🔍 Driver Sector Evaluation
(Green is faster, Red is slower)
🔢 Driver Data Table
This table shows the raw average sector times and pit stop data based on the filters selected above (e.g., green-flag, non-pit laps).
🏎️ Track Lap Simulator
1. Track Setup (Meters)
2. Select Driver
Uses all valid laps (sector or total) for the selected driver, ignoring flags.
3. Controls
📊 AI-Powered Race Insights
🏁 Theoretical Race: "Best Lap" Pace (RD1)
This simulation shows a theoretical race where every driver *consistently* ran their single best lap for the entire race. This reveals the "ultimate potential" pace of each car, ignoring traffic, tire wear, or mistakes.
Theoretical Leaderboard (RD1)
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⚡️ Race Position vs. Pace (Over/Underperformers) (RD1)
This chart compares a driver's final finishing position to their "Theoretical Pace Rank". A positive bar means they overperformed. A negative bar means they underperformed.
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🔁 Consistency Analysis (Best vs. Average Pace) (RD1)
This chart shows the gap between a driver's single "hero" lap and their average race pace (from valid green-flag, non-pit laps). A smaller bar indicates higher consistency.
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📉 Pace Degradation (Stint Analysis) (RD1)
This chart shows the average green-flag, non-pit lap time for selected drivers during each quarter of the race. Pit stops are marked with a different point style.
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⚠️ Costly Mistake Analysis (Worst Lap Delta) (RD1)
This chart shows the time difference between a driver's average lap and their *single worst* green-flag, non-pit lap. A large bar highlights a driver who had at least one major, time-costly error.
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🛠️ Pit Stop & Strategy Impact (RD1)
This chart visualizes the total time lost in the pits for each driver. This shows who was most efficient and how strategy differences may have impacted the final results.
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💪 Sector "Fingerprint" / Strength Profile (RD1)
Select a driver to compare their average sector times (on green-flag, non-pit laps) to the absolute best time set by *any* driver in that sector. A score of 100% means their *average* matched the *fastest possible* time.
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🏁 Theoretical Race: "Best Lap" Pace (RD2)
This simulation shows a theoretical race where every driver *consistently* ran their single best lap for the entire race. This reveals the "ultimate potential" pace of each car, ignoring traffic, tire wear, or mistakes.
Theoretical Leaderboard (RD2)
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⚡️ Race Position vs. Pace (Over/Underperformers) (RD2)
This chart compares a driver's final finishing position to their "Theoretical Pace Rank". A positive bar means they overperformed. A negative bar means they underperformed.
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🔁 Consistency Analysis (Best vs. Average Pace) (RD2)
This chart shows the gap between a driver's single "hero" lap and their average race pace (from valid green-flag, non-pit laps). A smaller bar indicates higher consistency.
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📉 Pace Degradation (Stint Analysis) (RD2)
This chart shows the average green-flag, non-pit lap time for selected drivers during each quarter of the race. Pit stops are marked with a different point style.
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⚠️ Costly Mistake Analysis (Worst Lap Delta) (RD2)
This chart shows the time difference between a driver's average lap and their *single worst* green-flag, non-pit lap. A large bar highlights a driver who had at least one major, time-costly error.
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🛠️ Pit Stop & Strategy Impact (RD2)
This chart visualizes the total time lost in the pits for each driver. This shows who was most efficient and how strategy differences may have impacted the final results.
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💪 Sector "Fingerprint" / Strength Profile (RD2)
Select a driver to compare their average sector times (on green-flag, non-pit laps) to the absolute best time set by *any* driver in that sector. A score of 100% means their *average* matched the *fastest possible* time.
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📊 Raceday 1 vs. Raceday 2 Comparative Analysis
How drivers adapted, improved, or faded overnight.
📈 Driver Pace Evolution (RD1 vs. RD2)
Who got faster or slower overnight? This chart shows the change in each driver's average green-flag, non-pit lap time. A negative bar (green) means they improved.
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🧼 Consistency Delta (Who Cleaned Up Their Act?)
This chart shows the change in a driver's "Consistency Gap" (Avg Lap vs. Best Lap) between days. A negative bar (blue) means they became *more* consistent.
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🚀 Pace Development Quadrant (Best Lap vs. Avg Lap)
This scatter plot shows *how* drivers improved. The X-Axis shows change in "Best Lap" (ultimate pace), and the Y-Axis shows change in "Average Lap" (race pace).
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🗺️ Driver Sector Profile Evolution (RD1 vs. RD2)
Where on the track did a driver improve or fade? Select a driver to see their sector-by-sector "fingerprint" change from Raceday 1 to Raceday 2.
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🧠 Racecraft Delta (Over/Underperformance Shift)
Did the driver get "racier"? This compares their (Theoretical Rank - Actual Position) score from RD1 to RD2. A positive bar means they got better at out-performing their car's raw pace.
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