DuoCook - Delivery Precision: leaderboard
DuoCook:one VLM controls two players on20UnrealEngine maps,one4000-step episode/model/map,shared notebook plus six-response action history. Completion and acceptance average all maps; delivery precision averages only maps with deliveries (Qwen6,Gemini7,Claude5,Astra16),not the same denominator. Engine handles navigation; no APIcost or unbounded rawgame score is admitted. Rate (%).
Metric: Rate (%). Source: arxiv.org. Saturation forecast: Around January 2027. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 5 | 100 | #13 |
| 2 | GPT-6 Astra | 93.8 | #6 |
| 3 | Qwen 3.8 27B | 91.7 | #111 |
| 4 | Gemini 3.5 Flash Lite | 81 | #161 |
No result here: #4 Claude Opus 5.5, #7 GPT-6.1 Sol, #8 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=duocook-delivery-precision · How It Works · Data refreshed daily, snapshot 2026-10-24.