Asuka-Bench (Claude Code) - Criteria Pass Rate: leaderboard
Metric: Cumulative weighted criteria pass rate (%) after three rounds under Claude Code; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 93.6 |
| 2 | GPT-5.4 (Medium) | 92.8 |
| 3 | MiniMax-M2.7 | 86.3 |
| 4 | GLM-5 | 82.9 |
| 5 | Qwen 3.5 Plus | 80.2 |
| 6 | Seed 2.0 Pro | 60.9 |
Interactive version: theaggregate.ai/benchmark?slug=asuka-bench-claude-code-criteria-pass-rate · How It Works · Data refreshed daily, snapshot 2026-09-29.