CAR-bench: leaderboard
Context-aware reasoning benchmark for agents, focused on following task context, constraints, and environment feedback during multi-step work.
Metric: Avg Pass^3 (%). Source: car-bench.github.io. Status: saturation imminent. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 58 |
| 2 | GPT-5 | 54 |
| 3 | Gemini 2.5 Pro | 38 |
| 4 | Qwen 3 32B | 31 |
Interactive version: theaggregate.ai/benchmark?slug=car-bench · How It Works · Data refreshed daily, snapshot 2026-09-05.