MafiaBench: leaderboard
MafiaBench (April 2025) Elo rating from a 15-round Swiss tournament of eight-player Mafia games with two mafia and six townspeople and no special roles; one model plays every mafia seat and another every town seat, 10 games per pairing, five on each side. Higher is better.
Metric: Elo rating. Source: www.mafiabench.org. Saturation forecast: Estimated already saturated. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 1.5 Pro | 1627 | #454 |
| 2 | Gemini 2.0 Flash (001) | 1561 | #365 |
| 3 | Claude 3.5 Sonnet | 1421 | #362 |
| 4 | Claude 3.7 Sonnet | 1349 | #259 |
| 5 | GPT-4o Mini | 1302 | #598 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=mafiabench · How It Works · Data refreshed daily, snapshot 2026-11-05.