Claude-opus

Published on
June 22, 2026
Low, Medium, Critical: How Four Frontier Models Graded the Same Live Target
ai-pentesting klue benchmark glm deepseek kimi-k2 claude-opus ptaas autonomous-security appsec pentesting
We ran KLUE against the same live production target four times, once each behind GLM 5.2, DeepSeek V4 Pro, Kimi K2.7 and Opus 4.8, all on an identical thirty minute budget. Same target, same clock, four risk verdicts from Low to Critical. A field report on what each model sees, what it walks past, whether it got the severity right, and why the cheapest run came back with the most.
Published on
May 2, 2026
Could Kimi K2.6 Hold Its Own Against Claude Opus on Real Pentest Work?
ai-pentesting klue benchmark kimi-k2 claude-opus ptaas autonomous-security appsec pentesting
We ran four frontier models through the same autonomous pentest engagement. Recall, time to finish, and dollars per run all tell different stories, and Kimi K2.6 turned out to be the surprise on the leaderboard.

Low, Medium, Critical: How Four Frontier Models Graded the Same Live Target