FLY-EVAL++ - Single-Step Prediction - Physics Consistency: leaderboard
Metric: S1 D3 physics score (%). Source: arxiv.org. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 100 |
| 2 | DeepSeek V3 | 100 |
| 3 | Seed-1.6 | 100 |
| 4 | GPT-4o | 99.9 |
| 5 | Gemini 3 Pro | 99.9 |
| 6 | Gemini 2.5 Pro | 99.7 |
| 7 | Llama 3.1 405B | 99.7 |
| 8 | Grok 4 | 99.6 |
| 9 | DeepSeek R1 0528 | 99.4 |
| 10 | Kimi K2 (Thinking) | 99.3 |
| 11 | DeepSeek V3.1 | 98.9 |
| 12 | O4 Mini | 98.7 |
| 13 | Kimi K2 0905 | 98.6 |
| 14 | DeepSeek V3.2 Exp | 98.4 |
| 15 | Qwen3-Next-80B | 96.9 |
Interactive version: theaggregate.ai/benchmark?slug=fly-eval-plus-plus-single-step-prediction-physics-consistency · How It Works · Data refreshed daily, snapshot 2026-09-19.