CWE-Bench-AA D
AI benchmark · Agentic
What is CWE-Bench-AA?
CWE-Bench-AA is Artificial Analysis' independent run of Collinear AI's CWE-bench, which measures whether AI agents can audit and patch real-world software vulnerabilities.
Security mostly
“CWE-bench measures that side, and we’ll keep extending it as the frontier moves.”
blog.collinear.ai/p/cwe-bench-v1 ↗“120 held-out audit-and-patch tasks, covering 73 CWEs, all ten OWASP Top 10 2025 categories and eight languages.”
blog.collinear.ai/p/cwe-bench-v1 ↗
Who built CWE-Bench-AA
Led by Collinear AI.
Lineage
Benchmarks this one is built on and built from: versions, subsets, extensions and the indexes that combine them.
Built on
CWE-Bench original
Tier D
Long tail: little or no usage data yet.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- no usage data
- in curated RL directories (1 pt)
How we got to tier D
- Adoption: no usage data. Tier D.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Where CWE-Bench-AA sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-30 snapshot.