Legal AI / Benchmark leaderboard

Harvey LAB

Long-horizon legal work with documents and per-task rubrics; Harbor snapshot has 1,251 tasks.

No published company result yet.

This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.

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What this benchmark measures

Metrics

Rubric-criterion pass rate and all-criteria task pass rate.

Execution requirements

Legal agent with document/file tools and fixed rubric judge.

Scope and limitations

Publisher-created benchmark: disclose provenance. Main repository and third-party ports differ in task counts and expansions; freeze the chosen release.

Evaluation availability

Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.

Sources and company fit

Companies whose products may fit

Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.

Compatibility notes for each company

Harvey: Product-specific adapter / qualified access

Hebbia: Capability-aligned; adapter/access to qualify

Ironclad: Product-specific adapter / qualified access

Legora: Product-specific adapter / qualified access

LexisNexis: Product-specific adapter / qualified access

Luminance: Product-specific adapter / qualified access

Thomson Reuters CoCounsel: Product-specific adapter / qualified access