TeamBench - Team without Planner: leaderboard
Metric: Pass rate (%) on the 90-task stratified TeamBench leaderboard subset (operating-system-enforced role separation in Docker sandboxes; a run passes when every check of the task's deterministic shell-script grader passes, and a run failing only the attestation check counts as a pass), temperature 0, with an Executor and a Verifier of the same model, the Verifier holding the specification and the Executor seeing only the brief; higher is better. Source: arxiv.org. Saturation forecast: Around 2031. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 35.6 |
| 2 | GPT-5.4 Mini | 25.6 |
| 3 | Gemma 4 31B | 24.4 |
| 4 | GPT-5.4 | 23.3 |
| 5 | Claude Haiku 4.5 | 18.9 |
| 6 | Gemini 3.1 Pro (Preview) | 16.7 |
| 7 | Gemini 3 Flash | 14.4 |
| 8 | GPT-OSS-20B | 12.2 |
| 9 | Claude Sonnet 4.6 | 10 |
| 10 | Gemini 3.1 Flash Lite | 8.9 |
Interactive version: theaggregate.ai/benchmark?slug=teambench-team-without-planner · How It Works · Data refreshed daily, snapshot 2026-10-07.