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
Naqah Lake Birth Injury Lawsuit and Legal Malpractice Explained
How the NFL Salary Cap Works After a Contract Is Signed
Paris Judge Authorizes Tour de France Night Doping Tests
World Cup bet bypass shows DraftKings' regulatory dilemma
Protecting a Celebrity Wedding with AI, NDAs, and Legal Strategy
Selective Declassification and the Limits of Presidential Power
SOXL July 2026 Collapse and Securities Liability Risk
What Sunny Hostin's Son Citation Case Reveals About Family Representation
The Legal Design Behind the Taylor Swift Wedding NDA
Ticketmaster DOJ Settlement States Reject Antitrust Implications
How Timothy Busfield Used 'Canceled' as a Defense
Todd Blanche's $1,000-a-Day Contempt Fine Tests Confirmation Vote
What Judge Gorton's TPS Work Permit Injunction Means for August 5
What Troy Jackson's Senate Policy Agenda Means for Maine
Four Antitrust Cases Behind UFC Fighter Pay Disputes
The Constitutional Case Against DOGE's USAID Dismantling Explained
What the AI Chip Stock Drop Means for Legal Tech
Your Legal Rights During a State Department Worldwide Caution
Four times the 25th Amendment's removal process was almost invoked
AI Contract Review Software: How It Works Under the Hood — RAG Architecture, Playbook Automation, and the Technical Difference Between Purpose-Built and General-Purpose AI
Blogarama - Blog Directory