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HLAB-Vals-1.1

Professional Work · 2026-10-19

HLAB-Vals-1.1 is Vals' October 2026 rerun of Harvey's Legal Agent Benchmark on the 120-task private held-out set. Harvey fixed the holdout (17 unsolvable criteria removed, one mismatched source document replaced); the harness was re-synced to Harvey's upstream (explicit finish tool, reasoning-first judge schema, judge-error retries, Word comments visible to judges, pandoc 3.11) and Vals added context compaction, a finish nudge, a tool-result size cap, image reads and workspace-path expansion. Agents get six file tools and docx, pptx and xlsx skills with internet disabled, and every model was rerun from scratch. A task passes only if all its criteria pass; the score is the mean of two LLM judges' task pass rates (GPT 5.5 at medium reasoning and Claude Sonnet 4.6), giving each task 0, 0.5 or 1 credit. The 120 tasks are not binary outcomes or 240 independent judge observations. Not comparable with the v1 leaderboard (hlab).

Top models (higher is better)

ModelScore
Gemini 4 Argon27.1
Muse Spark Open25.0
Muse Wonder23.8
Muse Wonder Full23.3
Grok 4.718.3
Mistral Large 4 Preview17.5
GLM-5.314.6
DeepSeek V4.1 Flash 101714.2
MiMo-V2.6-Pro13.8
MiMo-V2.6-Flash13.3
Kimi K312.9
Gemini 3.8 Flash12.1
DeepSeek V4 Pro 081310.8
Claude Sonnet 5.510.4
GLM-5.3 Flash10.4
Claude Opus 5.59.2
Hy4 Preview8.8
MiniMax M3.1 Flash7.5
GPT-6 Astra7.1
GPT-6.1 Sol6.3
Mercury 35.0
Beam 1.0 501B A23B4.6
Claude Haiku 5.54.2
GPT-6 Luna4.2
Inkling3.8
Inkling-Small2.9
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