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DuetBench–Diagnosis Elo

Agents

Decagon's DuetBench–Diagnosis arena replays real Duet customer-support diagnosis conversations from the first human turn in Decagon's Duet harness and has a blinded Gemini 3.6 Flash judge compare model responses head to head on task outcome, investigation, tool use, and communication. A Bradley–Terry model converts the pairwise outcomes into Elo ratings centered at 1,000 within the evaluated nine-model pool, and the headline averages the four axis ratings. Pool-relative ratings are kept diagnostic.

Top models (higher is better)

ModelScore
Claude Opus 51035
GLM-5.31032
Sonnet 51022
Kimi K31011
GLM-5.21009
Opus 4.6998
GPT-5.6 Sol990
GPT-5.6 Terra952
GPT-5.6 Luna951
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