Asuka-Bench (Claude Code) - Project Completion: leaderboard
Metric: Project completion rate (%) under Claude Code: the share of the 50 projects where every task passes after three rounds; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 46 |
| 2 | GPT-5.4 (Medium) | 44 |
| 3 | GLM-5 | 30 |
| 4 | Qwen 3.5 Plus | 24 |
| 5 | MiniMax-M2.7 | 22 |
| 6 | Seed 2.0 Pro | 8 |
Interactive version: theaggregate.ai/benchmark?slug=asuka-bench-claude-code-project-completion · How It Works · Data refreshed daily, snapshot 2026-09-29.