Qianwen's Vulnerability Recall Rate Reaches 81.3%, Cost Only Half of Opus 5

A security company, Aikido, tested seven models, including Qwen3.8-Max, Claude Opus 5, Kimi K3 Max, DeepSeek V4 Flash, as well as GPT-5.6 Sol, Luna, and Terra. The tests included 32 recently disclosed vulnerabilities, with each model running three times. Qwen3.8-Max identified a total of 26 vulnerabilities over three rounds, achieving a recall rate of 81.3%, tying for first place with Opus 5, and an F1 score of 83.2%. Among the 26 vulnerabilities, Qianwen was able to consistently find only 10 across all three rounds, while Opus 5 and Sol identified 19 consecutively. Qianwen's total cost was approximately $821, which is only half that of Opus 5 and Sol, but still five times that of DeepSeek V4 Flash.

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