PhenoBench-LLM - All-Task Win Rate: leaderboard
Metric: Pairwise win rate (%; all available head-to-heads, 22-40 tasks per model). Source: github.com. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.7 Flash | 79 |
| 2 | Claude Sonnet 5 | 69.5 |
| 3 | Claude Opus 4.8 | 68.18 |
| 4 | Gemini 3.1 Pro (Preview) | 65.34 |
| 5 | GPT-5.6 Luna | 55.41 |
| 6 | Gemini 3.1 Flash Lite | 54.98 |
| 7 | Grok 4.3 | 53.03 |
| 8 | Nova Pro | 46.54 |
| 9 | Claude Haiku 4.5 | 44.48 |
| 10 | Llama 4 Maverick | 43.4 |
| 11 | DeepSeek V4 Pro | 36.07 |
| 12 | Llama 3.3 70B | 31.82 |
| 13 | Pixtral Large | 31.82 |
| 14 | GPT-5.4 Nano | 29.76 |
Interactive version: theaggregate.ai/benchmark?slug=phenobench-llm-all-task-win-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.