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
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
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 an open-source 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 |
Available via routers & gateways(2)
OpenRouter
HybridUnified hybrid gateway to 400+ models from 60+ providers via a single OpenAI-compatible API, with optional auto-routing that selects the best model per prompt.
NVIDIA LLM Router Blueprint
RouterNVIDIA's open-source AI blueprint for LLM routing that selects the optimal model per prompt via intent classification or neural auto-routing; being deprecated 2026-06-20.
Capabilities
Benchmark peer barsfor Coding
Benchmark scores(5)
| Benchmark | Score | Version | Evaluation | Source |
|---|---|---|---|---|
| HumanEval | 92.7 | 2024-11Observed 2026-04-09 | — | Source |
| Aider Polyglot | 16.4 | 2026-04Observed 2026-04-14 | — | Source |
| BigCodeBench | 49.0 | 2025-01 (Instruct Pass@1)Observed 2026-04-14 | — | Source |
| HumanEval+ | 87.2 | —Observed 2026-05-28 | — | Source |
| Mostly Basic Programming Problems+ | 79.4 | —Observed 2026-05-28 | — | Source |
Migration checks
No linked migration route is available for this model yet.
Frequently asked questions
What is the context window of Qwen2.5-Coder-32B-Instruct?
Qwen2.5-Coder-32B-Instruct has a context window of 128k tokens.
How much does Qwen2.5-Coder-32B-Instruct cost?
Qwen2.5-Coder-32B-Instruct pricing ranges from $0.18/1M to $0.9/1M input tokens depending on the provider.
When was Qwen2.5-Coder-32B-Instruct released?
Qwen2.5-Coder-32B-Instruct was released on 2024-11-12.
Which providers offer Qwen2.5-Coder-32B-Instruct?
Qwen2.5-Coder-32B-Instruct is available from 6 providers: Cloudflare Workers AI, OpenRouter, Fireworks AI, NVIDIA NIM, Arcee AI, SiliconFlow.
What benchmarks has Qwen2.5-Coder-32B-Instruct been tested on?
Qwen2.5-Coder-32B-Instruct has been evaluated on 5 benchmarks, including HumanEval, Aider Polyglot, BigCodeBench, HumanEval+, Mostly Basic Programming Problems+.
Cheapest of 6 routes · SiliconFlow