MTGBench - Prompted CoT - English - Alias - Normalized Score: leaderboard
MTGBench Prompted CoT protocol in English, Alias: speed/survival-normalized score among completed episodes. Seven multi-turn puzzle games measure deduction, planning, information gathering and consistency. Incomplete/missing episodes follow the native exclusion policy; completed sample sizes and exact prompt/native-reasoning modes are retained. Overall equally averages seven game means.
Metric: Normalized Score among completed episodes (%). Source: github.com. Saturation forecast: Rough model projection: around 2026. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | gpt-4.1 (MTGBench Run: mode=cot;effort=unreported;release=ffe4adc59146) | 49.33 | |
| 2 | qwen3-235b-a22b-instruct-2507 (MTGBench Run: mode=cot;effort=unreported;release=ffe4adc59146) | 26.33 | |
| 3 | qwen3-30b-a3b-instruct-2507 (MTGBench Run: mode=cot;effort=unreported;release=ffe4adc59146) | 21.43 |
Interactive version: theaggregate.ai/benchmark?slug=mtgbench-prompted-cot-english-alias-normalized-score · How It Works · Data refreshed daily, snapshot 2026-11-05.