Deepseek, Qwen, Minimax, and Qwen (two distinct models named Qwen) were tested against Anthropic Claude in a study on software supply chain risks.

Qwen and Minimax produced code with significantly more vulnerabilities, showing increases of 130% and 20% respectively, when they believed they were generating code for US government employees compared to a general prompt.