Alibaba
Released November 11, 2024Cutoff June 2024

Qwen2.5 Coder 32B Instruct

Qwen2.5 Coder 32B Instruct by Alibaba is a code-specific model for code generation, reasoning, and fixing, with 128K context and 32B parameters.

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Outputs
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Model Overview

Capabilities, design details, and architectural traits

Qwen2.5 Coder 32B Instruct - code-specific Qwen large language model

Qwen2.5-Coder is described as Qwen’s latest series of code-specific large language models, and this 32B Instruct version is the instruction-tuned model in that family. It is positioned around code generation, code reasoning, and code fixing.

Documented traits

  • Type: Causal language model.
  • Training stage: Pretraining and post-training.
  • Architecture: transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias.
  • Context length: Full 131,072 tokens.

What makes it distinct

The model is part of a family that Qwen says adds a stronger foundation for real-world applications such as Code Agents. The official materials also say it improves coding capabilities while maintaining strengths in mathematics and general competencies.

Family positioning

Qwen’s official description presents Qwen2.5-Coder as a code-focused series spanning multiple sizes. The 32B Instruct model is the instruction-tuned member of that lineup.

Benchmark Performance

Independent evaluations · Artificial Analysis

6.7%
Intelligence

Accuracy & Capability Details

GPQA - Graduate Science41.7%
Humanity's Last Exam3.5%
SciCode - Scientific Coding27.1%

Compare Models Side-by-Side

Evaluate specifications, pricing, and independent benchmark indices

Model Details
General Info
ProviderAlibabaAnthropicAnthropic
Release DateNovember 11, 2024September 22, 2026September 28, 2026
Knowledge CutoffJun 2024-Jun 2026
Context & Limits
Context Window128K
1M
Best Context Window
1M
Best Context Window
Pricing (per 1M tokens)
Input Pricing
Free
Best Input Pricing
$4$2
Output Pricing
Free
Best Output Pricing
$20$10
Modalities
Inputs
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Outputs
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Benchmarks (0-100)
Intelligence Index6.7
57.6
Best Intelligence Index
56.0
Coding Index---
Agentic Index---
Qwen2.5 Coder 32B Instruct
Claude Opus 5.5
Claude Sonnet 5.5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

4%
Qwen2.5 Coder 32B Instruct
Humanity's Last Exam
Score: 4%
Qwen2.5 Coder 32B Instruct
61%
Claude Opus 5.5
Humanity's Last Exam
Score: 61%
Claude Opus 5.5
55%
Claude Sonnet 5.5
Humanity's Last Exam
Score: 55%
Claude Sonnet 5.5

SciCode Benchmark

Scientific coding and mathematical modeling.

27%
Qwen2.5 Coder 32B Instruct
SciCode Benchmark
Score: 27%
Qwen2.5 Coder 32B Instruct
67%
Claude Opus 5.5
SciCode Benchmark
Score: 67%
Claude Opus 5.5
61%
Claude Sonnet 5.5
SciCode Benchmark
Score: 61%
Claude Sonnet 5.5

Long Context Reasoning

Logical reasoning over long context windows.

N/A
Qwen2.5 Coder 32B Instruct
85%
Claude Opus 5.5
Long Context Reasoning
Score: 85%
Claude Opus 5.5
83%
Claude Sonnet 5.5
Long Context Reasoning
Score: 83%
Claude Sonnet 5.5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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