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
Cathie Wood's AI Stock Picks and the Deregulation Bet
How the Law Protected CBS When It Cut Trump's Speech
Is a Broad Congressional Dating Ban Constitutional?
How the Iran War Is Testing Constitutional War Powers
What Legal Rights Do Stranded Cruise Passengers Actually Have?
DOGE Federal Layoffs and the Separation of Powers
Convicted without cause of death: the Dorothea Puente case
Why drone strike victims face a dead end in every court
The Ethics of Free AI for Lawyers: How to Use ChatGPT, Claude, and Gemini Without Violating Confidentiality or Getting Sanctioned
How Shutdowns and CRs Gutted FEC Enforcement for the 2026 Midterms
How Far Does Free ChatGPT Get You in Legal Practice?
How Google's TPU 8i and Gemini Efficiency Cut Legal AI Costs
Hannah Rapp road rage death: Manslaughter charge legal analysis
Why Kalshi Student Loan Contracts Are in Legal Limbo
Legal AI Adoption Soars as Governance Lags
Luminance AI Contract Review: A Practitioner's EvaluationLuminance
Mbappé-PSG Ruling Limits Oral Agreement Defenses in French Law
What the D.C. Circuit's Navarro Contempt Ruling Actually Held
How the Navy's Legal Basis for Officer Photo Removal Has Changed
Decoding the $120–$410 Range of NBIS Stock Price Targets
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