30 36,826
129 3 18.05 2 18.45 88.45 17.80 402.50 0.86 10.84 0.86 43 0.85 32 22,247
252 2 20.35 1 20.85 91.83 20.25 400.00 0.67 7.82 0.67 42 0.66 70 25,491
47 2 22.80 1 23.25 94.37 22.85 397.50 0.53 5.41 0.53 98 0.52 90 19,425

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
301W7410 1 ๐Ÿ“‰ Short
201W7430 1 ๐Ÿ“‰ Short

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.83 301W7410 1.89 1202_1309_1309_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7410 0.06 -0.01 0.05
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.39 1.66 -0.27
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.41 1.18 0.23
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.41 1.66 -0.25
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.42 1.18 0.24
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“Š (โฑ๏ธ 07-03 14:23) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 420.9 421.45 416.6 175,373 421.43 1.48 2.01 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 421.7 422.1 417.5 280 422.92 2.35 3.57 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 420.9 421.43 1.48 2.01 -0.53 +0.53
๐Ÿ“™ Next Month 421.7 422.92 2.35 3.57 -1.22 +1.22

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 71 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 14:23, total 71 points)
As of 07-03 14:23, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 14:23

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 420.9, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰
36 11:28 11:43 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market ๐Ÿ“‰
37 11:33 11:48 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
38 11:37 11:52 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
39 11:46 12:01 Now: 3 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
40 11:51 12:06 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market
41 12:01 12:16 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
42 12:04 12:19 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
43 12:16 12:31 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
44 12:25 12:40 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
45 12:35 12:50 Now: 2 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
46 12:47 13:02 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
47 12:54 13:09 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
48 12:59 13:14 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
49 13:29 13:44 Now: 1 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
50 13:42 13:57 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
51 14:08 14:23 Now: 1 signals / Last 3 windows total: 4 ๐ŸงŠ Slow Market ๐Ÿ“‰

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
21,254 123 0.36 13 0.37 6.34 0.37 442.50 23.20 93.93 23.15 1 22.75 1 2
51,672 105 0.50 195 0.52 8.71 0.51 440.00 21 91.86 20.85 1 20.30 1 2
33,722 20 0.70 35 0.71 11.50 0.70 437.50 18.50 88.49 18.50 2 18.10 2 14
54,082 18 0.96 10 0.97 15.05 0.96 435.00 16.25 85.29 16.15 2 15.85 2 18
60,728 20 1.31 25 1.32 19.56 1.32 432.50 15.80 83.60 13.95 2 13.70 2 6
71,309 16 1.77 12 1.79 24.31 1.78 430.00 11.85 75.80 12 2 11.75 1 195
34,355 2 2.37 5 2.39 30.22 2.39 427.50 10.10 70.43 10.10 2 9.82 2 54
29,379 3 3.14 1 3.16 36.21 3.15 425.00 8.24 64.65 8.43 3 7.96 2 234
9,548 5 4.05 1 4.11 43.09 4.10 422.50 6.59 56.91 6.68 2 6.58 2 710
16,475 5 5.17 3 5.29 49.98 5.25 420.00 5.31 50.61 5.30 3 5.24 2 4,143
6,273 2 6.60 4 6.63 56.99 6.59 417.50 4.12 43.53 4.14 2 4.10 3 5,612
3,770 2 8.13 2 8.21 63.35 8.20 415.00 3.20 36.57 3.21 3 3.19 2 6,074
800 3 9.81 2 9.99 69.80 9.87 412.50 2.45 29.93 2.46 1 2.44 5 6,999
605 3 11.65 2 11.95 75.91 11.75 410.00 1.87 24.07 1.88 7 1.87 3 24,646
424 2 13.65 2 13.95 80.97 13.80 407.50 1.42 19.03 1.43 25 1.41 36 23,126
145 2 15.90 2 16.30 85.46 16.05 405.00 1.09 14.65 1.09 31 1.08 15 38,085
143 3 17.95 2 18.45 89.18 18.20 402.50 0.83 10.64 0.83 25 0.82 51 22,919
263 4 20.15 1 20.85 92.04 20.30 400.00 0.64 7.80 0.64 2 0.63 130 26,705
51 2 22.75 1 23.10 94.52 22.90 397.50 0.50 5.45 0.51 119 0.49 175 19,936

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
301W7410 1 ๐Ÿ“‰ Short
201W7430 1 ๐Ÿ“‰ Short

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.83 301W7410 1.89 1202_1309_1309_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7410 0.05 0.02 0.07
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.39 1.66 -0.27
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.41 1.18 0.23
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.41 1.66 -0.25
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.42 1.18 0.24
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“Š (โฑ๏ธ 07-03 14:42) KOSPI200 Futures Price Fluctuation (0.1%) โ€” Live Auto-Trading Strategy Status

This section provides a real-time summary of the active auto-trading strategy based on intraday fluctuations in the KOSPI200 futures market.
It offers a concise overview of the system’s live order execution, position liquidation (exit), and risk control mechanisms currently in operation.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 420.9 421.75 416.6 187,110 421.97 0.94 2.01 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 422.0 422.5 417.5 299 423.58 1.99 3.57 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 420.9 421.97 0.94 2.01 -1.07 +1.07
๐Ÿ“™ Next Month 422.0 423.58 1.99 3.57 -1.58 +1.58

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 73 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 14:42, total 73 points)
As of 07-03 14:42, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 14:42

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 420.9, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰
36 11:28 11:43 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market ๐Ÿ“‰
37 11:33 11:48 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
38 11:37 11:52 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
39 11:46 12:01 Now: 3 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
40 11:51 12:06 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market
41 12:01 12:16 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
42 12:04 12:19 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
43 12:16 12:31 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
44 12:25 12:40 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
45 12:35 12:50 Now: 2 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
46 12:47 13:02 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
47 12:54 13:09 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
48 12:59 13:14 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
49 13:29 13:44 Now: 1 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
50 13:42 13:57 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
51 14:08 14:23 Now: 1 signals / Last 3 windows total: 4 ๐ŸงŠ Slow Market ๐Ÿ“‰
52 14:12 14:27 Now: 2 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market ๐Ÿ“‰
53 14:27 14:42 Now: 2 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
23,508 108 0.36 64 0.37 6.73 0.37 442.50 23.20 93.93 22.95 1 22.15 1 2
56,568 62 0.50 27 0.51 9.28 0.51 440.00 21 91.86 20.55 1 19.80 1 2
37,608 29 0.69 3 0.70 12.24 0.70 437.50 18.50 88.49 18.50 2 17.85 2 14
58,649 15 0.95 21 0.97 15.98 0.96 435.00 15.80 84.59 16.05 2 15.70 2 19
65,429 5 1.31 9 1.32 20.42 1.32 432.50 15.80 83.60 14.05 2 13.45 2 6
74,069 14 1.77 8 1.79 25.55 1.79 430.00 11.60 74.18 11.80 2 11.50 2 218
36,301 2 2.38 5 2.39 31.52 2.39 427.50 10.10 70.43 9.98 2 9.41 2 54
30,695 2 3.14 2 3.17 37.63 3.16 425.00 8 62.11 8.19 2 7.71 2 275
10,235 1 4.09 2 4.13 44.32 4.11 422.50 6.46 55.84 6.56 2 6.51 2 833
18,848 3 5.26 6 5.31 51.23 5.28 420.00 5.21 48.77 5.22 1 5.18 4 4,684
6,634 1 6.62 4 6.72 57.97 6.67 417.50 4.06 41.95 4.08 1 4.04 4 6,045
4,023 1 8.17 8 8.44 64.68 8.30 415.00 3.14 35.47 3.16 7 3.13 2 6,903
858 1 9.94 2 10.30 71.00 10 412.50 2.40 28.85 2.42 11 2.40 3 7,654
642 3 11.85 3 12.15 76.77 11.95 410.00 1.83 23.10 1.84 6 1.83 2 26,470
492 2 13.90 2 14.10 82.15 14.60 407.50 1.38 18.01 1.39 17 1.38 20 25,389
151 1 15.95 2 16.30 86.62 16.60 405.00 1.05 13.83 1.06 26 1.05 26 40,589
143 3 18.25 2 18.70 89.18 18.20 402.50 0.81 10.11 0.81 53 0.80 20 24,651
267 1 20.65 1 21.10 92.69 20.75 400.00 0.62 7.25 0.63 85 0.62 15 28,968
51 2 22.85 1 23.70 94.52 22.90 397.50 0.48 5.11 0.49 163 0.48 58 21,197

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
301W7410 2 ๐Ÿ“‰ Short
201W7430 2 ๐Ÿ“‰ Short

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.83 301W7410 1.89 1202_1309_1309_8949
201W7430 1.8 301W7410 1.86 1202_1423_1423_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7410 0.04 0.06 0.1
201W7430 301W7410 0.01 0.03 0.04
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.39 1.66 -0.27
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.41 1.18 0.23
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.41 1.66 -0.25
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.42 1.18 0.24
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.


โŒ System Error Detected: Unrecognized market_mode

The value of market_mode is outside the expected range. Detected value:
2
Please verify whether the market_mode is set correctly. This may have disrupted the normal flow of your trading strategy.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 421.8 421.8 416.6 202,440 422.27 1.55 2.02 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 422.6 422.6 417.5 320 423.83 2.35 3.58 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 421.8 422.27 1.55 2.02 -0.47 +0.47
๐Ÿ“™ Next Month 422.6 423.83 2.35 3.58 -1.23 +1.23

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 75 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 15:20, total 75 points)
As of 07-03 15:20, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 15:20

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 421.8, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰
36 11:28 11:43 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market ๐Ÿ“‰
37 11:33 11:48 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
38 11:37 11:52 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
39 11:46 12:01 Now: 3 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
40 11:51 12:06 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market
41 12:01 12:16 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
42 12:04 12:19 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
43 12:16 12:31 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
44 12:25 12:40 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
45 12:35 12:50 Now: 2 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
46 12:47 13:02 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
47 12:54 13:09 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
48 12:59 13:14 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
49 13:29 13:44 Now: 1 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
50 13:42 13:57 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
51 14:08 14:23 Now: 1 signals / Last 3 windows total: 4 ๐ŸงŠ Slow Market ๐Ÿ“‰
52 14:12 14:27 Now: 2 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market ๐Ÿ“‰
53 14:27 14:42 Now: 2 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market
54 14:43 14:58 Now: 1 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market
55 15:05 15:20 Now: 1 signals / Last 3 windows total: 4 ๐ŸงŠ Slow Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
25,473 5 0.45 82 0.46 7.01 0.45 442.50 23.20 93.93 22.50 1 21.65 2 2
60,394 52 0.61 54 0.63 9.52 0.62 440.00 21 91.86 20.10 1 19.50 2 2
40,924 30 0.84 25 0.86 12.66 0.85 437.50 18.50 88.49 17.75 3 17.10 2 14
64,207 9 1.15 2 1.16 16.47 1.15 435.00 15.80 84.59 15.50 2 15.10 2 19
69,942 10 1.55 1 1.57 21.00 1.56 432.50 15.80 83.60 13.30 2 12.65 1 6
77,076 10 2.07 2 2.09 26.20 2.08 430.00 11.15 73.80 11.40 2 11.05 1 228
38,722 9 2.75 4 2.77 32.04 2.76 427.50 9.64 68.63 9.48 3 9.19 2 58
32,032 1 3.59 33 3.61 38.40 3.60 425.00 7.80 61.47 7.90 2 7.60 2 291
10,867 8 4.42 69 4.65 45.12 4.63 422.50 6.21 54.88 6.32 3 6.12 3 1,105
22,177 4 5.66 3 5.89 52.03 5.85 420.00 4.90 47.97 4.94 3 4.88 2 5,397
7,534 1 7.27 2 7.36 58.92 7.31 417.50 3.85 41.08 3.94 3 3.84 1 6,601
4,109 3 8.69 31 8.95 65.58 8.85 415.00 2.98 34.41 3.01 1 2.97 3 8,076
959 3 10.45 2 10.85 72.37 10.35 412.50 2.29 28.17 2.30 2 2.28 12 8,795
659 3 12.20 2 12.85 77.94 12.35 410.00 1.75 22.49 1.76 10 1.74 13 29,320
514 2 14.45 20 14.80 82.50 14.60 407.50 1.33 17.50 1.34 11 1.32 9 28,828
192 3 16.55 1 17 86.71 16.65 405.00 1.02 13.26 1.02 11 1.01 40 44,219
145 3 18.75 2 19.40 89.85 18.30 402.50 0.78 9.76 0.79 40 0.77 45 26,650
430 3 21.15 3 21.80 93.02 21.50 400.00 0.61 6.98 0.61 60 0.60 29 30,917
81 2 23.45 2 24.25 95.30 23.60 397.50 0.48 4.84 0.48 66 0.47 22 22,667

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฌ Completed Option Positions (State: 9)

This table shows option orders that were fully executed, where the State value is 9.
It includes details such as order ID, position type (Buy/Sell), and timestamps for transmission, acceptance, and execution,
making it useful for order flow analysis and backtesting.

๐Ÿ“ฌ List of Completed Option Orders
Code Position Sent Time Accepted Time Filled Time Order ID
301W7410 ๐Ÿ“ˆ Long 15:20:06.364 15:20:06.582 15:20:16.455 1202_1309_1309_8949
201W7430 ๐Ÿ“ˆ Long 15:20:05.333 15:20:05.551 15:20:05.801 1202_1309_1309_8949
โ„น๏ธ Explanation
  • Position is marked as ๐Ÿ“ˆ Long or ๐Ÿ“‰ Short for easy understanding.
  • Time columns follow the flow of Sent โ†’ Accepted โ†’ Filled to track the full order process.
  • Order ID is a unique identifier for each transaction, used in strategy validation and audit trails.

๐Ÿ“ฆ Current Option Holdings

This table shows your currently held call and put option positions.
Each row includes the option code, holding quantity, and whether the position is a ๐Ÿ“ˆ Long (Buy) or ๐Ÿ“‰ Short (Sell).

๐Ÿ’ผ My Option Positions
Option Code Quantity Position
301W7410 1 ๐Ÿ“‰ Short
201W7430 1 ๐Ÿ“‰ Short

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.83 301W7410 1.89 1202_1309_1309_8949
201W7430 1.8 301W7410 1.86 1202_1423_1423_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7410 -0.17 0.1 -0.07
201W7430 301W7410 -0.2 0.07 -0.13
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.39 1.66 -0.27
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.41 1.18 0.23
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.41 1.66 -0.25
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.42 1.18 0.24
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.



๐Ÿ“ˆ KOSPI200 End-of-Day Liquidation Summary and Performance Analysis

๐Ÿ”š Liquidation Time: Positions automatically closed just before market close

๐Ÿ“ฆ Liquidation Method: Remaining open option positions identified โ†’ Unsettled positions prioritized โ†’ Auto-liquidation triggered upon condition match

๐Ÿ“Œ Post-close analysis engine quantifies the entire strategy lifecycle and outcomes,
enabling automated logging and statistical tracking for strategy review and refinement on the next trading day.



๐Ÿ“˜ Current-Month vs ๐Ÿ“™ Next-Month KOSPI200 Futures Comparison

The table below presents a comparative overview of the KOSPI200 futures contracts for the current and next expiry months.
This data supports position planning, arbitrage strategy evaluation, and interpretation of short-term vs forward-looking market sentiment.


Type Code Name Open Close High Low Volume Theoretical Market Basis Theorist Basis KOSPI Eqv. DTE
๐Ÿ“˜ Current Month 101W9000 F 202509 417.3 421.55 421.9 416.6 219,066 422.96 0.61 2.02 3080.03 50
๐Ÿ“™ Next Month 101WC000 F 202512 418.2 422.6 422.6 417.5 323 423.83 2.35 3.58 3085.97 110

๐Ÿ“Œ Note: Current-month contracts are typically used for short-term tactical decisions,
while next-month contracts reflect market expectations and are key to basis and calendar spread strategies.
Significant deviations between the two may indicate arbitrage opportunities, making regular comparison essential for informed futures trading.



โœ… KOSPI200 Futures Basis Analysis (๐Ÿ“˜ Current vs ๐Ÿ“™ Next Month)

The table below compares KOSPI200 futures between the current-month and next-month contracts.
It includes live futures prices, theoretical prices, and various basis metrics.
This data is crucial for basis spread analysis and identifying arbitrage opportunities.

Contract Live Price Theoretical Price Market Basis Theorist Basis Actual Basis Basis Gap
๐Ÿ“˜ Current Month 421.55 422.96 0.61 2.02 -1.41 +1.41
๐Ÿ“™ Next Month 422.6 423.83 2.35 3.58 -1.23 +1.23

๐Ÿ“Œ Interpretation Guide:
โ€ข Market Basis: Live Futures Price โ€“ KOSPI200 Spot Index
โ€ข Theorist Basis: Theoretical Futures Price โ€“ KOSPI200 Spot Index
โ€ข Actual Basis: Live Futures Price โ€“ Theoretical Price
โ€ข Basis Gap: Difference between theorist and market basis
โ†’ Positive (+): May indicate underpriced futures
โ†’ Negative (โ€“): May suggest overpriced futures



๐Ÿ“ˆ KOSPI200 Futures Price Movement Visualization (Total: 75 events)

Event-driven time series chart of KOSPI200 futures price movements (08:47 ~ 15:20, total 75 points)
As of 07-03 16:00, visualization of KOSPI200 futures price changes based on significant market events
โฑ๏ธ Time Interval: 08:47 to 15:20

๐Ÿ“Œ Chart Interpretation:

  • Event-Driven Sampling: Data points are logged whenever the price moves more than 0.1%, capturing only significant market shifts.
  • X-axis represents event sequence rather than real time. More frequent price changes result in denser data, visualizing volatility concentration.
  • Y-axis shows futures price. Color coding:
    Red indicates upward movement,
    Blue for downward movement, based on real-time deviation from the sessionโ€™s opening price.
  • ‘BUY’ and ‘SELL’ markers denote trade signal triggers and are used for evaluating long-short (dual position) strategies.
  • This chart is designed for intra-day analysis; it does not reflect previous closing prices.
  • It is also applicable to advanced use cases such as machine learning-based pattern recognition and high-frequency strategy testing.


๐Ÿšฆ KOSPI200 Market Speed Analysis (Based on the Last 15 Minutes)

This section evaluates the market speed and volatility of KOSPI200 futures
based on the number of price movement signals detected in the most recent 15 minutes.
As of now, the futures price is 421.55, and the threshold movement size is 0.1%.

Each time window is assessed as a ๐Ÿ”ฅ Fast, ๐ŸงŠ Slow, or โš–๏ธ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:00 09:15 Now: 16 signals / Last 1 windows total: 16 (Insufficient Data) โš–๏ธ Neutral Market
1 09:01 09:16 Now: 16 signals / Last 2 windows total: 32 (Insufficient Data) โš–๏ธ Neutral Market
2 09:02 09:17 Now: 16 signals / Last 3 windows total: 48 ๐Ÿ”ฅ Fast Market
3 09:05 09:20 Now: 14 signals / Last 3 windows total: 46 ๐Ÿ”ฅ Fast Market
4 09:06 09:21 Now: 14 signals / Last 3 windows total: 44 ๐Ÿ”ฅ Fast Market
5 09:07 09:22 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
6 09:08 09:23 Now: 14 signals / Last 3 windows total: 42 ๐Ÿ”ฅ Fast Market
7 09:11 09:26 Now: 12 signals / Last 3 windows total: 40 ๐Ÿ”ฅ Fast Market
8 09:16 09:31 Now: 8 signals / Last 3 windows total: 34 ๐Ÿ”ฅ Fast Market
9 09:17 09:32 Now: 8 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
10 09:18 09:33 Now: 8 signals / Last 3 windows total: 24 ๐Ÿ”ฅ Fast Market
11 09:19 09:34 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
12 09:20 09:35 Now: 10 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market ๐Ÿ“ˆ
13 09:22 09:37 Now: 9 signals / Last 3 windows total: 28 ๐Ÿ”ฅ Fast Market
14 09:24 09:39 Now: 8 signals / Last 3 windows total: 27 ๐Ÿ”ฅ Fast Market
15 09:27 09:42 Now: 8 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
16 09:28 09:43 Now: 9 signals / Last 3 windows total: 25 ๐Ÿ”ฅ Fast Market
17 09:37 09:52 Now: 5 signals / Last 3 windows total: 22 โš–๏ธ Neutral Market
18 09:42 09:57 Now: 4 signals / Last 3 windows total: 18 โš–๏ธ Neutral Market
19 09:45 10:00 Now: 3 signals / Last 3 windows total: 12 โš–๏ธ Neutral Market
20 09:50 10:05 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
21 09:54 10:09 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market
22 09:56 10:11 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market
23 10:02 10:17 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
24 10:08 10:23 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
25 10:09 10:24 Now: 5 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
26 10:14 10:29 Now: 4 signals / Last 3 windows total: 13 โš–๏ธ Neutral Market ๐Ÿ“‰
27 10:26 10:41 Now: 2 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
28 10:33 10:48 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
29 10:40 10:55 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
30 10:45 11:00 Now: 3 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
31 10:49 11:04 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
32 11:09 11:24 Now: 1 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market
33 11:12 11:27 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market
34 11:20 11:35 Now: 3 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
35 11:23 11:38 Now: 4 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market ๐Ÿ“‰
36 11:28 11:43 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market ๐Ÿ“‰
37 11:33 11:48 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
38 11:37 11:52 Now: 4 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
39 11:46 12:01 Now: 3 signals / Last 3 windows total: 11 โš–๏ธ Neutral Market ๐Ÿ“‰
40 11:51 12:06 Now: 3 signals / Last 3 windows total: 10 โš–๏ธ Neutral Market
41 12:01 12:16 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
42 12:04 12:19 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
43 12:16 12:31 Now: 3 signals / Last 3 windows total: 9 ๐ŸงŠ Slow Market
44 12:25 12:40 Now: 2 signals / Last 3 windows total: 8 ๐ŸงŠ Slow Market ๐Ÿ“‰
45 12:35 12:50 Now: 2 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
46 12:47 13:02 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
47 12:54 13:09 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
48 12:59 13:14 Now: 3 signals / Last 3 windows total: 7 ๐ŸงŠ Slow Market ๐Ÿ“‰
49 13:29 13:44 Now: 1 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
50 13:42 13:57 Now: 2 signals / Last 3 windows total: 6 ๐ŸงŠ Slow Market ๐Ÿ“‰
51 14:08 14:23 Now: 1 signals / Last 3 windows total: 4 ๐ŸงŠ Slow Market ๐Ÿ“‰
52 14:12 14:27 Now: 2 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market ๐Ÿ“‰
53 14:27 14:42 Now: 2 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market
54 14:43 14:58 Now: 1 signals / Last 3 windows total: 5 ๐ŸงŠ Slow Market
55 15:05 15:20 Now: 1 signals / Last 3 windows total: 4 ๐ŸงŠ Slow Market

๐Ÿ“Š Option Price Table (ยฑ9 Rows from Central Strike)

The table below presents real-time data for call and put options centered around the strike price,
captured during significant price movements in KOSPI200 futures.

Displays ยฑ9 rows from the central strike, including bid/ask prices, volumes, delta, and executed volume,
in a symmetric layout for easy comparison between call and put options.
๐Ÿ“ˆ Call Options Strike ๐Ÿ“‰ Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
26,281 17 0.42 46 0.45 7.68 0.42 442.50 23.20 93.93 23 2 1.77 3 2
62,477 11 0.58 6 0.59 10.36 0.58 440.00 21 91.86 20.60 2 1.77 3 2
42,507 21 0.76 1 0.78 13.68 0.76 437.50 18.50 88.49 18.25 2 1.77 3 14
65,896 7 1.04 9 1.06 17.69 1.06 435.00 15.05 82.31 16.10 2 1.77 3 24
71,420 6 1.40 6 1.44 22.40 1.44 432.50 13.15 79.00 14.05 2 1.77 3 8
78,265 1 1.92 9 1.93 27.79 1.93 430.00 10.95 72.21 11.95 2 10 3 233
39,468 1 2.56 24 2.58 33.78 2.58 427.50 9.21 67.96 9.87 2 2.11 3 59
32,702 8 3.40 2 3.41 40.24 3.40 425.00 7.44 59.76 7.63 1 7.36 3 392
11,266 10 4.40 15 4.42 47.03 4.42 422.50 6 52.97 6.21 50 6 9 1,795
23,221 1 5.65 40 5.69 53.94 5.69 420.00 4.75 46.06 4.80 1 4.75 26 6,011
8,482 1 7.05 20 7.15 60.78 7.15 417.50 3.74 39.22 3.74 14 3.73 1 6,989
4,242 2 8.68 2 8.80 67.33 8.71 415.00 2.85 32.67 2.88 10 2.85 3 8,498
975 1 10.50 3 10.55 73.43 10.55 412.50 2.16 26.57 2.18 10 2.15 1 9,559
667 1 12.50 1 12.65 78.92 12.65 410.00 1.65 21.08 1.65 43 1.64 1 30,129
544 1 14.50 1 14.90 83.71 14.70 407.50 1.20 16.29 1.24 2 1.20 19 29,935
206 1 16.70 1 18 87.75 17 405.00 0.90 12.25 0.91 2 0.90 5 45,894
146 1 18.15 2 45.70 90.24 19.05 402.50 0.68 8.96 0.70 3 0.68 37 27,481
445 1 20.70 2 21.70 93.64 21.30 400.00 0.51 6.36 0.52 4 0.51 177 32,749
82 2 22.80 2 50.95 95.16 23.90 397.50 0.39 4.37 0.40 69 0.39 24 24,507

๐Ÿ“Œ Notes on Option Price Data:

  • Data is collected when the real-time futures price changes by more than 0.1%.
  • We gather quotes for 9 levels above and below the central strike at that moment, for both calls and puts.
  • Captured fields include volume, bid/ask prices and sizes, delta โ€“ key metrics for strategy development.
  • This dataset provides high-resolution intraday option quotes beyond traditional open/close snapshots.
  • It supports automated trading systems and backtesting analysis with thousands of entries accumulated.
  • Our strategies continue to evolve using this detailed, real-world data as a core foundation.

๐Ÿ“ฌ Completed Option Positions (State: 9)

This table shows option orders that were fully executed, where the State value is 9.
It includes details such as order ID, position type (Buy/Sell), and timestamps for transmission, acceptance, and execution,
making it useful for order flow analysis and backtesting.

๐Ÿ“ฌ List of Completed Option Orders
Code Position Sent Time Accepted Time Filled Time Order ID
301W7410 ๐Ÿ“ˆ Long 15:21:05.266 15:21:05.501 15:21:06.360 1202_1423_1423_8949
201W7430 ๐Ÿ“ˆ Long 15:21:04.267 15:21:04.563 15:21:04.767 1202_1423_1423_8949
โ„น๏ธ Explanation
  • Position is marked as ๐Ÿ“ˆ Long or ๐Ÿ“‰ Short for easy understanding.
  • Time columns follow the flow of Sent โ†’ Accepted โ†’ Filled to track the full order process.
  • Order ID is a unique identifier for each transaction, used in strategy validation and audit trails.

๐Ÿ“Œ Unclosed Call-Put 1:1 Short Pairs

This table shows Call and Put options that were sold together and are still open positions (not yet closed).
Each row includes the entry price and order ID, which help analyze exit timing and manage risk.

๐Ÿ“‰ Unclosed Short Positions
Call Option Entry Price Put Option Entry Price Order ID
201W7430 1.8 301W7410 1.86 1202_1423_1423_8949

๐Ÿงฎ Real-Time Margin Analysis Results

This table presents a real-time margin analysis of your currently held 1:1 Call-Put option pairs.
You can assess each position based on its individual Call Margin, Put Margin, and the Total Margin,
which may inform decisions on potential exit or risk mitigation.

๐Ÿ’ฐ Margin Analysis Table
Call Option Put Option Call Margin Put Margin Total Margin
201W7430 301W7410 -0.27 0.09 -0.18
๐Ÿ“˜ Margin Guide
  • 1:1 Call-Put Pair: A position where a Call and a Put were entered at the same strike price, either both bought or both sold simultaneously.
  • Total Margin: The sum of the individual Call and Put margins, representing the net real-time exposure of the position.
  • Margin Responsiveness: These values are updated in real time according to futures price movement (0.1%).
    A significant change may trigger an automatic exit condition based on your strategy’s thresholds.

๐Ÿ’ผ Matched Entry & Exit Positions + Margin Summary

The table below summarizes matched entry and exit positions where a trade was completed through both buy and sell actions.
For each entry, you’ll find the order type, entry time, option code, and liquidation margin.
This helps assess strategy profitability and risk management efficiency.

๐Ÿ“Š Matched Trade & Liquidation Margin Overview
Order ID Entry Type Option Code Sell Price Buy Price Liquidation Margin
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 1.64 1.5 0.14
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 1.46 1.53 -0.07
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.93 1.41 0.52
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.97 2.41 -0.44
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.99 1.42 0.57
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.96 2.42 -0.46
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 2.0 1.42 0.58
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.95 2.41 -0.46
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.39 1.66 -0.27
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.41 1.18 0.23
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.41 1.66 -0.25
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 1.42 1.18 0.24
1202_1309_1309_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.83 2.01 -0.18
1202_1309_1309_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.89 1.77 0.12
1202_1423_1423_8949 ๐Ÿ“‰ Entry (Short) 201W7430 1.8 2.06 -0.26
1202_1423_1423_8949 ๐Ÿ“‰ Entry (Short) 301W7410 1.86 1.77 0.09
โ„น๏ธ Interpretation Guide
  • Order ID: A unique identifier for each trading transaction, used to track and match entries and exits.
  • Entry Type: Classified based on the order ID suffix (e.g., 8949 for sell, 4989 for buy). Exit records are also included.
  • Liquidation Margin: The profit (or loss) calculated based on the difference between entry and exit prices. It reflects the result of the matched position.


๐Ÿ’ฐ [Settlement Summary] Fees and Net Profit Based on Option Pairs

This section summarizes the settlement details for paired Call and Put options.
It includes entry and exit fees, total transaction cost, and the final realized profit/loss (in KRW) for each position, categorized by entry type.

๐Ÿ“Š Option Fees & Profit Summary Table
Order ID Entry Type Option Code Entry Fee Exit Fee Total Fees Total P&L (KRW)
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 201W7430 -615 -562 -1,177 35,000
0902_0903_0903_4989 ๐Ÿ“ˆ Entry (Long) 301W7405 -547 -573 -1,120 -17,500
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -723 -528 -1,251 130,000
0946_1011_1016_8949 ๐Ÿ“‰ Entry (Short) 301W7410 -738 -903 -1,641 -110,000
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -746 -532 -1,278 142,500
0946_1017_1017_8949 ๐Ÿ“‰ Entry (Short) 301W7410 -735 -907 -1,642 -115,000
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -750 -532 -1,282 145,000
0946_1024_1024_8949 ๐Ÿ“‰ Entry (Short) 301W7410 -731 -903 -1,634 -115,000
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -521 -622 -1,143 -67,500
1101_1127_1133_8949 ๐Ÿ“‰ Entry (Short) 301W7405 -528 -442 -970 57,500
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -528 -622 -1,150 -62,500
1101_1135_1135_8949 ๐Ÿ“‰ Entry (Short) 301W7405 -532 -442 -974 60,000
1202_1309_1309_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -686 -753 -1,439 -45,000
1202_1309_1309_8949 ๐Ÿ“‰ Entry (Short) 301W7410 -708 -663 -1,371 30,000
1202_1423_1423_8949 ๐Ÿ“‰ Entry (Short) 201W7430 -675 -772 -1,447 -65,000
1202_1423_1423_8949 ๐Ÿ“‰ Entry (Short) 301W7410 -697 -663 -1,360 22,500
Total -20,879 25,000
โ„น๏ธ How to Read This Table
  • Entry/Exit Fees: These are the transaction costs associated with opening and closing positions. Total fees = entry + exit.
  • Total P&L (KRW): Net profit or loss in Korean Won, calculated based on settlement prices.
  • Color Indicators: Green for gains, Red for losses.

๐Ÿ“ˆ Realized Profit Overview

This table summarizes your total realized profit after all entries and exits have been settled.
It includes the total P&L, total fees, and the final net realized profit (P&L โˆ’ fees).

๐Ÿ’น Overall Profit Summary
Total P&L (KRW) Total Fees (KRW) Net Realized Profit (KRW)
25,000 -20,879 โœ… 4,121
โ„น๏ธ Interpretation Guide
  • Total P&L: Combined profit and loss from all closed trades.
  • Total Fees: Sum of all entry and exit transaction costs.
  • Net Realized Profit: Final earnings after subtracting total fees. Displayed with
    โœ… if positive,
    โŒ if negative.

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