Race Analyst

Track Temperature Evolution

Lap times grouped by track temperature bins. Shows how temperature affects pace.

Estimated effect: +203ms per °C

Higher temperatures correlate with slower lap times

Confidence: Medium

Based on 657 clean laps across 15 temperature ranges

Optimal window: 22-24°C(bins within 0.5% of fastest median)

Time periods when track conditions were most favorable for fast laps.

Around lap 121Best

Track Temp: 31.1°C

Condition: 84/100

Fast laps (top 10%): 9

Around lap 86#2

Track Temp: 25.9°C

Condition: 83/100

Fast laps (top 10%): 9

Around lap 81#3

Track Temp: 25.2°C

Condition: 81/100

Fast laps (top 10%): 9

Around lap 71#4

Track Temp: 23.5°C

Condition: 78/100

Fast laps (top 10%): 9

Around lap 66#5

Track Temp: 22.8°C

Condition: 75/100

Fast laps (top 10%): 9

Scatter plot showing wind speed vs sector times across all laps

Each lap is correlated with the nearest weather reading (recorded every ~60 seconds)
Pace impact estimated by comparing typical lap times across 2°C temperature ranges
Condition score (0-100) considers track temp deviation from optimal, humidity, wind, and rain
Optimal windows use 15-minute rolling analysis to find periods with most top-10% laps
Note: With data from a single race, reliability is limited. Use these estimates as directional guidance rather than precise values.