AARRI-Bench (Claude Code) - Context: leaderboard
Metric: Task success rate (%) under the 0/1 reward on the context tasks: sensitivity to the state of a field (core contributions, data validity, genuine advances); Harbor containerized runs, Claude Code agent harness; a configuration's tasks without a valid run are left out of its denominator; higher is better. Source: arxiv.org. Saturation forecast: Around December 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 55.9 |
| 2 | Claude Sonnet 4.6 | 50 |
| 3 | Qwen 3.6 Plus | 50 |
| 4 | MiniMax-M2.7 | 47.1 |
| 5 | GPT-5.3 Codex | 47.1 |
| 6 | Kimi K2.6 | 45.5 |
Interactive version: theaggregate.ai/benchmark?slug=aarri-bench-claude-code-context · How It Works · Data refreshed daily, snapshot 2026-09-29.