2025-06-17 Automated Trading Insights on KOSPI200 Futures Options

📋 Strategy Components

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

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

📌 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.

📌 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: 10 events)

📌 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 396.25, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📌 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.

📌 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: 11 events)

📌 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 395.8, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📌 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.

📌 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: 12 events)

📌 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 396.3, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📌 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.

📌 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: 13 events)

📌 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 395.25, and the threshold movement size is 0.1%.

📊 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.

📌 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.

⌛ Pending Option Orders (State: 0)

The table below lists option orders that have not yet been filled.
You can check the position type, order quantity, and order ID. This is useful for evaluating the validity of current trading strategies.

📌 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.

📌 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: 14 events)

📌 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 395.7, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📬 Completed Option Positions (State: 9)

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

📦 Current Option Holdings

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

⌛ Pending Option Orders (State: 0)

The table below lists option orders that have not yet been filled.
You can check the position type, order quantity, and order ID. This is useful for evaluating the validity of current trading strategies.

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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

🧾 Remaining Buy Positions

This table shows individual open long (buy) positions that are still active.
Use the call/put type, entry price, and order ID to help determine future entry or exit decisions.

📌 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.

📌 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: 15 events)

📌 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 395.1, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📬 Completed Option Positions (State: 9)

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

📦 Current Option Holdings

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

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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

💼 Matched Entry & Exit Positions + Margin Summary

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

📌 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.

📌 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: 16 events)

📌 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 396.25, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📦 Current Option Holdings

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

⌛ Pending Option Orders (State: 0)

The table below lists option orders that have not yet been filled.
You can check the position type, order quantity, and order ID. This is useful for evaluating the validity of current trading strategies.

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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

💼 Matched Entry & Exit Positions + Margin Summary

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

📌 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.

📌 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: 17 events)

📌 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 395.5, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📦 Current Option Holdings

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

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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

💼 Matched Entry & Exit Positions + Margin Summary

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

📌 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.

📌 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)

📌 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 396.0, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📦 Current Option Holdings

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

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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

💼 Matched Entry & Exit Positions + Margin Summary

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

📌 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.

📌 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)

📌 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 396.6, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📦 Current Option Holdings

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

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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

💼 Matched Entry & Exit Positions + Margin Summary

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

🧠 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.

📌 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.

📌 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.

📌 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.

📌 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)

📌 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 397.25, and the threshold movement size is 0.1%.

📊 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.

📌 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.

📦 Current Option Holdings

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

📌 Unclosed Call-Put 1:1 Long Pairs

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

🧮 Real-Time Margin Analysis Results

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