Qwen3 235B A22B

A 235-billion-parameter mixture-of-experts model from Alibaba that activates 22 billion parameters per token, designed for general-purpose instruction-following tasks with a 131k-token context window.

Strengths

Combines large parameter count with efficient activation to handle complex, multi-step reasoning and long-context tasks without excessive computational overhead.

Best for

Applications requiring substantial reasoning capability and extended context windows, where you need more capacity than the smaller 30B variants but want to operate within practical inference constraints.

Limitations

A dense, general-purpose model; for specialized workloads like extended reasoning, use the Thinking variant, and for code generation, the Coder variant offers better performance.