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
Why child safety is blocking the Sunshine Protection Act
How a Cuban Dissident Artist's Asylum Case Unfolded
The Counting Gap Behind Bill Marler's Cyclospora Lawsuit
Trump Tightens Defense Supply Chain Waiver Rules
Dentist arrested for sedation death: why criminal charges are rare
Hawaii's Custodial Interference Charge in the Gabbard 'Luring Children' Case
What Government Shutdowns Mean for Federal Litigants in 2024
What Legal Liability Applies in Hostage Standoff Rescues?
What the 2026 ICE Contempt Rulings Mean for Immigration Litigators
The ICJ's Evolving View on the West Bank Barrier's Legality
Three Phases of Institutional Gaslighting in the Epstein Case
Iran Attack Legal Implications Under the UN Charter
Janel Grant Arbitration Case Tests NDA Duress Claims
Why Jason Alexander faced no charges for misconduct with a minor
LAPD Detective Retaliation Lawsuit Alleges Overdose Probe Cover-Up
The Legal Mechanics of LeBron James's 2026 Free Agency
The Legal Architecture of FBI World Cup 2026 Security Operations
The Legal Pathway from a Birth-Switch DNA Test to Court
How the Mark Walter probe tests NBA and MLB ownership protections
Minnesota Grandparents Happy Hour Law Creates New Liability Risks
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