Inside the Artificial Analysis Cyber Index: three real-repo vuln-fixing evals, DeepSeek on top
ArtificialAnlys · x · 2026-10-24
Artificial Analysis details its Cyber Index methodology: a composite of three evaluations on finding, reproducing, and patching vulnerabilities in real software repositories — CWE-Bench-AA (Collinear AI), DeepsecBench-AA (Vercel), and CyberGym-E2E-AA (Berkeley RDI), all independently benchmarked.
- Leaderboard: DeepSeek V4.1 Flash 1017 (Max) tops at 57, with Grok 4.7 (Xhigh) and MiMo-V2.6-Pro at 56
- Built with the Cyber Index Alliance (Collinear AI, IBM, NVIDIA, Vercel) to standardize enterprise cyber-defense evals
More from Models
- LiveBench creator to evaluate Kimi K3.1, betting his benchmark can't be gamed — bindureddy · 2026-10-24
- Kimi K3.1 Pro tops SWE Marathon and agent benchmarks, fueling open-source 'last time they catch up' debate — cephaloform · 2026-10-24
- Kimi K3.1 Pro tops Humanity's Last Exam with tools at 70.0, ahead of Opus 5.5 — UltraRareAF · 2026-10-24
- Peter Gostev demos 3D generation with Kimi K3.1 Pro — arena · 2026-10-24
- Kimi K3.1 Pro hits #4 lab on Code Arena WebDev, 74% cheaper than Claude Opus 5 — arena · 2026-10-24
- Moonshot Kimi now ranks #4 lab on Code Arena WebDev leaderboard — arena · 2026-10-24