Kimi K3.1 Pro tops offensive cyber eval at 46.43%, claims of deliberate nerfing surface

teortaxesTex · x · 2026-10-25

migtissera published black-box offensive cybersecurity results on WebExploitBench: Kimi-K3.1-Pro leads at 46.43%, ahead of DeepSeek-V4.1-Flash-1017 (42.86%) and GLM-5.3-Flash (35.71%). The quoted system card shows Moonstack-style data removal of cyber content from mid-training and RL stages, plus an internal xdev-bench-hard vuln-discovery eval. The poster claims the model also found 12 uncounted vulnerabilities including critical RCE chains, that this is post-'nerfing', and invokes Dario Amodei's 'cyber super-weapon' warnings to accuse Anthropic of narrative manipulation. Those claims are unverified speculation.

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