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2026-11-10 issue

Observed arrival · 2026-11-10

A buyer’s map of AI red teaming

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Editorial interest 82/100 Selection signal · not a rating of the site

A comparison guide for 52 AI red-teaming vendors and open-source tools, with a needs-based matcher for buyers.

Landing page captured for the 2026-11-10 issue.
For
Teams selecting AI red-teaming vendors
Worth noticing
The guide marks 16 of its 52 vendors and tools as now partly or wholly owned by larger companies.

Field notes

The chooser asks buyers what they need tested, then presents a recommended vendor, a reason and alternatives. The comparison is divided into areas such as automated platforms, agent testing, frontier-model safety and compliance mapping. Ownership entries distinguish completed acquisitions from some announced, pending deals; the page also shows examples ranging from a free Apache-licensed tool to vendor plans listed at $149 per month.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use

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Landing page observed 2026-11-10. The live site may have changed.