2026 driver pace ratings
After Singapore Grand Prix · round 17 · R
Delta since the previous race update: ↑ faster · ↓ slower
Qualifying pace
| Rank | Driver | Team | Rating | Delta |
|---|---|---|---|---|
| 1 | George RussellRUS | Mercedes | −1.67% | ↓ 0.07 |
| 2 | Kimi AntonelliANT | Mercedes | −1.56% | ↓ 0.05 |
| 3 | Charles LeclercLEC | Ferrari | −1.51% | ↓ 0.03 |
| 4 | Lando NorrisNOR | McLaren | −1.46% | ↓ 0.04 |
| 5 | Oscar PiastriPIA | McLaren | −1.40% | ↓ 0.04 |
| 6 | Max VerstappenVER | Red Bull | −1.39% | ↑ 0.03 |
| 7 | Lewis HamiltonHAM | Ferrari | −1.39% | ↓ 0.01 |
| 8 | Isack HadjarHAD | Red Bull | −1.16% | — |
| 9 | Pierre GaslyGAS | Alpine | −0.42% | ↓ 0.01 |
| 10 | Arvid LindbladLIN | Racing Bulls | −0.32% | ↓ 0.07 |
| 11 | Liam LawsonLAW | Racing Bulls | −0.12% | ↓ 0.02 |
| 12 | Gabriel BortoletoBOR | Audi | −0.10% | ↓ 0.02 |
| 13 | Franco ColapintoCOL | Alpine | −0.02% | ↓ 0.02 |
| 14 | Nico HülkenbergHUL | Audi | +0.08% | ↓ 0.06 |
| 15 | Oliver BearmanBEA | Haas | +0.41% | ↓ 0.07 |
| 16 | Esteban OconOCO | Haas | +0.69% | ↓ 0.07 |
| 17 | Carlos Sainz Jr.SAI | Williams | +0.77% | ↓ 0.01 |
| 18 | Alexander AlbonALB | Williams | +1.00% | ↓ 0.04 |
| 19 | Fernando AlonsoALO | Aston Martin | +1.95% | ↑ 0.26 |
| 20 | Sergio PérezPER | Cadillac | +2.40% | ↑ 0.02 |
| 21 | Valtteri BottasBOT | Cadillac | +2.60% | ↑ 0.04 |
| 22 | Lance StrollSTR | Aston Martin | +2.64% | ↑ 0.29 |
Race pace
| Rank | Driver | Team | Rating | Delta |
|---|---|---|---|---|
| 1 | Kimi AntonelliANT | Mercedes | −1.51% | ↓ 0.12 |
| 2 | Max VerstappenVER | Red Bull | −1.43% | ↑ 0.01 |
| 3 | George RussellRUS | Mercedes | −1.43% | ↓ 0.17 |
| 4 | Charles LeclercLEC | Ferrari | −1.36% | ↓ 0.02 |
| 5 | Lando NorrisNOR | McLaren | −1.29% | ↓ 0.09 |
| 6 | Lewis HamiltonHAM | Ferrari | −1.19% | ↓ 0.02 |
| 7 | Oscar PiastriPIA | McLaren | −1.07% | ↓ 0.08 |
| 8 | Isack HadjarHAD | Red Bull | −0.96% | ↓ 0.13 |
| 9 | Pierre GaslyGAS | Alpine | −0.30% | ↑ 0.11 |
| 10 | Arvid LindbladLIN | Racing Bulls | +0.03% | ↓ 0.04 |
| 11 | Franco ColapintoCOL | Alpine | +0.05% | ↑ 0.06 |
| 12 | Gabriel BortoletoBOR | Audi | +0.06% | ↑ 0.04 |
| 13 | Nico HülkenbergHUL | Audi | +0.07% | ↑ 0.11 |
| 14 | Liam LawsonLAW | Racing Bulls | +0.14% | ↑ 0.18 |
| 15 | Oliver BearmanBEA | Haas | +0.35% | ↑ 0.03 |
| 16 | Esteban OconOCO | Haas | +0.57% | — |
| 17 | Alexander AlbonALB | Williams | +0.75% | ↑ 0.02 |
| 18 | Carlos Sainz Jr.SAI | Williams | +0.76% | ↓ 0.04 |
| 19 | Sergio PérezPER | Cadillac | +1.75% | ↓ 0.06 |
| 20 | Fernando AlonsoALO | Aston Martin | +1.91% | ↑ 0.19 |
| 21 | Lance StrollSTR | Aston Martin | +2.03% | ↑ 0.19 |
| 22 | Valtteri BottasBOT | Cadillac | +2.08% | ↓ 0.17 |
These ratings are an estimate of the current relative lap pace rather than a season average or an attempt to measure driver skill compared to others, which are then used to generate the predictions seen here.
The rating is against the field average — a negative rating of −0.5 means we expect that driver to be around 0.5% faster than the field average. Using percentage points rather than lap time means we can apply the rating across multiple Grands Prix.
The ratings are generated with a Kalman filter updated from clean-lap pace measurements across different sessions alongside results.