FLY-EVAL++ - Single-Step Prediction - Protocol Compliance: leaderboard
Metric: S1 D1 protocol score (%). Source: arxiv.org. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude 3.7 Sonnet (20250219) | 94.8 |
| 2 | Claude Sonnet 4.5 | 94.5 |
| 3 | DeepSeek R1 0528 | 94.4 |
| 4 | O4 Mini | 94.1 |
| 5 | Qwen 3 32B | 93.4 |
| 6 | Qwen 3 235B A22B | 93.4 |
| 7 | Qwen 2.5 32B | 93.4 |
| 8 | Kimi K2 0905 | 93.1 |
| 9 | Qwen3-Next-80B | 93.1 |
| 10 | Llama 3.1 405B | 92.9 |
| 11 | DeepSeek V3.2 Exp | 92.5 |
| 12 | Kimi K2 (Thinking) | 92.4 |
| 13 | Gemini 3 Pro | 92.4 |
| 14 | DeepSeek V3.1 | 92.1 |
| 15 | GPT-5 | 91.9 |
Interactive version: theaggregate.ai/benchmark?slug=fly-eval-plus-plus-single-step-prediction-protocol-compliance · How It Works · Data refreshed daily, snapshot 2026-09-19.