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Harvey's Legal Agent Benchmark - Funds Asset Management

Professional Work · 2026-05-06

The Funds Asset Management split of Vals' archived v1 Harvey Legal Agent Benchmark held-out evaluation. Its task score averages two judges' all-criteria-pass decisions rather than counting binary task successes.

Top models (higher is better)

ModelScore
Gemini 4 Argon40.0
Muse Spark 1.140.0
Opus 4.720.0
DeepSeek V4.1 Flash 101720.0
DeepSeek-V4-Flash-073120.0
Ember-120.0
Grok 4.520.0
Grok 4.620.0
Grok 4.720.0
Hy4 Preview20.0
MiMo-V2.6-Flash20.0
MiMo-V2.6-Pro20.0
Mistral Large 4 Preview20.0
Muse Spark 1.320.0
Muse Wonder Full20.0
Muse Wonder20.0
Qwen3.8 27B20.0
Qwen3.8-Max20.0
Haiku 4.50.0
Claude Haiku 5.50.0
Opus 4.80.0
Claude Opus 5.50.0
Claude Opus 50.0
Sonnet 4.60.0
Claude Sonnet 5.50.0
Sonnet 50.0
DeepSeek V4.1 Flash0.0
DeepSeek V4 Pro 08130.0
DeepSeek-V4-Pro0.0
Gemini 3.1 Flash-Lite Preview0.0
Gemini 3.1 Pro Preview0.0
Gemini 3.5 Flash0.0
Gemini 3.5 Flash-Lite0.0
Gemini 3.6 Flash0.0
Gemini 3.7 Flash0.0
Gemini 3.8 Flash0.0
Gemini 3 Flash Preview0.0
GLM-5.10.0
GLM-5.20.0
GLM-5.3 Flash0.0
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