Release catalog
Versioned evidence, preserved over time
Each VulnBench release defines its own protocol, reference model, metrics, dataset version, and compatibility boundary.
Current release
Snyk VulnBench JS 1.0
Can LLMs find the same bugs twice?
A controlled study of how repeatably agentic LLM security reviews find vulnerabilities in the same JavaScript code, prompt, and benchmark harness.
Further VulnBench releases are planned. No unpublished results or speculative rankings are shown here.