Benchmarks

Citation-accuracy and reliability benchmarks for AI legal research and drafting tools, framed as risk assessment rather than product endorsement. Each entry discloses the benchmark source type (peer-reviewed academic study, vendor-published report, or independent test), the tool name and version tested, the test date, and a methodology summary, and visually separates independent findings from vendor-coordinated ones. Entries cross-link to any Risk Digest case naming the same tool. Does not contain case outcomes (Risk Digest) or how-to guidance (Workflows), though it links to both.

ToolVendorSourceHallucination rateVersion testedTest date
Nicaragua's election ban violates international law with limited remedies
How OpenAI's Cloud Costs Are Upending Legal AI Pricing Models
Pentagon's $200B Iran Request Tests Congress's Purse Power
Prince Harry's loss puts litigation funding model to the test
Student Placement Legal Issues in Provo Canyon School Closure
New Public Benefits Rule Expands Green Card Denial Grounds
Rebel Wilson Defamation Appeal Update: Serious Harm Is Key
Three constitutional challenges to the SAVE America Act
Shamarco Moore and Alabama's family-member kidnapping defense
What Are the Legal Requirements for SNAP Waivers After Tropical Storm Arthur?
Why Australia's Sneako Ban Doesn't Violate Free Speech
Supreme Court Rulings Won Public Approval, Impartiality Did Not
Tempus AI Acquisition Tests Genetic Privacy Laws in Healthcare
How Turtle Bay's CVA Is Reshaping UK Hospitality Restructuring
What legal tools does the US have to counter AI IP theft from China?
How H.R. 9680 and S. 4295 Would Dismantle UNRWA Under US Law
Void-mortgage theories surge in AI-generated pro se lawsuits
Westlaw AI Hallucination Sanctions: What the 2025–2026 Cases Mean for Attorney Liability
AI Consent Clauses for Engagement Letters: Drafting Language That Meets ABA 512 and State Bar Standards
AI Hallucination Sanctions in 2026: The Enforcement Wave by the Numbers
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