Qwen2.5-Coder-32B-Instruct
Qwen2.5-Coder-32B-Instruct is worth evaluating for coding, rag, and agents when its provider route and context window match the workload.
Use it for
- Teams evaluating coding, rag, and agents
- Workloads that can use a 128k context window
- Buyers comparing 4 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Family
- Qwen2.5-Coder
- Released
- 2024-11-12
- Context
- 128k
- Parameters
- 32B
- Architecture
- Decoder Only
- Knowledge cutoff
- 2024-02
- Specialization
- code
- Training
- finetuned
- Fine-tuning
- instruct
Cheapest of 6 routes · SiliconFlow
About
Instruction-optimized 32B code flagship for production systems requiring top-tier code reasoning, generation, and multi-file analysis.
Qwen2.5-Coder-32B-Instruct is a model in the Qwen2.5-Coder family. The structured metadata tracks a 128k-token context window, structured outputs, and code execution. This page tracks provider routes through Cloudflare Workers AI, OpenRouter, Fireworks AI, and 3 more, with the cheapest tracked route listed at $0.18 input and $0.18 output per 1M tokens. Headline tracked benchmarks include HumanEval 92.7, Aider Polyglot 16.4, and BigCodeBench 49.0.
Top use-case fit: coding, agents, and build tasks
Coding
Q/$ A3 relevant benchmarks in the decision map.
RAG
Included by capability and metadata signals in the decision map.
Agents
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare all 6Compare API pricing across 4 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| SiliconFlow | $0.180 | $0.180 | Serverless |
| Fireworks AI | $0.900 | $0.900 | Serverless |
| Cloudflare Workers AI | $0.660 | $1.00 | Serverless |
| OpenRouter | $0.660 | $1.00 | Serverless |
Capabilities
Benchmark peer barsfor Coding
Benchmark scores(5)
| Benchmark | Score | Version | Source |
|---|---|---|---|
| HumanEval | 92.7 | 2024-11 | https://qwenlm.github.io/blog/qwen2.5-coder-family/ |
| Aider Polyglot | 16.4 | 2026-04 | https://aider.chat/docs/leaderboards |
| BigCodeBench | 49.0 | 2025-01 (Instruct Pass@1) | https://bigcode-bench.github.io/results.json |
| HumanEval+ | 87.2 | — | https://evalplus.github.io/leaderboard.html |
| Mostly Basic Programming Problems+ | 79.4 | — | https://evalplus.github.io/leaderboard.html |
Migration checks
No linked migration route is available for this model yet.