Ratings

Season analytics built for real signal

Weighted leaderboard, trend lines, distribution and team-level context for the full season.

Total ratings 1,041

Rated sessions 4

Drivers 22

Weighted ordering balances average score with sample size, so very small samples stay visible without overpowering the page.

Leaderboard

Average rating by driver

Distribution

Leaderboard table

#	Driver	Team	Weighted	Avg	Ratings	Sessions
1	Charles Leclerc Stable sample	Ferrari	7.76	7.92	48	4
2	Kimi Antonelli Stable sample	Mercedes	7.55	7.69	49	4
3	Lewis Hamilton Stable sample	Ferrari	7.04	7.13	48	4
4	Pierre Gasly Stable sample	Alpine	6.89	6.96	46	4
5	Liam Lawson Stable sample	Racing Bulls	6.73	6.79	47	4
6	Nico Hulkenberg Stable sample	Audi	6.73	6.79	47	4
7	Max Verstappen Stable sample	Red Bull Racing	6.71	6.76	49	4
8	Esteban Ocon Stable sample	Haas F1 Team	6.65	6.70	47	4
9	Lando Norris Stable sample	McLaren	6.63	6.67	49	4
10	Oscar Piastri Stable sample	McLaren	6.43	6.45	49	4
11	Carlos Sainz Stable sample	Williams	6.23	6.23	47	4
12	Franco Colapinto Stable sample	Alpine	6.15	6.15	46	4
13	Oliver Bearman Stable sample	Haas F1 Team	6.15	6.15	47	4
14	Fernando Alonso Stable sample	Aston Martin	6.10	6.09	46	4
15	George Russell Stable sample	Mercedes	6.09	6.08	49	4
16	Isack Hadjar Stable sample	Red Bull Racing	6.09	6.08	48	4
17	Valtteri Bottas Stable sample	Cadillac	6.08	6.07	46	4
18	Sergio Perez Stable sample	Cadillac	6.04	6.02	46	4
19	Gabriel Bortoleto Stable sample	Audi	6.02	6.00	46	4
20	Alexander Albon Stable sample	Williams	5.30	5.21	48	4