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
David Hearn's Legal Defense Strategy Against Felony Charges
FAA Restores Boeing 737 MAX Certification — Legal Impact
Federal penalties for misleading tax savings email schemes
Who Bears Liability for Foodborne Illness at Farmers Markets?
Assessing Jason Alexander's legal exposure for 2012 incident
How Spellcaster Messages Proved Premeditation in Larry Millete Trial
The Legal Risks Teams Face in Pursuing LeBron James
What gives NORAD the legal right to intercept aircraft?
How the UES Legionnaires' Outbreak Is Driving a Coordinated Litigation Wave
Le'Veon Bell arrest shows UIFSA enforcement in real time
Luminance Legal AI Deep Dive: Panel of Judges Architecture, Pricing, and Who It Actually Serves
How Mark Cuban's Employee Ownership Compares to an ESOP
Mark Walter probe exposes 13x disclosure gap at Delaware Life
Three legal pathways for a Mexican tourist killed fleeing ICE
Legal Questions from Nolan Wells' 'Undetermined' Autopsy
Why OpenAI endorsed Slotkin's AI Guardrails Act
How Will AI Shape the New Public Charge Rule for Spouse Visas?
Quantum regulations create binding compliance duties for legal professionals
A Legal Analysis of the Rebel Wilson Defamation Case Ruling
The Unresolved Legal Question Behind Trump's Firing of Roger Rogoff
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