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
South Africa deportation cases now under court oversight in 2026
What Legal Options Do Subaru Owners Have After the Recall?
Why Thom Tillis Opposes Pulte’s Intelligence Nomination
How a Toy Head Fooled Tesla Autopilot and Opened a NHTSA Probe
US Virgin Islands Gun Law Under Triple Legal Onslaught
What Happens When a Prenup Is Never Funded? The Warner Case
7-OH Kratom Lawsuits Surge as DEA Prepares Schedule I
The AI-Fueled Pro Se Surge: How Free AI Lawyer Apps Are Reshaping Federal Litigation in 2026
Best AI Legal Assistants for Solo Firms in 2026
Appeals Court Rules Biden's Memoir Tapes Must Be Released
What the Bedminster TFR Incidents Reveal About the Enforcement Pipeline
How Ben Sasse Built a Structural Originalist Case for the Filibuster
Cape Cod Erosion Drives Mortgage Litigation Risks for Lenders
What's the Capital One Class Action Payout Per Person?
State Data Center Regulation Faces a Constitutional Patchwork
D.C. Circuit Blocks Trans Military Ban via Animus Review
Defense Contractors Face New China Sourcing Rules Under Trump Order
DHS use-of-force law and the accountability gap after the shootings
EvenUp AI Platform Review: An Evidence-Based Evaluation for Personal Injury Law Firms (Q2 2026)
Federal courts block White House election fraud response
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