Legal AI / Benchmark leaderboard
ContractNLI
Entailment, contradiction and evidence identification in contracts.
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.
Arrange an evaluation for your company →What this benchmark measures
Metrics
NLI classification and evidence-span quality.
Execution requirements
Contract text plus hypothesis; model outputs labels and evidence.
Scope and limitations
A narrow contract-understanding diagnostic; do not infer negotiation capability from NLI accuracy.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established
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
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