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
How Steve McBee Sr. Got Early Release From Federal Prison
Two Lawsuits Filed Over Taco Bell Cyclospora Outbreak
Product Liability in the Taylor Farms Lettuce Recall
Can Mark Rober's brick wall test prove Tesla Autopilot is defective?
How Trump's $1.8M Self-Deportation Fines Work
Why the Tucson Shooting Suspect Hasn't Been Charged Yet
US-Israeli strikes on Iran failed the UN Charter self-defense test
Inside the Yurezz Home Center multi-state fraud investigation
AI Compliance Software in 2026: A Categorical Buying Guide for Legal and Compliance Professionals
Which AI Legal Research Tool Should Your Firm Adopt?
Find the Best AI Legal Software for Your Practice and Firm Size
AMD Earnings Preview: What It Means for Legal AI Costs
Four Legal Tracks That Activated After the Asheville Mass Shootings
Can Congress end birthright citizenship after Trump v. Barbara?
Blanche Confirmation Raises Legal Risks for Epstein Accusers
The Three Enforcement Tracks for Campaign Finance Mismanagement
Which Canada Tariffs Survive After the IEEPA Ruling?
Cetirizine recall creates new liability chain after Zantac MDL
Chick-fil-A's 2026 breach tests the credential stuffing liability standard
Code Purple air quality: employer legal obligations
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