Across 34 shared benchmarks, DeepSeek-V4-Pro scores higher on 4 and Qwen3.8 Max Preview on 30. The widest gap is OmniScience Non-Hallucination, where Qwen3.8 Max Preview scores 58.3 against 12.2. DeepSeek-V4-Pro is the cheaper of the two on tracked API pricing ($1.32 against $2.00 per million input tokens).
Best tracked score per model per benchmark (default configuration; source-attributed). ↓ marks lower-is-better metrics. Open either model for its full surface, provenance and pricing. Quoted rates are the price-setter row we currently track for each model — its direct or vendor-official listing where one exists (direct, alibaba-official), otherwise the lowest tracked offer.