OctoBench - Claude Code - Checkitem Success: leaderboard
Metric: Checkitem Success Rate (%). Source: arxiv.org. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 84.39 |
| 2 | MiniMax-M2.1 | 82.75 |
| 3 | Gemini 3 Pro | 80.88 |
| 4 | Claude Sonnet 4.5 | 80.85 |
| 5 | GLM-4.6 | 80.07 |
| 6 | MiniMax-M2 | 79.88 |
| 7 | Kimi K2 (Thinking) | 79.61 |
| 8 | Seed 1.8 | 79.19 |
Interactive version: theaggregate.ai/benchmark?slug=octobench-claude-code-checkitem-success · How It Works · Data refreshed daily, snapshot 2026-09-19.