The verdict
DeepSeek-V3.2 appears in 1 AI-ranked category — best position #5 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: DeepSeek-V4 · GLM-5.2 · Qwen3 · Llama 4
Watch DeepSeek-V3.2
Boards re-poll weekly and the models change their minds. One short email only when DeepSeek-V3.2's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
DeepSeek-V3.2 ranks #5 for best open-weight llm by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-open-weight-llm?utm_source=badge&utm_medium=embed&utm_campaign=badge-deepseek-v3-2)<a href="https://modelsagree.com/best/best-open-weight-llm?utm_source=badge&utm_medium=embed&utm_campaign=badge-deepseek-v3-2"><img src="https://modelsagree.com/badge/deepseek-v3-2.svg" alt="DeepSeek-V3.2 — ranked #5 for Best open-weight LLM by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology