PROOF
What Drivers Typically Improve
The emphasis is input quality and repeatability. Lap time follows better decisions and cleaner execution.
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Common qualitative outcomes
"Drivers commonly report better confidence at blind entries once references and release timing are stabilized."
"Most progress comes from cleaner brake release and earlier organized exits, not late-session hero laps."
"Data-backed debriefs reduce guesswork and make next-session priorities obvious."
WHAT WE MEASURE
Signals that drive pace
Rather than chasing one number, we track the inputs that create repeatable pace:
- Brake release quality: pressure shape and timing
- Minimum speed stability: avoiding overslowing at apex
- Throttle commitment: timing and progression quality
- Reference repeatability: consistency across laps and sessions
INPUT QUALITY OVER RAW HERO LAPS
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