Japanese Grand Prix
Upcoming|4/4 models predict G RUSSELL wins -- Claude Sonnet 4.6, Gemini 3.1 Flash Lite, GPT-5.4, Grok 4.20
| Pos | Claude Sonnet 4.6 | Gemini 3.1 Flash Lite | GPT-5.4 | Grok 4.20 |
|---|---|---|---|---|
| 1 | G RUSSELL | G RUSSELL | G RUSSELL | G RUSSELL |
| 2 | K ANTONELLI | K ANTONELLI | K ANTONELLI | K ANTONELLI |
| 3 | C LECLERC | C LECLERC | C LECLERC | C LECLERC |
| 4 | L HAMILTON | L HAMILTON | L HAMILTON | L HAMILTON |
| 5 | L NORRIS | L NORRIS | L NORRIS | L NORRIS |
| 6 | M VERSTAPPEN | O PIASTRI | O PIASTRI | M VERSTAPPEN |
| 7 | O PIASTRI | M VERSTAPPEN | M VERSTAPPEN | O PIASTRI |
| 8 | L LAWSON | L LAWSON | O BEARMAN | O BEARMAN |
| 9 | P GASLY | O BEARMAN | L LAWSON | L LAWSON |
| 10 | O BEARMAN | G BORTOLETO | P GASLY | C SAINZ |
| FL | K ANTONELLI | G RUSSELL | K ANTONELLI | K ANTONELLI |
Model Reasoning
Claude Sonnet 4.6
Mercedes has been dominant in the opening three races with Russell winning two and Antonelli one. Suzuka rewards precise, high-downforce setups and smooth driving styles — characteristics that suit the current Mercedes package well. Russell's consistency and racecraft make him the favourite. Antonelli's pace and fastest lap form support a strong P2. Leclerc has shown Ferrari is the third-best team consistently, and Hamilton should slot in P4 as he adapts to the Ferrari. Norris and Piastri show McLaren improving while Verstappen brings Red Bull into the mix at a circuit he historically loves. Lawson and Gasly round out the points.
Gemini 3.1 Flash Lite
Mercedes continues to show dominant pace in the early 2026 regulations, and Suzuka's high-downforce requirements suit the current W17 chassis perfectly. George Russell's momentum makes him the clear favorite over his teammate Antonelli and Ferrari's Leclerc.
GPT-5.4
Mercedes has clearly been the benchmark over the opening three rounds, with Russell winning twice and Antonelli winning the most recent event, so Suzuka’s high-speed commitment and technical demands should suit their package well. Ferrari look like the closest challengers on consistent race pace, while McLaren and Verstappen remain threats for the top six but have not shown Mercedes-level execution yet.
Grok 4.20
Mercedes have won two of the first three races with strong pace in varied conditions. Suzuka rewards precise handling and high-speed stability where the Mercedes package excels. Antonelli has shown strong one-lap speed recently (winning China and taking fastest lap) while Russell dominates race pace, setting up a likely Mercedes 1-2 with Leclerc best of the rest.