2025-06-19 Derivatives Futures and Options Insights


📊 KOSPI200 Opening Strategy Overview (System Restart Notification)

This report provides a comprehensive overview of the KOSPI200 futures and options automated trading strategy executed at market open.
Developed using the Kiwoom Open API+ and Python, the system is designed to assess market conditions and manage risk in real time prior to trade execution.

⏱️ Market Opening Timestamp: 06-19 09:46

⚠️ Note: This opening timestamp was manually set by the operator following a system restart after the market had already opened.
As such, the displayed time may not exactly match the actual market open time. Please consider this when interpreting strategy performance and data.

✅ System Workflow: Strategy Initialization → Live Market Monitoring → Auto Order Execution on Signal Trigger → Auto Exit on Profit Target or Risk Threshold

📋 Strategy Structure

📌 Strategy Summary A pair trading model based on KOSPI200 futures, implementing either short strangle (dual option writing) or long strangle (dual option buying) positions. Designed to operate effectively during both range-bound and high-volatility market phases.
📈 Price Action Trigger When real-time futures price fluctuations exceed 0.1% from the reference price, the system evaluates entry conditions for trade initiation.
⚙️ Option Quote Aggregation Real-time option quotes are continuously collected for ±9 strike prices surrounding the at-the-money strike. If price movement surpasses 0.1%, data is stored in the database for live execution logic and historical backtesting.
🔍 Market Speed Assessment Execution intervals and trade volume changes are used to classify the market as fast or slow, dynamically adapting scenario rules accordingly.
🧭 Basis Arbitrage Analysis Analyzes pricing differentials between the near-month and next-month futures contracts to identify arbitrage opportunities and structural inefficiencies.
📅 Conditional Strategy Diversification Immediately after market open, volatility and trade density are assessed to branch into either a defensive strategy (risk-controlled) or a trend-following strategy (momentum-based).
🧠 System Architecture The system is fully automated, encompassing monitoring, execution, and exit logic, and has been refined through continuous backtesting using actual trade data.
🛡️ Risk Management Protocols Proactive risk mitigation is performed when significant directional shifts or option pricing distortions are detected. This includes preemptive exits or strategic model transitions.

📊 This strategy is powered by a high-frequency trading engine capable of reacting swiftly to market volatility,
enabling fully automated trade execution based on real-time data analytics and predefined signal logic.

📈 Post-Close Reports: An automated end-of-day P&L summary and strategy performance report is generated daily, providing a quantitative breakdown of trade outcomes and system behavior.



📊 (⏱️ 06-19 10:00) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 398.25 402.95 397.25 86,352 399.25 0.17 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 399.6 403.65 398.2 203 400.74 1.47 2.61 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 398.25 399.25 0.17 1.17 -1.0 +1.00
📙 Next Month 399.6 400.74 1.47 2.61 -1.14 +1.14

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 7 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 10:00, total 7 points)
As of 06-19 10:00, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 10:00

📌 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 session’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.


🚦 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 398.25, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
7,701 3 2.14 3 2.15 16.73 2.15 420.00 23.75 82.88 24.55 1 23.75 1 0
4,137 5 2.53 3 2.55 19.57 2.55 417.50 19.60 80.00 53.95 10 20.75 3 2
4,437 1 3 4 3.04 22.74 3.02 415.00 20.15 77.45 21.70 2 19.55 2 18
2,695 1 3.55 2 3.57 26.17 3.57 412.50 17.75 73.37 18.50 2 17.95 2 23
2,730 2 4.19 2 4.21 29.81 4.20 410.00 16.35 70.15 16.65 2 16.10 2 15
1,541 2 4.92 6 4.95 33.80 4.94 407.50 15.15 65.68 14.95 2 14.25 2 73
2,414 4 5.76 2 5.79 37.85 5.78 405.00 12.90 61.93 13.05 1 12.90 3 256
1,448 2 6.71 4 6.76 42.22 6.72 402.50 11.35 57.71 11.50 1 11.40 1 357
1,803 1 7.77 5 7.91 46.66 7.79 400.00 10.05 53.28 10.10 2 9.98 1 1,316
640 3 8.97 1 9.03 51.23 9.01 397.50 8.75 48.77 8.77 1 8.71 2 1,645
221 1 10.30 1 10.40 56.42 10.55 395.00 7.58 44.49 7.61 3 7.55 2 1,563
123 2 11.55 3 12.10 60.20 12 392.50 6.48 39.81 6.56 1 6.53 1 1,894
110 2 13.20 2 13.80 64.77 13.80 390.00 5.62 35.39 5.64 2 5.61 3 3,279
39 2 14.95 2 15.25 69.44 15.65 387.50 4.83 31.17 4.84 2 4.81 4 2,857
77 2 16.65 2 17.25 73.38 17.30 385.00 4.13 27.37 4.14 3 4.10 3 3,494
8 2 18.65 2 19.15 76.89 19.10 382.50 3.51 23.44 3.54 5 3.52 2 3,323
12 2 18.10 2 22.20 80.34 21 380.00 3.01 19.93 3.02 8 3.01 1 8,935
2 1 22.65 1 23.30 83.20 23 377.50 2.56 16.77 2.58 4 2.56 7 5,442
4 1 24.70 1 25.30 86.28 24.70 375.00 2.20 13.99 2.21 9 2.19 8 6,895

📌 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 – 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.



📊 (⏱️ 06-19 10:01) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 397.85 402.95 397.25 87,244 398.85 0.17 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 398.95 403.65 398.2 204 400.36 1.2 2.61 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 397.85 398.85 0.17 1.17 -1.0 +1.00
📙 Next Month 398.95 400.36 1.2 2.61 -1.41 +1.41

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 8 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 10:01, total 8 points)
As of 06-19 10:01, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 10:01

📌 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 session’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.


🚦 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 397.85, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
7,798 11 2.07 7 2.09 16.31 2.08 420.00 23.75 82.88 25.05 2 24.05 1 0
4,175 4 2.46 7 2.48 19.10 2.47 417.50 19.60 80.00 53.95 10 20.75 3 2
4,467 12 2.92 2 2.94 22.20 2.94 415.00 20.15 77.45 21.70 2 19.55 2 18
2,726 3 3.45 2 3.48 25.58 3.47 412.50 17.75 73.37 18.85 2 18.25 2 23
2,841 3 4.08 1 4.10 29.23 4.09 410.00 16.65 70.85 17 2 16.40 2 16
1,561 21 4.78 4 4.85 32.92 4.83 407.50 15.15 65.68 15.15 2 14.45 2 73
2,452 4 5.61 3 5.65 37.26 5.62 405.00 13.05 62.67 13.35 1 12.80 3 261
1,470 3 6.53 4 6.62 41.56 6.57 402.50 11.70 58.44 11.75 2 11.65 1 360
1,823 2 7.59 1 7.63 45.99 7.62 400.00 10.25 54.01 10.35 4 10.25 1 1,322
648 2 8.77 2 8.83 50.69 8.95 397.50 8.95 49.49 8.96 1 8.90 3 1,669
222 1 10 1 10.25 55.38 10.25 395.00 7.76 44.96 7.79 1 7.75 2 1,580
123 1 11.50 3 12 60.20 12 392.50 6.61 40.34 6.73 2 6.70 2 1,903
111 2 13 2 13.60 63.94 13.15 390.00 5.75 36.15 5.79 2 5.76 3 3,333
40 1 14.75 2 14.95 68.74 15.10 387.50 4.95 31.81 4.96 1 4.94 2 2,891
77 1 16.45 2 17.05 73.38 17.30 385.00 4.23 27.77 4.25 2 4.23 2 3,567
8 2 18.25 2 18.75 76.89 19.10 382.50 3.61 23.96 3.64 3 3.61 2 3,344
12 2 18.10 3 22.20 80.34 21 380.00 3.09 20.44 3.10 7 3.09 4 9,148
2 2 22.05 2 23 83.20 23 377.50 2.65 17.23 2.66 4 2.64 2 5,509
4 1 24.40 1 25.05 86.28 24.70 375.00 2.27 14.34 2.27 9 2.26 1 6,952

📌 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 – 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.



📊 (⏱️ 06-19 10:30) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 397.9 402.95 396.55 114,294 398.68 0.39 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 398.5 403.65 397.35 244 400.24 0.86 2.6 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 397.9 398.68 0.39 1.17 -0.78 +0.78
📙 Next Month 398.5 400.24 0.86 2.6 -1.74 +1.74

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 18 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 10:30, total 18 points)
As of 06-19 10:30, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 10:30

📌 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 session’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.


🚦 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 397.9, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
9,550 3 2.03 5 2.05 16.12 2.03 420.00 23.75 82.88 25.30 1 24.55 1 0
5,253 5 2.42 6 2.44 18.89 2.43 417.50 19.60 80.00 24.10 3 21.80 2 2
6,311 5 2.87 4 2.89 21.97 2.88 415.00 20.15 77.45 22.75 2 19.55 2 18
3,506 5 3.37 1 3.42 25.33 3.41 412.50 17.75 73.37 18.90 2 18.50 2 23
3,604 2 3.99 2 4.01 28.61 3.95 410.00 16.75 71.27 17.05 2 16.60 2 21
2,535 5 4.68 3 4.72 32.86 4.71 407.50 15.55 68.32 15.25 2 14.70 2 74
3,053 1 5.53 1 5.56 36.97 5.55 405.00 13.60 64.37 13.40 2 13.15 4 272
1,903 2 6.42 1 6.50 41.26 6.48 402.50 11.60 58.74 12.05 5 11.55 1 446
2,247 6 7.43 1 7.57 45.69 7.53 400.00 10.15 54.31 10.30 4 10.10 2 1,427
967 5 8.59 1 8.74 50.20 8.69 397.50 8.87 49.80 8.97 6 8.82 4 2,177
339 1 9.92 2 10.50 54.73 9.99 395.00 7.70 45.27 7.71 1 7.66 3 1,889
143 3 10.95 2 11.50 57.87 11 392.50 6.63 40.77 6.66 3 6.61 2 2,560
116 2 12.45 2 13.15 61.71 12.25 390.00 5.68 36.35 5.68 3 5.64 1 3,929
58 2 14.25 2 14.75 67.76 14.40 387.50 4.83 32.09 4.85 2 4.82 2 3,509
100 2 16 2 16.50 71.84 16.35 385.00 4.14 28.03 4.15 5 4.12 4 4,442
12 2 18 2 18.35 74.57 18.10 382.50 3.50 24.20 3.52 4 3.49 2 4,005
19 2 19.15 2 20.50 78.08 19.55 380.00 2.98 20.66 2.99 8 2.98 1 11,640
2 2 19.30 2 22.70 83.20 23 377.50 2.52 17.43 2.54 5 2.52 1 7,491
4 1 23.80 1 24.55 86.28 24.70 375.00 2.16 14.52 2.17 4 2.15 3 9,037

📌 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 – 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.



📊 (⏱️ 06-19 10:31) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 398.3 402.95 396.55 115,424 399.11 0.36 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 398.5 403.65 397.35 244 400.24 0.86 2.6 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 398.3 399.11 0.36 1.17 -0.81 +0.81
📙 Next Month 398.5 400.24 0.86 2.6 -1.74 +1.74

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 19 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 10:31, total 19 points)
As of 06-19 10:31, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 10:31

📌 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 session’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.


🚦 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 398.3, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
9,620 3 2.12 2 2.13 16.48 2.12 420.00 23.75 82.88 25.05 1 24 2 0
5,320 5 2.51 5 2.53 19.43 2.52 417.50 19.60 80.00 24.10 3 21.80 2 2
6,365 4 2.97 3 2.98 22.40 2.97 415.00 20.15 77.45 22.75 2 19.55 2 18
3,531 4 3.50 3 3.53 25.72 3.50 412.50 17.75 73.37 18.70 2 18.05 2 23
3,627 1 4.14 2 4.17 29.64 4.15 410.00 16.75 71.27 16.95 2 16.30 1 21
2,573 3 4.86 1 4.89 33.57 4.87 407.50 15.55 68.32 15.10 2 14.55 2 74
3,080 4 5.68 1 5.71 37.71 5.70 405.00 13.60 64.37 13.10 1 12.90 2 272
1,913 3 6.58 1 6.65 41.35 6.55 402.50 11.60 58.55 11.85 3 11.35 1 450
2,264 4 7.64 3 7.75 46.46 7.70 400.00 9.95 53.54 10.10 6 9.94 2 1,434
977 1 8.87 7 8.94 50.98 8.90 397.50 8.66 49.02 8.75 4 8.61 8 2,187
340 4 10.10 1 10.25 54.61 10.05 395.00 7.57 44.91 7.52 2 7.47 3 1,895
145 3 11.15 2 11.90 59.80 11.65 392.50 6.52 40.61 6.48 1 6.43 7 2,568
116 2 12.65 2 13.40 61.71 12.25 390.00 5.53 35.81 5.53 1 5.50 8 3,939
58 2 14.45 2 15.20 67.76 14.40 387.50 4.70 31.39 4.78 5 4.69 1 3,529
101 2 16.30 1 16.75 71.93 16.55 385.00 4.09 27.86 4.02 4 4 2 4,457
12 2 18.15 2 18.75 74.57 18.10 382.50 3.44 23.75 3.44 4 3.40 3 4,065
19 2 19.15 2 22.20 78.08 19.55 380.00 2.89 20.11 2.89 2 2.88 7 11,720
2 1 21.75 1 22.80 83.20 23 377.50 2.44 16.93 2.46 4 2.44 5 7,545
4 1 24.05 2 25.10 86.28 24.70 375.00 2.09 14.19 2.09 2 2.08 7 9,074

📌 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 – 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.



📊 (⏱️ 06-19 10:35) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 397.85 402.95 396.55 118,019 399.05 0.03 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 399.0 403.65 397.35 248 400.51 1.1 2.61 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 397.85 399.05 0.03 1.17 -1.2 +1.14
📙 Next Month 399.0 400.51 1.1 2.61 -1.51 +1.51

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 20 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 10:35, total 20 points)
As of 06-19 10:35, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 10:35

📌 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 session’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.


🚦 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 397.85, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
9,762 14 2.05 2 2.07 16.43 2.07 420.00 23.75 82.88 24.90 1 24.15 1 0
5,461 2 2.44 3 2.45 19.35 2.44 417.50 19.60 80.00 24.10 3 21.80 2 2
6,605 5 2.89 6 2.91 22.47 2.91 415.00 20.15 77.45 22.75 2 19.55 2 18
3,597 1 3.42 4 3.46 25.74 3.44 412.50 17.75 73.37 18.70 2 18.15 2 23
3,694 1 4.04 3 4.06 29.40 4.08 410.00 16.30 70.31 16.95 2 16.55 2 22
2,631 1 4.75 2 4.77 33.37 4.79 407.50 14.90 66.53 15.15 2 14.45 2 75
3,125 1 5.56 3 5.59 37.61 5.57 405.00 13.60 64.37 13.30 2 12.85 3 272
1,940 2 6.49 3 6.55 41.92 6.49 402.50 11.30 57.92 11.75 5 11.55 2 454
2,296 2 7.53 6 7.61 46.25 7.61 400.00 10.20 53.64 10.25 2 10.10 1 1,443
1,012 2 8.70 3 8.82 50.76 8.77 397.50 8.90 49.13 8.90 2 8.85 2 2,215
350 1 10 2 10.15 55.40 10.05 395.00 7.62 44.75 7.72 1 7.66 2 1,917
152 2 11.35 4 11.90 60.05 11.75 392.50 6.58 40.20 6.65 3 6.61 1 2,596
116 2 12.85 2 13.50 61.71 12.25 390.00 5.62 35.61 5.71 2 5.68 4 3,979
58 2 14.50 2 15.10 67.76 14.40 387.50 4.88 31.49 4.89 1 4.86 1 3,568
103 2 16.40 2 16.90 72.72 16.65 385.00 4.16 27.46 4.16 1 4.14 5 4,626
12 2 18.25 2 18.75 74.57 18.10 382.50 3.52 24.03 3.55 2 3.53 3 4,105
19 2 19.15 3 22.20 78.08 19.55 380.00 3.02 20.18 3.03 4 3.01 9 11,940
2 1 22.25 1 22.85 83.20 23 377.50 2.57 17.00 2.57 1 2.56 1 7,636
4 1 24.35 1 25.05 86.28 24.70 375.00 2.18 14.13 2.19 5 2.18 1 9,172

📌 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 – 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.



📊 (⏱️ 06-19 10:47) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 397.85 402.95 396.55 123,387 398.55 0.47 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 398.55 403.65 397.35 249 399.83 1.32 2.6 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 397.85 398.55 0.47 1.17 -0.7 +0.70
📙 Next Month 398.55 399.83 1.32 2.6 -1.28 +1.28

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 22 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 10:47, total 22 points)
As of 06-19 10:47, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 10:47

📌 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 session’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.


🚦 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 397.85, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market
19 10:29 10:44 Now: 4 signals / Last 3 windows total: 14 ⚖️ Neutral Market
20 10:32 10:47 Now: 3 signals / Last 3 windows total: 11 ⚖️ Neutral Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
10,201 8 2.03 7 2.05 15.97 2.05 420.00 24.90 84.02 25.10 1 24.55 1 1
5,881 1 2.41 4 2.42 18.73 2.41 417.50 19.60 80.00 24.10 3 21.80 2 2
6,956 2 2.86 6 2.87 21.95 2.84 415.00 20.15 77.45 22.75 2 19.55 2 18
3,783 2 3.38 5 3.40 24.94 3.35 412.50 17.75 73.37 18.85 2 18.45 2 23
3,859 3 3.99 3 4.02 28.55 3.96 410.00 16.50 70.69 16.95 2 16.55 2 23
2,767 3 4.69 1 4.72 32.64 4.71 407.50 14.90 66.53 15.25 2 14.70 2 75
3,322 2 5.51 1 5.54 36.42 5.52 405.00 13.15 62.84 13.65 2 13.10 2 274
2,027 2 6.43 2 6.48 41.03 6.45 402.50 12.05 59.71 11.75 1 11.60 1 457
2,377 2 7.45 1 7.52 45.11 7.47 400.00 10.20 54.89 10.25 1 10.15 5 1,555
1,083 2 8.61 4 8.74 49.63 8.65 397.50 8.86 50.04 8.95 7 8.85 1 2,336
367 3 9.94 2 10.05 54.26 9.88 395.00 7.73 45.45 7.71 3 7.67 1 1,995
187 3 11.35 5 11.50 58.77 11.30 392.50 6.64 41.33 6.64 2 6.61 2 2,740
116 2 12.55 2 13.20 61.71 12.25 390.00 5.74 36.46 5.69 1 5.67 1 4,116
58 2 14.25 2 14.90 67.76 14.40 387.50 4.85 32.30 4.92 6 4.85 2 3,669
106 2 16.10 2 16.50 71.03 16 385.00 4.14 28.23 4.15 5 4.13 2 5,164
12 2 18 2 18.45 74.57 18.10 382.50 3.54 24.66 3.53 2 3.51 1 4,250
19 2 19.65 3 22.20 78.08 19.55 380.00 3 20.83 3 3 2.99 8 12,649
2 2 21.25 2 22.70 83.20 23 377.50 2.55 17.58 2.55 1 2.54 4 8,141
4 1 24.05 1 24.55 86.28 24.70 375.00 2.17 14.66 2.17 4 2.16 13 9,720

📌 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 – 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.



📊 (⏱️ 06-19 12:21) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 398.25 402.95 396.55 150,458 399.07 0.35 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 398.85 403.65 397.35 274 400.16 1.29 2.6 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 398.25 399.07 0.35 1.17 -0.82 +0.82
📙 Next Month 398.85 400.16 1.29 2.6 -1.31 +1.31

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 31 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 12:21, total 31 points)
As of 06-19 12:21, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 12:21

📌 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 session’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.


🚦 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 398.25, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market
19 10:29 10:44 Now: 4 signals / Last 3 windows total: 14 ⚖️ Neutral Market
20 10:32 10:47 Now: 3 signals / Last 3 windows total: 11 ⚖️ Neutral Market
21 10:34 10:49 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
22 10:37 10:52 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
23 10:45 11:00 Now: 4 signals / Last 3 windows total: 12 ⚖️ Neutral Market
24 10:58 11:13 Now: 2 signals / Last 3 windows total: 10 ⚖️ Neutral Market
25 11:19 11:34 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
26 11:36 11:51 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 📉
27 11:43 11:58 Now: 2 signals / Last 3 windows total: 4 🧊 Slow Market
28 11:48 12:03 Now: 3 signals / Last 3 windows total: 6 🧊 Slow Market
29 12:06 12:21 Now: 1 signals / Last 3 windows total: 6 🧊 Slow Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
13,445 15 1.96 15 1.98 16.50 1.96 420.00 24.30 83.64 24.55 1 24.05 1 37
8,227 7 2.33 3 2.34 19.18 2.32 417.50 19.60 80.00 22.90 2 21.80 2 2
9,593 6 2.77 4 2.79 22.50 2.78 415.00 20.15 77.45 22.75 2 19.55 2 18
6,756 2 3.29 2 3.30 25.72 3.29 412.50 18.90 75.28 18.35 2 17.95 2 24
5,491 3 3.90 3 3.92 29.39 3.90 410.00 16.45 71.00 16.50 2 16.10 2 62
3,462 4 4.57 1 4.63 33.45 4.59 407.50 14.55 67.16 14.75 2 14.35 2 79
4,011 2 5.42 2 5.45 37.64 5.44 405.00 13.45 64.15 13.15 2 12.65 2 337
3,139 2 6.32 2 6.38 41.67 6.33 402.50 11.20 58.08 11.25 4 11.15 3 578
2,655 3 7.38 1 7.46 46.17 7.42 400.00 9.77 53.61 9.79 2 9.73 8 1,823
1,464 1 8.59 1 8.65 50.90 8.63 397.50 8.50 49.39 8.51 4 8.44 1 2,914
564 3 9.91 1 9.98 55.22 9.93 395.00 7.33 44.62 7.34 4 7.28 1 2,392
527 2 11.35 2 11.45 59.68 11.35 392.50 6.26 39.97 6.28 3 6.25 1 3,060
148 2 12.75 2 13.10 64.22 12.90 390.00 5.38 36.01 5.35 3 5.33 14 4,870
64 2 14.55 1 14.75 68.35 14.55 387.50 4.57 31.31 4.59 4 4.54 1 4,214
122 2 16.25 1 16.55 71.93 16.25 385.00 3.88 27.48 3.88 2 3.85 3 6,156
22 2 18.15 2 18.50 76.39 18.50 382.50 3.29 23.72 3.28 3 3.26 1 5,382
48 2 19.70 2 20.70 79.53 20.30 380.00 2.77 20.16 2.78 7 2.77 2 15,527
3 1 22.15 1 22.65 82.60 22.40 377.50 2.36 17.16 2.35 5 2.34 4 10,476
5 1 24.30 5 24.75 85.78 24.55 375.00 1.99 14.11 2 7 1.98 11 11,621

📌 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 – 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.



📊 (⏱️ 06-19 12:36) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 397.85 402.95 396.55 153,548 398.83 0.19 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 399.0 403.65 397.35 276 400.53 1.08 2.61 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 397.85 398.83 0.19 1.17 -0.98 +0.98
📙 Next Month 399.0 400.53 1.08 2.61 -1.53 +1.53

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 32 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 12:36, total 32 points)
As of 06-19 12:36, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 12:36

📌 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 session’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.


🚦 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 397.85, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market
19 10:29 10:44 Now: 4 signals / Last 3 windows total: 14 ⚖️ Neutral Market
20 10:32 10:47 Now: 3 signals / Last 3 windows total: 11 ⚖️ Neutral Market
21 10:34 10:49 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
22 10:37 10:52 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
23 10:45 11:00 Now: 4 signals / Last 3 windows total: 12 ⚖️ Neutral Market
24 10:58 11:13 Now: 2 signals / Last 3 windows total: 10 ⚖️ Neutral Market
25 11:19 11:34 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
26 11:36 11:51 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 📉
27 11:43 11:58 Now: 2 signals / Last 3 windows total: 4 🧊 Slow Market
28 11:48 12:03 Now: 3 signals / Last 3 windows total: 6 🧊 Slow Market
29 12:06 12:21 Now: 1 signals / Last 3 windows total: 6 🧊 Slow Market
30 12:21 12:36 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
13,803 19 1.91 7 1.93 16.29 1.92 420.00 24.25 83.65 24.75 1 24.15 1 52
8,447 11 2.27 5 2.29 19.08 2.28 417.50 19.60 80.00 22.90 2 21.80 2 2
9,749 3 2.71 4 2.72 22.17 2.71 415.00 20.15 77.45 22.75 2 19.55 2 18
6,862 1 3.22 4 3.23 25.23 3.23 412.50 18.90 75.28 18.55 2 18.05 2 24
5,634 2 3.81 1 3.83 29.20 3.82 410.00 16.50 70.80 16.75 1 16.45 2 64
3,485 1 4.51 4 4.55 33.10 4.51 407.50 14.55 67.16 14.75 2 14.35 2 79
4,054 2 5.31 3 5.35 37.23 5.32 405.00 12.75 62.74 13.05 2 12.65 3 338
3,180 1 6.23 3 6.29 41.53 6.24 402.50 11.25 58.31 11.55 6 11.40 2 583
2,682 2 7.28 2 7.31 45.96 7.30 400.00 9.95 54.01 10.05 4 9.92 3 1,866
1,549 4 8.42 7 8.54 50.47 8.47 397.50 8.67 49.53 8.68 1 8.63 4 2,964
575 1 9.73 4 9.86 55.06 9.85 395.00 7.48 45.00 7.51 3 7.45 4 2,424
532 1 11.20 3 11.30 59.68 11.40 392.50 6.44 40.50 6.46 3 6.38 6 3,104
151 2 12.55 2 13.10 63.92 12.90 390.00 5.50 36.10 5.51 1 5.47 4 4,910
66 1 14.40 2 14.80 67.96 14.50 387.50 4.69 31.85 4.71 2 4.68 2 4,252
125 1 16.15 2 16.30 72.20 16.25 385.00 4.01 27.80 4.01 3 3.97 4 6,250
22 2 17.85 2 18.50 76.39 18.50 382.50 3.39 23.99 3.40 3 3.38 1 5,433
48 3 19.70 2 20.70 79.53 20.30 380.00 2.87 20.47 2.88 8 2.87 3 15,887
3 1 21.95 1 22.55 82.60 22.40 377.50 2.43 17.25 2.44 6 2.42 15 10,600
5 2 24.05 1 24.60 85.78 24.55 375.00 2.07 14.36 2.08 7 2.06 3 11,776

📌 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 – 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.



📊 (⏱️ 06-19 12:47) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 398.25 402.95 396.55 156,108 398.79 0.63 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 398.5 403.65 397.35 279 400.05 1.05 2.6 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 398.25 398.79 0.63 1.17 -0.54 +0.54
📙 Next Month 398.5 400.05 1.05 2.6 -1.55 +1.55

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 33 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 12:47, total 33 points)
As of 06-19 12:47, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 12:47

📌 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 session’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.


🚦 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 398.25, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market
19 10:29 10:44 Now: 4 signals / Last 3 windows total: 14 ⚖️ Neutral Market
20 10:32 10:47 Now: 3 signals / Last 3 windows total: 11 ⚖️ Neutral Market
21 10:34 10:49 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
22 10:37 10:52 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
23 10:45 11:00 Now: 4 signals / Last 3 windows total: 12 ⚖️ Neutral Market
24 10:58 11:13 Now: 2 signals / Last 3 windows total: 10 ⚖️ Neutral Market
25 11:19 11:34 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
26 11:36 11:51 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 📉
27 11:43 11:58 Now: 2 signals / Last 3 windows total: 4 🧊 Slow Market
28 11:48 12:03 Now: 3 signals / Last 3 windows total: 6 🧊 Slow Market
29 12:06 12:21 Now: 1 signals / Last 3 windows total: 6 🧊 Slow Market
30 12:21 12:36 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
31 12:32 12:47 Now: 2 signals / Last 3 windows total: 5 🧊 Slow Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
13,975 11 1.97 12 1.99 16.43 1.98 420.00 24.25 83.65 24.85 1 23.75 1 52
8,557 9 2.34 11 2.36 19.03 2.35 417.50 19.60 80.00 23.20 2 1.81 2 2
9,866 4 2.78 5 2.80 22.12 2.79 415.00 20.15 77.45 21.60 2 18.95 2 18
6,965 3 3.30 2 3.32 25.74 3.31 412.50 18.90 75.28 18.45 2 17.90 2 24
5,769 4 3.91 1 3.92 29.14 3.92 410.00 16.50 71.38 16.60 2 15.90 2 66
3,507 8 4.53 1 4.63 33.04 4.63 407.50 14.55 67.16 14.80 2 14.15 2 79
4,092 1 5.43 4 5.46 37.16 5.45 405.00 12.75 62.74 13.20 2 12.45 2 338
3,195 3 6.34 2 6.39 41.35 6.37 402.50 11.35 58.92 11.25 3 11.15 2 598
2,730 4 7.39 2 7.45 45.74 7.38 400.00 9.80 54.17 9.80 3 9.75 2 1,882
1,573 4 8.58 1 8.65 50.43 8.59 397.50 8.49 49.66 8.49 2 8.44 2 3,010
589 3 9.91 1 9.98 55.06 9.90 395.00 7.32 45.12 7.32 2 7.29 1 2,465
543 3 11.35 3 11.45 59.29 11.35 392.50 6.30 40.52 6.29 2 6.25 1 3,128
154 2 12.95 1 13.35 64.00 12.90 390.00 5.38 36.00 5.37 2 5.34 2 4,944
66 2 14.25 2 15.10 67.96 14.50 387.50 4.56 32.06 4.58 3 4.55 5 4,281
129 2 16.20 1 16.55 72.14 16.50 385.00 3.88 27.64 3.88 8 3.86 1 6,310
22 2 18.05 2 18.70 76.39 18.50 382.50 3.30 23.95 3.29 3 3.27 2 5,506
48 2 19.90 2 20.80 79.53 20.30 380.00 2.78 20.52 2.78 2 2.77 15 16,141
3 1 21.85 1 23.15 82.60 22.40 377.50 2.36 17.32 2.36 5 2.34 8 10,676
5 1 24 5 24.75 85.78 24.55 375.00 2 14.29 2 4 1.99 9 11,898

📌 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 – 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.



📊 (⏱️ 06-19 14:12) KOSPI200 Futures Price Fluctuation (0.1%) — 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 398.25 402.95 396.55 182,321 399.14 0.28 1.17 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 399.1 403.65 397.35 337 400.56 1.15 2.61 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 398.25 399.14 0.28 1.17 -0.89 +0.89
📙 Next Month 399.1 400.56 1.15 2.61 -1.46 +1.46

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📉 KOSPI200 Futures Price Movement Visualization (Total: 43 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 14:12, total 43 points)
As of 06-19 14:12, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 14:12

📌 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 session’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.


🚦 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 398.25, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market
19 10:29 10:44 Now: 4 signals / Last 3 windows total: 14 ⚖️ Neutral Market
20 10:32 10:47 Now: 3 signals / Last 3 windows total: 11 ⚖️ Neutral Market
21 10:34 10:49 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
22 10:37 10:52 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
23 10:45 11:00 Now: 4 signals / Last 3 windows total: 12 ⚖️ Neutral Market
24 10:58 11:13 Now: 2 signals / Last 3 windows total: 10 ⚖️ Neutral Market
25 11:19 11:34 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
26 11:36 11:51 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 📉
27 11:43 11:58 Now: 2 signals / Last 3 windows total: 4 🧊 Slow Market
28 11:48 12:03 Now: 3 signals / Last 3 windows total: 6 🧊 Slow Market
29 12:06 12:21 Now: 1 signals / Last 3 windows total: 6 🧊 Slow Market
30 12:21 12:36 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
31 12:32 12:47 Now: 2 signals / Last 3 windows total: 5 🧊 Slow Market
32 12:40 12:55 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
33 12:42 12:57 Now: 3 signals / Last 3 windows total: 7 🧊 Slow Market
34 12:50 13:05 Now: 3 signals / Last 3 windows total: 8 🧊 Slow Market
35 13:11 13:26 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
36 13:16 13:31 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
37 13:29 13:44 Now: 2 signals / Last 3 windows total: 5 🧊 Slow Market
38 13:30 13:45 Now: 3 signals / Last 3 windows total: 7 🧊 Slow Market
39 13:34 13:49 Now: 3 signals / Last 3 windows total: 8 🧊 Slow Market
40 13:53 14:08 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
41 13:57 14:12 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
16,450 13 1.86 7 1.88 16.59 1.87 420.00 24.25 83.65 24.25 1 23.60 1 52
11,264 9 2.23 9 2.25 19.47 2.24 417.50 19.60 80.00 23.20 2 1.81 2 2
11,617 7 2.68 3 2.69 22.56 2.70 415.00 19.70 76.84 21.60 2 19.60 2 29
8,378 3 3.20 4 3.22 25.98 3.22 412.50 17.50 73.42 18.15 2 17.65 2 28
6,923 3 3.81 7 3.86 29.66 3.84 410.00 15.35 68.95 16.35 2 15.75 2 67
3,890 2 4.53 5 4.57 33.62 4.54 407.50 14.25 66.45 14.50 2 14 2 84
4,824 1 5.37 5 5.41 37.73 5.39 405.00 12.60 62.27 12.65 1 12.45 5 388
3,630 4 6.30 1 6.33 42.04 6.34 402.50 11 57.60 11.10 2 10.75 7 687
3,518 1 7.38 3 7.41 46.52 7.40 400.00 9.67 53.48 9.68 1 9.61 2 2,352
1,876 1 8.59 3 8.66 51.03 8.60 397.50 8.38 48.97 8.40 1 8.34 2 3,545
656 2 9.93 1 9.97 55.52 9.97 395.00 7.21 44.48 7.24 2 7.20 2 2,936
599 1 11.40 3 11.50 60.27 11.60 392.50 6.20 39.99 6.23 3 6.19 2 3,498
163 2 12.95 2 13.35 65.22 13.30 390.00 5.30 35.61 5.33 2 5.29 3 5,367
69 2 14.45 2 15.05 68.86 14.85 387.50 4.53 31.34 4.54 1 4.51 2 4,600
144 1 16.45 2 16.80 73.20 16.75 385.00 3.85 27.33 3.86 2 3.82 5 7,234
33 2 18.30 2 18.75 77.30 19 382.50 3.28 23.56 3.29 4 3.27 2 6,242
65 2 20.15 2 22.05 80.59 21.05 380.00 2.78 20.10 2.79 12 2.78 3 18,809
3 1 22.45 2 23 82.60 22.40 377.50 2.36 16.92 2.37 3 2.36 9 11,521
11 2 24.40 2 25.10 86.73 25.65 375.00 2.02 14.04 2.02 1 2.01 12 13,932

📌 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 – 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.



🧮 (⏱️ 06-19 15:06) Delta-Based Center Strike Identification Algorithm

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

📐 Definition of Center Strike The strike at which the call delta (+0.5) and put delta (–0.5) are in equilibrium is considered the “At-The-Money” (ATM) level in the options market.
🔍 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 side’s delta.
📊 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 performed—from call to put—to validate mutual alignment.
📏 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.
✅ ATM Identification Condition If both call and put deltas fall within each other’s adjusted range, the corresponding strike is confirmed as the ATM strike and returned as the central point.
⚙️ 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.
⚠️ Filtering Criteria Deltas with a value of zero are excluded due to lack of reliability. A minimum of ±9 strike data points is recommended for robust analysis.
💡 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.

🧠 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)

📌 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.

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
5,702 26 1.73 24 1.75 14.43 1.92 422.50 25.80 85.47 26.60 1 25.80 1 0
18,236 4 2.08 23 2.09 18.18 2.08 420.00 24.25 83.65 23.10 1 22.40 1 52
12,376 7 2.48 13 2.50 21.16 2.49 417.50 19.60 80.00 21.05 2 20.50 2 2
12,679 3 2.97 4 2.98 24.64 2.97 415.00 19.70 76.84 18.75 2 18.55 2 29
9,221 8 3.53 7 3.55 28.08 3.53 412.50 17.50 73.42 16.85 2 16.60 2 28
7,605 2 4.20 1 4.22 31.83 4.20 410.00 15.70 69.65 15.05 2 14.85 2 68
4,330 6 4.94 3 5.01 35.75 4.93 407.50 14.25 66.45 13.35 2 13.10 2 84
5,422 5 5.86 17 5.89 40.13 5.83 405.00 11.60 59.57 11.60 2 11.55 6 433
3,909 4 6.85 1 6.91 44.69 6.88 402.50 10.10 55.31 10.15 4 10.05 7 754
4,288 6 7.99 1 8.05 49.03 8.03 400.00 8.75 50.71 8.78 2 8.74 2 3,110
2,491 3 9.28 1 9.38 52.93 9.23 397.50 7.58 46.56 7.57 4 7.52 3 4,522
749 2 10.70 3 10.80 57.79 10.70 395.00 6.51 42.01 6.49 3 6.45 13 3,144
609 4 12.15 1 12.40 61.30 12.10 392.50 5.54 37.30 5.55 2 5.52 7 3,729
193 2 13.90 1 14.05 66.49 13.80 390.00 4.72 33.18 4.74 2 4.71 2 5,789
75 2 15.65 2 15.90 70.61 15.60 387.50 4.03 29.22 4.03 3 4 3 4,830
171 2 17.55 2 17.75 74.30 17.35 385.00 3.42 25.38 3.42 5 3.40 1 7,966
35 2 19.50 2 19.90 77.60 19.50 382.50 2.91 21.72 2.90 1 2.89 2 7,017
65 1 21.45 1 21.90 80.59 21.05 380.00 2.47 18.41 2.47 8 2.46 6 21,213
3 1 23.55 1 24.05 82.60 22.40 377.50 2.11 15.40 2.11 8 2.09 13 12,408

📌 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 – 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.



📈 KOSPI200 End-of-Day Liquidation Summary and Performance Analysis

🔚 Liquidation Time: Positions automatically closed just before market close

📦 Liquidation Method: Remaining open option positions identified → Unsettled positions prioritized → Auto-liquidation triggered upon condition match

📌 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.



📘 Current-Month vs 📙 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
📘 Current Month 101W9000 F 202509 400.4 399.25 402.95 396.55 227,949 400.47 0.04 1.18 2970.37 60
📙 Next Month 101WC000 F 202512 401.05 400.3 403.65 397.35 395 401.91 1.01 2.62 2980.06 120

📌 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.



✅ KOSPI200 Futures Basis Analysis (📘 Current vs 📙 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
📘 Current Month 399.25 400.47 0.04 1.18 -1.22 +1.14
📙 Next Month 400.3 401.91 1.01 2.62 -1.61 +1.61

📌 Interpretation Guide:
Market Basis: Live Futures Price – KOSPI200 Spot Index
Theorist Basis: Theoretical Futures Price – KOSPI200 Spot Index
Actual Basis: Live Futures Price – Theoretical Price
Basis Gap: Difference between theorist and market basis
Positive (+): May indicate underpriced futures
Negative (–): May suggest overpriced futures



📈 KOSPI200 Futures Price Movement Visualization (Total: 48 events)

Event-driven time series chart of KOSPI200 futures price movements (09:48 ~ 15:31, total 48 points)
As of 06-19 16:00, visualization of KOSPI200 futures price changes based on significant market events
⏱️ Time Interval: 09:48 to 15:31

📌 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 session’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.


🚦 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 399.25, and the threshold movement size is 0.1%.

Each time window is assessed as a 🔥 Fast, 🧊 Slow, or ⚖️ Neutral market, based on signal count.
No Start Time End Time Signal Count Market Status
0 09:34 09:49 Now: 2 signals / Last 1 windows total: 2 (Insufficient Data) ⚖️ Neutral Market
1 09:35 09:50 Now: 3 signals / Last 2 windows total: 5 (Insufficient Data) ⚖️ Neutral Market
2 09:39 09:54 Now: 4 signals / Last 3 windows total: 9 🧊 Slow Market
3 09:41 09:56 Now: 5 signals / Last 3 windows total: 12 ⚖️ Neutral Market
4 09:42 09:57 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
5 09:45 10:00 Now: 7 signals / Last 3 windows total: 18 ⚖️ Neutral Market
6 09:46 10:01 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
7 09:49 10:04 Now: 8 signals / Last 3 windows total: 23 🔥 Fast Market
8 09:50 10:05 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
9 09:51 10:06 Now: 8 signals / Last 3 windows total: 24 🔥 Fast Market
10 09:52 10:07 Now: 9 signals / Last 3 windows total: 25 🔥 Fast Market
11 09:53 10:08 Now: 10 signals / Last 3 windows total: 27 🔥 Fast Market
12 10:02 10:17 Now: 6 signals / Last 3 windows total: 25 🔥 Fast Market
13 10:03 10:18 Now: 7 signals / Last 3 windows total: 23 🔥 Fast Market
14 10:04 10:19 Now: 8 signals / Last 3 windows total: 21 ⚖️ Neutral Market
15 10:10 10:25 Now: 4 signals / Last 3 windows total: 19 ⚖️ Neutral Market
16 10:15 10:30 Now: 5 signals / Last 3 windows total: 17 ⚖️ Neutral Market
17 10:16 10:31 Now: 6 signals / Last 3 windows total: 15 ⚖️ Neutral Market
18 10:20 10:35 Now: 4 signals / Last 3 windows total: 15 ⚖️ Neutral Market
19 10:29 10:44 Now: 4 signals / Last 3 windows total: 14 ⚖️ Neutral Market
20 10:32 10:47 Now: 3 signals / Last 3 windows total: 11 ⚖️ Neutral Market
21 10:34 10:49 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
22 10:37 10:52 Now: 4 signals / Last 3 windows total: 11 ⚖️ Neutral Market
23 10:45 11:00 Now: 4 signals / Last 3 windows total: 12 ⚖️ Neutral Market
24 10:58 11:13 Now: 2 signals / Last 3 windows total: 10 ⚖️ Neutral Market
25 11:19 11:34 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
26 11:36 11:51 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 📉
27 11:43 11:58 Now: 2 signals / Last 3 windows total: 4 🧊 Slow Market
28 11:48 12:03 Now: 3 signals / Last 3 windows total: 6 🧊 Slow Market
29 12:06 12:21 Now: 1 signals / Last 3 windows total: 6 🧊 Slow Market
30 12:21 12:36 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
31 12:32 12:47 Now: 2 signals / Last 3 windows total: 5 🧊 Slow Market
32 12:40 12:55 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
33 12:42 12:57 Now: 3 signals / Last 3 windows total: 7 🧊 Slow Market
34 12:50 13:05 Now: 3 signals / Last 3 windows total: 8 🧊 Slow Market
35 13:11 13:26 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
36 13:16 13:31 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
37 13:29 13:44 Now: 2 signals / Last 3 windows total: 5 🧊 Slow Market
38 13:30 13:45 Now: 3 signals / Last 3 windows total: 7 🧊 Slow Market
39 13:34 13:49 Now: 3 signals / Last 3 windows total: 8 🧊 Slow Market
40 13:53 14:08 Now: 1 signals / Last 3 windows total: 7 🧊 Slow Market
41 13:57 14:12 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
42 14:06 14:21 Now: 3 signals / Last 3 windows total: 6 🧊 Slow Market
43 14:25 14:40 Now: 1 signals / Last 3 windows total: 6 🧊 Slow Market
44 14:29 14:44 Now: 2 signals / Last 3 windows total: 6 🧊 Slow Market
45 15:00 15:15 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 🐌
46 15:16 15:31 Now: 1 signals / Last 3 windows total: 4 🧊 Slow Market 📉

📊 Option Price Table (±9 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 ±9 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.
📈 Call Options Strike 📉 Put Options
Volume Bid Vol Bid Ask Vol Ask Delta Last Price Last Price Delta Ask Ask Vol Bid Bid Vol Volume
12,944 4 1.64 12 1.65 15.48 1.65 422.50 25.80 85.47 26.40 2 24.40 2 0
19,938 5 1.97 5 1.98 18.18 1.98 420.00 24.25 83.65 24.20 2 22.20 2 52
13,146 1 2.36 16 2.38 21.16 2.38 417.50 20.70 78.94 22 2 20.20 2 3
13,430 1 2.85 16 2.86 24.44 2.85 415.00 18.95 75.56 22 15 18.70 1 35
9,871 10 3.32 13 3.40 27.99 3.40 412.50 16.80 71.80 18.10 2 16.25 2 29
7,974 1 4.04 14 4.05 31.80 4.05 410.00 15.10 68.20 16.25 2 10 10 75
4,526 2 4.79 1 4.80 35.83 4.80 407.50 13.25 64.20 14.65 2 1.24 2 90
5,693 2 5.65 1 5.67 40.06 5.67 405.00 11.95 59.94 12.95 1 11.25 6 577
4,386 1 6.66 1 7.11 44.44 6.74 402.50 10.45 55.56 11.65 9 9.70 1 1,185
4,935 1 7.78 1 7.80 48.91 7.80 400.00 9.08 51.09 9.08 1 8.80 1 3,638
2,640 1 8 1 9.05 53.42 9.04 397.50 7.92 46.58 7.92 13 6.60 2 4,807
822 1 9.90 1 10.50 57.92 10.45 395.00 6.75 42.08 6.77 1 6.75 9 3,310
626 1 11 2 43.55 62.58 12.40 392.50 5.79 37.66 5.80 5 5.79 10 4,072
211 1 13.55 2 14.80 66.64 13.90 390.00 4.95 33.36 4.97 1 4.95 16 6,258
77 2 14.50 10 18 70.97 15.90 387.50 4.22 29.25 4.23 1 4.22 2 4,991
173 2 11.05 2 18.15 74.63 17.35 385.00 3.57 25.37 3.60 1 3.57 25 8,554
36 1 18.95 1 21 78.44 19.75 382.50 3.05 21.75 3.09 2 3.02 1 7,626
65 2 20.40 2 22.20 80.59 21.05 380.00 2.60 18.43 2.70 1 2.60 26 22,312
3 2 22.40 2 24.40 82.60 22.40 377.50 2.21 15.43 2.23 1 2.21 9 12,931

📌 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 – 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.


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