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Best Chinese LLMs in 2026

Models tuned for Mandarin Chinese understanding and generation.

Updated

How we ranked

  • C-Eval, CMMLU, GAOKAO benchmark scores
  • Classical Chinese handling
  • Cantonese support
  • Cost when serving from China-based infrastructure
  • Compliance with Chinese content regulations

Read the full methodology for our sourcing and ranking standards.

Chinese LLM development moved fastest from 2023 to 2026. Qwen, DeepSeek, GLM, and Yi all ship strong open-weight models, and Chinese-language benchmarks now have meaningful headroom over Western competitors that lack training data and tokenization tuned for the language.

For products serving Chinese users, an in-China-hosted model is usually the right answer for both performance and regulatory reasons. Qwen-3 is the safe default; GLM-4-5 and Yi-Lightning are competitive alternatives.

For Chinese-Western bilingual use cases, the closed-frontier models have improved enormously and now match the open Chinese leaders on most cross-language tasks.

The ranking

  1. #1AlibabaOpen weights

    Qwen3-72B

    Alibaba's flagship open-weight Qwen3, strong on multilingual, code, and math, Apache-2.0 licensed.

    Full specs
    Context
    128K tokens
    Output · 1M
    Pricing not published
    Modalities
    text

    Why it ranks here. Apache-2.0 license. Strongest open-weight on Chinese. Tracked weakness: No native vision in this variant.

  2. #2AlibabaOpen weights

    Qwen3-32B

    Alibaba's mid-size Qwen3, sweet spot for self-hosting at modest hardware budgets.

    Full specs
    Context
    128K tokens
    Output · 1M
    Pricing not published
    Modalities
    text

    Why it ranks here. Apache-2.0. Fits modest hardware budgets. Tracked weakness: Trails 72B on hardest tasks.

  3. #3DeepSeekOpen weights

    DeepSeek-V3

    DeepSeek's flagship 671B-parameter MoE, frontier-level quality at a tiny fraction of frontier prices.

    Full specsTry DeepSeek-V3
    Context
    128K tokens
    Output · 1M
    $1.10 / 1M tokens
    Modalities
    text

    Why it ranks here. Frontier-level quality at open-weight prices. MIT license, clean commercial use. Tracked weakness: No native vision support.

  4. #4OtherOpen weights

    GLM-4.5

    Zhipu AI's flagship, strong open-weight Chinese model with broad commercial deployment.

    Full specs
    Context
    128K tokens
    Output · 1M
    Pricing not published
    Modalities
    text, vision

    Why it ranks here. MIT license. Strong Chinese. Tracked weakness: Smaller Western community.

  5. #5Other

    Yi-Lightning

    01.AI's API-tier Chinese-leaning model, strong on Chinese benchmarks at competitive pricing.

    Full specs
    Context
    16K tokens
    Output · 1M
    $0.14 / 1M tokens
    Modalities
    text

    Why it ranks here. Cheap. Strong Chinese. Tracked weakness: Short 16k context.

  6. #6OpenAI

    GPT-5.5

    OpenAI's mid-cycle GPT-5 refresh, improved reasoning, tool use, and multimodal grounding over the 2025 launch.

    Full specsTry GPT-5.5
    Context
    400K tokens
    Output · 1M
    Pricing not published
    Modalities
    text, vision, audio

    Why it ranks here. Industry-leading tool-use and function-calling reliability. Strong end-to-end agent performance across SWE-bench and GAIA. Tracked weakness: Pricing premium vs. open-weight alternatives.

How to choose

Don't pick on the headline ranking alone. Run your top two picks on a representative sample of your own workload and compare. The numbers in this list are sound, but task-specific quality varies in ways no benchmark fully captures. The criteria above are the right axes to evaluate on, but the weighting depends on your stack.

  • Cost-sensitive workloads, start with the cheapest of the top three; escalate only if quality is the bottleneck.
  • Privacy-sensitive workloads, filter to open-weight picks above. They're labeled with a green badge.
  • Latency-sensitive workloads, see the Fastest LLMs list, which can override task-specific picks.

Frequently asked

  • What is the best model for chinese llms?
    Our #1 pick is Qwen3-72B from Alibaba. Alibaba's flagship open-weight Qwen3, strong on multilingual, code, and math, Apache-2.0 licensed.
  • How are these rankings determined?
    We rank by the criteria listed at the top of this page: C-Eval, CMMLU, GAOKAO benchmark scores; Classical Chinese handling; Cantonese support. Where two models are close, we prefer the one with stronger production deployment evidence at the time of writing. Read the full methodology for our standards.
  • Qwen3-72B or Qwen3-32B?
    Both are top-tier picks. Qwen3-72B edges ahead on the criteria most relevant to this task. Qwen3-32B is the strongest alternative, see the head-to-head comparison page for full deltas.
  • Are open-source models on this list?
    Yes where they're competitive. Each entry below shows whether the model ships open weights and under what license.
  • How often is this list updated?
    Weekly. New launches that affect the ranking get reflected within seven days. The "last updated" stamp at the top of the page reflects the most recent dataset commit.

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