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)
| Model | Score |
|---|---|
| Gemini 4 Argon | 27.1 |
| Muse Spark Open | 25.0 |
| Muse Wonder | 23.8 |
| Muse Wonder Full | 23.3 |
| Grok 4.7 | 18.3 |
| Mistral Large 4 Preview | 17.5 |
| GLM-5.3 | 14.6 |
| DeepSeek V4.1 Flash 1017 | 14.2 |
| MiMo-V2.6-Pro | 13.8 |
| MiMo-V2.6-Flash | 13.3 |
| Kimi K3 | 12.9 |
| Gemini 3.8 Flash | 12.1 |
| DeepSeek V4 Pro 0813 | 10.8 |
| Claude Sonnet 5.5 | 10.4 |
| GLM-5.3 Flash | 10.4 |
| Claude Opus 5.5 | 9.2 |
| Hy4 Preview | 8.8 |
| MiniMax M3.1 Flash | 7.5 |
| GPT-6 Astra | 7.1 |
| GPT-6.1 Sol | 6.3 |
| Mercury 3 | 5.0 |
| Beam 1.0 501B A23B | 4.6 |
| Claude Haiku 5.5 | 4.2 |
| GPT-6 Luna | 4.2 |
| Inkling | 3.8 |
| Inkling-Small | 2.9 |