Legal AI / Benchmark leaderboard

LegalBench-RAG

Retrieval of precise evidence spans for legal contract questions.

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

Character-level precision and recall.

Execution requirements

Retrieval pipeline over the provided legal corpus.

Scope and limitations

Measures retrieval, not the correctness of the generated legal analysis; preserve exact source offsets.

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

Cohere: Direct component API + selected system adapters

Glean: Capability-aligned; adapter/access to qualify

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

Voyage AI: Direct component API + selected system adapters