RaceCoach Report — session_20260712_094337_lpr-2026-07-12-am_lap2_v3.csv

Reference Lap: reference.csv

Driver Input Source: accelerator_pos

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Run Summary

Biggest loss: Finish section (+0.65s)

• Average speed: -4.6 mph vs reference lap
• Entry speed: -5.8 mph vs reference lap

Next Run Focus

1. Finish section: carry more minimum speed.
2. Brake less or release earlier.

Segment Time vs Reference Lap

• No faster segments vs reference lap.

Slower Segments vs Reference Lap

• Finish section: +0.65s, min speed 37.8 vs 45.3 mph (-7.4), exit 46.8 vs 50.8 mph (-4.0), throttle 23.55 vs 21.57 sec (+1.99)
• Tight turnaround: +0.44s, min speed 38.2 vs 40.1 mph (-1.9), exit 44.2 vs 46.6 mph (-2.5), throttle 18.95 vs 18.01 sec (+0.95)
• Slalom / offsets: +0.43s, min speed 40.7 vs 45.6 mph (-4.9), exit 60.5 vs 64.3 mph (-3.9), throttle 13.19 vs 12.77 sec (+0.43)

Top Opportunities

1. Finish section (+0.65s)

Finish section at 00:22.710: You over-slowed the car. You lost 0.65s versus reference. Evidence: Minimum speed -7.4 mph. Reduce unnecessary speed loss and carry more momentum through the center of the segment.

• Analysis: lost 0.65s versus reference lap; minimum speed changed by -7.4 mph; exit speed changed by -4.0 mph

Telemetry:

• Duration: 6.68 vs 6.03 sec (+0.65)
• Entry speed: 40.2 vs 46.0 mph (-5.8)
• Average speed: 43.5 vs 48.1 mph (-4.6)
• Minimum speed: 37.8 vs 45.3 mph (-7.4)
• Exit speed: 46.8 vs 50.8 mph (-4.0)
• Recovery speed (+1s): 39.2 vs 47.9 mph (-8.7)
• Recovery gain (+1s): 1.4 mph (-1.3)
• Recovery gain (+2s): 5.1 mph (+0.5)
• Peak braking/decel: -0.30 vs -0.18 G (-0.12)
• Coast time: 0.00 vs 0.00 sec (+0.00)

Throttle Commitment

• Throttle after min speed: 0.00 vs 0.00 sec (+0.00)

Why Flagged

• minimum speed 7.4 mph below reference
• exit speed 4.0 mph below reference
• 0.65s slower than reference

2. Slalom / offsets (+0.43s)

Slalom / offsets at 00:12.152: You over-slowed the car. You lost 0.43s versus reference. Evidence: Minimum speed -4.9 mph. Reduce unnecessary speed loss and carry more momentum through the center of the segment.

• Analysis: lost 0.43s versus reference lap; minimum speed changed by -4.9 mph; exit speed changed by -3.9 mph

Telemetry:

• Duration: 4.87 vs 4.45 sec (+0.43)
• Entry speed: 43.6 vs 48.2 mph (-4.6)
• Average speed: 50.2 vs 55.0 mph (-4.8)
• Minimum speed: 40.7 vs 45.6 mph (-4.9)
• Exit speed: 60.5 vs 64.3 mph (-3.9)
• Recovery speed (+1s): 48.5 vs 53.7 mph (-5.2)
• Recovery gain (+1s): 7.8 mph (-0.3)
• Recovery gain (+2s): 11.5 mph (-3.0)
• Peak braking/decel: -0.90 vs -0.95 G (+0.05)
• Coast time: 0.00 vs 0.00 sec (+0.00)

Throttle Commitment

• Throttle after min speed: 0.00 vs 0.00 sec (+0.00)

Why Flagged

• minimum speed 4.9 mph below reference
• exit speed 3.9 mph below reference
• 0.43s slower than reference

Segment Table