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 Sudeikis's Ted Lasso Pay Jumped: A Cost Plus Deal Analysis
UNRWA funding cuts create complicity risk under international law
What makes a wedding secrecy NDA legally enforceable?
Westlaw CoCounsel vs. Lexis+ AI: A Practitioner-Focused Comparison
Federal charges for the 26 Federal Plaza incendiary device attack
Which Laws Apply to AI-Generated Election Fraud Claims?
The AI Governance Gap Is an Active Legal Risk in 2026
How Alphabet's AI Spending Reshapes the Legal Industry
Amazon Prime settlement eligibility requirements and how to file
Legal Requirements for Antigua and Barbuda Citizenship by Investment in 2026
Backdoor Roth IRA Proposed Changes and Legal Implications in 2026
Which AI Tool Works Best for Pro Se Litigants?
Brendan Carr's Paramount Gifts and the Federal Ethics Rules
C-130 Theft Case: Historical Legal Analysis of US-UK Jurisdiction
Key legal implications of the Clay County methamphetamine seizure
Legal Requirements for Businesses Under Code Orange Air Quality Alerts
Court Standing Orders on AI Filings: A Practical Compliance Playbook
David Leroy French's Probation and the Supervision Gap
False Positive Doesn't Kill Cyclospora Litigation — Here's Why
Why FBI-ICE Investigation Shift Matters for Accountability
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