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
Inflation assumptions in retirement plans: a legal risk for estate attorneys
The Legal Price of JPMorgan's Email Spying Allegations
How the Julio Rodríguez Extension Reworked Option Drafting
The legal impact of the House GOP stopgap funding bill
What LatAm AI Regulation Means for Mercado Pago's Risk Analysis
Is the Montana LLC Vehicle Registration Strategy Legal for Colorado Residents?
Using Nvidia vs AMD chip stock forecasts for law firm AI ROI timing
Peter Navarro's contempt of Congress conviction: a complete timeline
Plastic contamination recalls surge: what it means for legal liability
The Legal Reasons Behind Provo Canyon School's License Revocation
How the House Reconciliation Bills Reshape Legal Practice
How 28 U.S.C. § 546 led to Rogoff's 54-minute tenure
How Three Legal Mechanisms Ended Ronald Fischer's 21-Year Fugitive Run
Legal consequences of a 157 mph St. Lawrence boat ticket
Student loan default cliff: Litigation and enforcement risks
TD 10052 Resolves 1035 Exchange Life Insurance Trap
TSMC's Q2 Earnings and the Escalating AI Chip Regulatory Regime
Six Rulings That Changed the Legal Status of Undocumented Immigrants
Compensation rights after United's technology outage
Why Sleep Apnea Cuts in the Veterans Bill Set a Dangerous Precedent
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