ZRS Sonoma Race 1

Sonoma Raceway · March 14, 2026 · 7 hours

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Michael Browning

ZR3#14 AOA Racing

Pace: 13th of 13 (+20.77s)|Consistency: 11th of 13

Top Coaching Points

⚠

S1 is weakest sector~40.8s potential

13th of 13 in class — +8.154s vs class best

↔

Consistency below class midfield~12.6s potential

11th of 13 — 3.2 percentage points off leader

Pace Picture

2:07.693

Best Lap

2:13.451

Best 10 Avg

13th of 13 · +20.77s

20%

Consistency

11th of 13 · 3.2pts off

5.531s

Lap-to-Lap Delta

Improvement Targets

Gap to class benchmark and best teammate per sector

Best 10 Avg	vs Class Best	vs Teammate	S1 Gap	S2 Gap	S3 Gap	Est. Gain
2:13.451	+19.418s	+20.775s	+8.154s(13th)	+6.766s(13th)	+4.846s(13th)	207.8s total

Race Execution

Focus Area

S1least consistent (3.534s spread)

13th in class · +8.154s vs best

Driver Consistency

RecoveryWatch

2 laps avg

Takes ~2 laps to recover — some momentum loss after mistakes

OpeningWatch

aggressive

Aggressive opener — pushing hard early risks tire life and incidents

Late StintGood

0.3x more spread

Driver Incidents

incident

+5.3s

total cost

+5.3s

worst single

Stint Deep Dive

Lap times vs. lap-in-stint — positive ms/lap = tires degrading

10 laps

Drift per lap

-216 ms/lap

Class avg: -26ms/lap

Early 2:08.965Late 2:11.499

Fading — 2.5s over 10 laps