DeepSeek-V3.2
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
DeepSeek-V3.2 appears in 1 AI-ranked category — best position #3 for open-weight llm.
Frontier-adjacent quality under a true MIT license, with the best cost-to-capability ratio in the open ecosystem — strong reasoning (R1 lineage distilled in), solid coding and tool use, and it is servable via every major inference provider or self-hostable, so practitioners get GPT-4-class output without vendor lock-in; ranked first assuming the builder can use hosted inference rather than running the full MoE themselves
Where DeepSeek-V3.2 falls short, per the models
- Claude The full model is a massive MoE that is impractical to self-host on modest hardware, and there is no strong small-size family — teams needing on-device or single-GPU deployment must look elsewhere
Top alternatives per the models: GLM-5.2 · DeepSeek-V4-Pro · Kimi K2.5 · Llama 4 Maverick
Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology