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
What Legal Options Exist After a Death in ICE Custody?
How Culver City's Urgency Ordinance Blocked In-N-Out's Drive-Thru
How Much the IRS Takes From Spain's $50M World Cup Prize
Judge Talwani's Spending Clause Analysis Blocks Grant Cuts
What the Karim Khan Accuser Interview Reveals About ICC Standards
Legal AI Ethics Guide for Law Students: Professional Responsibility Rules for 2026
Live Nation antitrust trial: $1.72 ticket overcharge faces a key legal test
What NVRA Obligations Does New Jersey's Registration Error Trigger?
How Did the FBI Use RICO to Catch Nitish Kaushal?
How North Korea's K-pop Laws Violate International Human Rights Treaties
Pennsylvania Employers: Legal Duties During Code Purple Air Quality Alerts
The legal controversy behind the RFK Jr. polio vaccine sketch
Criminal and civil liability after a road rage incident
Roberto Ayala Sentencing and California Bomb-Device Law
Samsung NJ Layoffs Test 2023 WARN Act Amendments
The Data Behind SCOTUS Bias Allegations in Trump Rulings
How to Advise Clients on Contacting SSA for Delayed Benefits
The Supreme Court tariff refund ruling: a procedural roadmap
TV Azteca Bankruptcy Tests Cross-Border Creditor Rights
UnitedHealth Defamation Lawsuit Dismissed: Legal Analysis
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