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Qwen3-Coder beats newer models in CLI

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Qwen3-Coder beats newer models in CLI
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// 45d agoBENCHMARK RESULT

Qwen3-Coder beats newer models in CLI

A LocalLLaMA user reports that Qwen3-Coder and Qwen3-Coder-Next outperform newer Qwen3.5 and Qwen3.6 models for long, tool-heavy coding tasks inside Qwen Code. The complaint centers on MCP/tool-use reliability, where newer models allegedly loop despite stronger benchmark claims.

// ANALYSIS

This is a useful reminder that agentic coding quality is not the same thing as single-shot benchmark quality.

  • Qwen Code is optimized around Qwen3-Coder models, so newer general Qwen3.5/3.6 checkpoints may not inherit the same tool-use behavior
  • The reported failure mode matters: infinite thinking loops are worse than weaker codegen because they break unattended workflows
  • Local inference adds another variable, with MLX quantization, context handling, and parser behavior all able to shift model rankings
  • The small Reddit sample is not proof, but other community reports echo the same pattern: Qwen3-Coder-Next remains a strong local coding-agent baseline
// TAGS
qwen3-coderqwen-codeai-codingclimcpagentopen-weightsbenchmark

DISCOVERED

45d ago

2026-04-23

PUBLISHED

45d ago

2026-04-23

RELEVANCE

7/ 10

AUTHOR

Undici77