BalatroBench - Win Rate: leaderboard

BalatroBench compares default-strategy tool-calling agents on full Balatro runs. Average final round and run win rate use all published runs, including incomplete runs. The captured v1.0.8 cohort uses the Default1.0.0 strategy, Red deck and White stake; run counts and benchmark version remain attached to each source observation. Win rate is wins divided by every published run, from 0 to 100 percent.

Metric: Run Win Rate (%). Source: balatrobench.com. Saturation forecast: Around February 2027. 17 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)60#71
2Gemini 3 Flash (Preview)33.33#90
3GPT-5.218.75#115
4Claude Sonnet 4.513.33#148
5Claude Opus 4.513.33#87
6GPT-OSS-120B0#346
7Claude Haiku 4.50#287
8Kimi K2.50#152
9DeepSeek V3.20#210
10Grok 40#189
11GPT-OSS-20B0#523
12Kimi K2 (Thinking)0#252 (Kimi K2)
13Mistral Large 30#410
14GLM-4.70#202
15Qwen 3 Max0#213

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=balatrobench-win-rate · How It Works · Data refreshed daily, snapshot 2026-11-05.