Telemetry Session Comparison
Compare two telemetry sessions lap-by-lap and sector-by-sector to identify where time is gained or lost. Upload GPX/CSV data or use the demo to see the analysis in action.
How It Works
1. Upload Sessions
Provide telemetry data for two sessions (GPX, CSV, or JSON format). Each session should contain lap times, speed, throttle, brake, and G-force data.
2. Automatic Analysis
The engine compares laps one-by-one, identifies sector-level time gains/losses, and correlates performance differences with setup changes.
3. AI Coaching
Receive prioritized coaching recommendations: where you're losing time, what to change, and expected improvement.
4. Setup Correlation
When setup data is provided, the engine correlates parameter changes with performance deltas to validate your tuning decisions.
Session A (Baseline)
Session B (Comparison)
Lap-by-Lap Comparison
Run a comparison to see lap analysis.
Lap Time Delta Chart
Sector Analysis
Run a comparison to see sector analysis.
Time Gain/Loss Map
AI Coaching Recommendations
Run a comparison to see coaching recommendations.
Setup Correlations
Provide setup data to see correlations.
Demo Comparison
Load a demo comparison between two synthetic telemetry sessions. Session A: Morning Practice (14.2s avg, less consistent). Session B: Afternoon Qualifying (13.8s avg, more consistent).