DeepsecBench-AA D
AI benchmark · Agentic
What is DeepsecBench-AA?
DeepsecBench-AA measures how well AI agents find security vulnerabilities in a given codebase, scored against an expert-verified golden set of findings using F2.
Security mostly
“DeepsecBench-AA, from @vercel, isolates vulnerability discovery. Given a codebase and a budget, the agent must find every vulnerability.”
x.com/ArtificialAnlys/status/2104548886442647864 ↗“Given a codebase and a budget, the agent needs to find every vulnerability present, and is scored against a golden set of findings from human security reviewers.”
x.com/ArtificialAnlys/status/2104548886442647864 ↗
Who built DeepsecBench-AA
Led by Vercel.
Tier D
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 DeepsecBench-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.