Qwen2.5-Coder-7B-Instruct
Qwen2.5-Coder-7B-Instruct is worth evaluating for coding, rag, and long context when its provider route and context window match the workload.
Use it for
- Teams evaluating coding, rag, and long context
- Workloads that can use a 128k context window
- Buyers comparing 3 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Family
- Qwen2.5-Coder
- Released
- 2024-09-19
- Context
- 128k
- Parameters
- 7.61B
- 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 3 routes · Fireworks AI
About
Instruction-optimized 7B coder matching GPT-4o on code generation and excelling in infilling and cross-file reasoning tasks.
Qwen2.5-Coder-7B-Instruct is an open-source model in the Qwen2.5-Coder family. The structured metadata tracks a 128k-token context window and structured outputs. This page tracks provider routes through OpenRouter, Fireworks AI, and NVIDIA NIM, with the cheapest tracked route listed at $0.2 input and $0.2 output per 1M tokens. No headline benchmark score is tracked for Qwen2.5-Coder-7B-Instruct yet.
Top use-case fit: coding, agents, and build tasks
Coding
Included by capability and metadata signals in the decision map.
RAG
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare all 3Compare API pricing across 3 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Fireworks AI | $0.200 | $0.200 | Serverless |
| NVIDIA NIM | - | - | ServerlessPartial |
| OpenRouter | - | - | ServerlessPartial |
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
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Compare Qwen2.5-Coder-7B-Instruct with other models
Comparison and alternatives
Browse all comparisons →Frequently asked questions
What is the context window of Qwen2.5-Coder-7B-Instruct?
Qwen2.5-Coder-7B-Instruct has a context window of 128k tokens.
How much does Qwen2.5-Coder-7B-Instruct cost?
Qwen2.5-Coder-7B-Instruct is available at $0.2/1M input tokens through Fireworks AI.
When was Qwen2.5-Coder-7B-Instruct released?
Qwen2.5-Coder-7B-Instruct was released on 2024-09-19.
Which providers offer Qwen2.5-Coder-7B-Instruct?
Qwen2.5-Coder-7B-Instruct is available from 3 providers: OpenRouter, Fireworks AI, NVIDIA NIM.
Cheapest of 3 routes · Fireworks AI