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
Digital evidence trail in the Celeste Rivas Hernandez murder case
What the cetirizine recall means for consumer rights
What Lawyers Must Know Before Using ChatGPT
Contract Review AI Tools Compared: Luminance, Kira, and Spellbook
Three Contested Elements in David Hearn's Reflecting Pool Charges
The David Hearn Reflecting Pool Case Moves to Trial in September
What Are the Legal Consequences of a DWI Crash Court Case?
Epstein survivors left disappointed by DOJ meeting with Todd Blanche
Federal judge blocks TPS work permits ruling in temporary stay
Free vs. Paid AI for Legal Writing: A Task-Specific Decision Matrix for Cost-Conscious Firms
Google Gemini Copyright Lawsuit Tests a Novel Authorization Theory
Voluntary Custody Relinquishment and the Panettiere Case
How Iran's secret service built an AI video surveillance state
How the Jack Smith referral challenges false statements precedent
Japan Revises Imperial Law, Keeps Male-Only Succession
Alaska Bush Pilot Beer Case Could Define Excessive Fines
The Law Firm AI Adoption Paradox: High Usage, Low Readiness — and What to Do About It
Legal AI Pricing in 2026: What You Actually Pay vs. What You Get
Markey-Moulton debate exposes STOCK Act's private equity loophole
Missouri prosecutor removed over alleged relationships with defendants
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