Atlas

Benchmarks

← All benchmarks

LLM Debate Benchmark

Chat & Writing · 2026-03-22

LLM debate benchmark in which models debate both sides of contentious topics and are rated through pairwise outcomes. The leaderboard reports Bradley-Terry ratings.

Top models (higher is better)

ModelScore
Claude Fable 5.11738
Claude Fable 51727
Claude Opus 51724
Claude Opus 5.51701
Kimi K31698
Opus 4.71649
GPT-5.6 Sol1645
GLM-5.31639
Muse Spark 1.11638
Opus 4.81631
Grok 4.71620
MiMo-V2.6-Pro1609
GPT-6 Astra1606
Grok 4.61604
Muse Spark 1.31593
Sonnet 51585
DeepSeek V4.1 Flash1582
Hy4 Preview1579
DeepSeek V4 Pro 08131572
GLM-5.21563
Sonnet 4.61561
GPT-5.41548
GPT-5.51528
GLM-5.11519
Gemini 3.8 Flash1514
Kimi K2.61511
MiniMax M31502
Gemini 3.1 Pro Preview1491
Grok 4.51490
MiMo-V2.5-Pro1484
Qwen3.6-Max-Preview1475
Gemini 3.7 Flash1455
Kimi K2.51454
Doubao Seed 2.0 Pro1454
Qwen3.7-Max (source unspecified)1434
MiniMax M2.71434
Grok 4.201412
Gemini 3.5 Flash1407
MiMo-V2-Pro1392
Qwen3.5 397B A17B1390
Loading Atlas data…