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Risk data, not endorsement

Evaluations

Citation-accuracy and hallucination-rate benchmarks for named AI legal tools, framed explicitly as risk data rather than product endorsement. Each evaluation discloses its benchmark source, methodology, and test date, and aggregates independent studies rather than vendor-supplied figures where possible. Every tool profile cross-links to the specific Risk Digest cases in which that tool was implicated, turning benchmark scores into traceable risk signals. Serves the procurement and comparison task: is this specific tool safe enough to use. Excludes narrative case reporting (Risk Digest) and procedural steps (Workflows); comparisons must always disclose methodology to avoid misleading side-by-side figures across incompatible test conditions.

CoreWeave Investor Relations, Applied Digital Investor Relations, Sacra

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

FDA staff recommendation; PCAC advisory vote

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Forbes / LinkedIn (Microsoft Build 2026)

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Harvey Legal Agent Benchmark, Legal Benchmarks, Artificial Analysis, LLM Stats

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Legalcomplex Q1 2026 Extended Report

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

No independent benchmark (Palantir financials only)

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Risk Digest

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Sheppard Mullin; PeptideJournal

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Source undisclosed

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

STAT News, FDA Law Blog, LumaLex, Health Law Alliance

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Valoir

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.

Yahoo Finance

Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.