Model results
Vals Legal Research Bench
Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.
Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.
Reviewed recommendation and limits
Use expert questions and shared research tools to assess cited legal research workflows.
Legal Research Bench with the documented common tool environment. Imported groups below may use different protocols; this review does not certify each run. A calibrated model judge scores private held-out questions. All-pass and partial credit are different metrics.
No comparable scores imported yet
A methodology review does not mean results are imported. Use the publisher sources above for current results. We do not infer scores or ranks from a benchmark’s reputation.