Qwen 2.5 Coder 32B Instruct overview
Qwen 2.5 Coder 32B Instruct specs
- Developer
- Alibaba Cloud
- Input
- Text
- Output
- Text
- API
- OpenAI-compatible, base URL
https://api.aimlapi.com/v1
Basic Information
- Model Name: Qwen2.5 Coder 32B Instruct
- Developer/Creator: Alibaba Cloud's Qwen Team
- Release Date: November 12, 2024
- Model Type: Causal Language Model
Overview
Qwen2.5 Coder 32B Instruct is a state-of-the-art (SOTA) open-source code large language model (CodeLLM) designed for code generation, repair, and reasoning. It is part of the Qwen2.5 series and aims to help developers code more efficiently and learn new skills.
Key Features
- Excels in code generation, code repair, and code reasoning
- Demonstrates strong general and mathematical abilities
- Supports over 40 programming languages
- Offers human preference alignment
- Provides long-context support up to 131,072 tokens
Intended Use
Designed for instruction-based tasks, code completion, error correction, and assisting developers in various coding scenarios. It can be used in code assistants and other applications.
Language Support
Proficient in over 40 programming languages, including both mainstream and niche languages like Haskell and Racket.
Architecture
Employs a dense transformer architecture with Rotary Position Embedding (RoPE), SwiGLU activation functions, RMSNorm normalization, and Attention QKV bias.
- Context length of up to 131,072 tokens
- Attention Heads: 40 for Q and 8 for KV
Use cases
- AI-assisted programming and developer productivity tools
- automated code review and debugging systems
- multi-language code generation and software development automation
- educational tools for programming learning and practice
- code synthesis and refactoring in large software projects
- intelligent coding assistants and conversational programming agents
Capabilities
- Function calling
- Streaming
- Structured outputs
Qwen 2.5 Coder 32B Instruct benchmarks by 
Artificial Analysis
See how Qwen 2.5 Coder 32B Instruct scores on independent evaluations. Data retrieved Nov 3, 2026.
Benchmark results
Compare 16 models available on AI/ML API across 5 independent benchmarks.
Humanity's Last Exam
Expert-written questions across academic subjects.
GPQA Diamond
Graduate-level science questions written to resist web search.
LiveCodeBench
Competitive programming problems published after training cutoffs.
MMLU-Pro
Multiple-choice knowledge and reasoning across 14 subjects.
MATH-500
Competition mathematics problems.
Qwen 2.5 Coder 32B Instruct API pricing
| Usage | Price | Unit |
|---|---|---|
| Input | $0.84 | 1M tokens |
| Output | $0.84 | 1M tokens |
Qwen 2.5 Coder 32B Instruct is unlisted on AI/ML API. The rates apply to existing integrations; the models below are current alternatives.
Prices from the AI/ML API price list, checked on Nov 4, 2026.
Qwen 2.5 Coder 32B Instruct vs other models: token prices
AI/ML API input and output rates for 5 models, per million tokens.
| Model | Input | Output |
|---|---|---|
 Qwen 2.5 Coder 32B Instruct | $0.84 | $0.84 |
| Qwen3.8 Omni Flash | $0.15 | $0.47 |
| Qwen3.8-Flash | $0.16 | $0.47 |
| Qwen 3.8 27B | $0.4761 | $3.39 |
| Qwen3.8 Max Prime | $4.23 | $12.7 |
Models similar to Qwen 2.5 Coder 32B Instruct
Related articles
Qwen 2.5 Coder 32B Instruct FAQ
How much does Qwen 2.5 Coder 32B Instruct cost?
Qwen 2.5 Coder 32B Instruct is priced at input $0.84 / 1M, output $0.84 / 1M.
Does Qwen 2.5 Coder 32B Instruct support streaming?
Yes, Qwen 2.5 Coder 32B Instruct can stream responses as they are generated.
Does Qwen 2.5 Coder 32B Instruct support tool calling and structured outputs?
Yes, Qwen 2.5 Coder 32B Instruct supports both function calling and structured outputs.
Who created Qwen 2.5 Coder 32B Instruct?
Qwen 2.5 Coder 32B Instruct was built by Alibaba Cloud.
What API endpoint is used to access Qwen 2.5 Coder 32B Instruct?
It is available via the v1 endpoint.