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Tax Agent Bench — Rule & Source All-Pass

Professional Work · 2026-09-23

All-rubric-item pass rate on the 30 rule-and-source questions.

Top models (higher is better)

ModelScore
Claude Fable 5.166.7
GLM-5.360.0
Claude Opus 556.7
Claude Opus 5.550.0
Sonnet 543.3
Grok 4.643.3
Kimi K343.3
DeepSeek V4.1 Flash40.0
DeepSeek V4 Pro 081340.0
Gemini 3.7 Flash40.0
Grok 4.740.0
MiMo-V2.6-Flash40.0
Muse Spark 1.340.0
Gemini 3.8 Flash36.7
GPT-5.6 Luna36.7
Hy4 Preview36.7
MiniMax M336.7
GPT-5.6 Terra33.3
MiMo-V2.6-Pro33.3
GPT-5.6 Sol30.0
GPT-5.523.3
GPT-6 Astra23.3
GPT-6 Luna20.0
GPT-6 Sol16.7
Inkling16.7
Mercury 2.53.3
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