Agent Arena - Confirmed Success: leaderboard
Metric: Confirmed Success (%). Source: arena.ai. 58 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Kimi K3 (Max) | 16.9 |
| 2 | Claude Opus 5 (Max) | 15.49 |
| 3 | Hy4 preview | 15.04 |
| 4 | Claude Opus 5 (High) | 14.96 |
| 5 | GLM-5.3 Flash | 14.56 |
| 6 | GLM-5.3 (Max) | 12.36 |
| 7 | Qwen3.8-Flash-Next | 11.86 |
| 8 | Gemini 3.8 Flash (High) | 11.12 |
| 9 | Grok 4.6 (xHigh) | 10.6 |
| 10 | Gemini 3.7 Flash (High) | 9.8 |
| 11 | GLM-5.2 (Max) | 8.65 |
| 12 | Qwen 3.8 Max | 8.38 |
| 13 | GPT-5.6 Sol (xHigh) | 7.57 |
| 14 | Qwen 3.8 27B | 7.08 |
| 15 | Claude Fable 5 (High) | 6.81 |
Interactive version: theaggregate.ai/benchmark?slug=agent-arena-confirmed-success · How It Works · Data refreshed daily, snapshot 2026-09-05.