研究数学跑分：DeepSeek V4.1 Flash 3.038，与 M3.1 Flash 同处近似并列组
第三方评测称 DeepSeek V4.1 Flash 1017 得 3.038，与 Meta Muse Wonder、Gemini 4 Argon、Mimo v2.6 Pro、MiniMax M3.1 Flash 构成近似并列组，强项是找障碍和定理级部分推进，弱点是定理适用范围控制。
3/ DeepSeek v4.1 Flash 1017 is a strong full-bench research-mathematics system and scores 3.038. It belongs to the near-tie cluster with Meta Muse Wonder, Gemini 4 Argon, Mimo v2.6 Pro, and MiniMax M3.1 Flash. Its defining strengths are decisive obstruction finding, broad theorem-level partial progress, good statement debugging, and complete structured coverage. Its principal weakness is theorem-scope control: several polished, highly confident claims rely on literature results that do not apply in the asserted generality. DeepSeek is therefore an excellent high-throughput conjecture debugger and research assistant, but literature-dependent solved claims still require strict external verification before acceptance.