Qwen: Qwen2.5 Coder 7B Instruct
Analysis Summary
Qwen2.5 Coder 7B Instruct is a small, specialised coding model from Alibaba's Qwen team, priced at $0.03 input and $0.09 output per million tokens, making it one of the cheapest options in the field. Its intelligence index of 10 and livecodebench of 0.126 place it well below mid-tier models, and the 32K context window limits its use on larger codebases.
For business use, it is best treated as a lightweight code completion or simple generation tool rather than a reasoning or agentic model. It lacks tool use and function calling, which further limits its utility in automated pipelines. Teams needing serious coding assistance should look to models with coding indices above 30.
The pricing is its primary advantage. For high-volume, low-complexity code generation tasks where cost is the dominant constraint, it offers a functional baseline. However, the -4 point regional accessibility adjustment applies given the provider's limited enterprise adoption, and the overall capability ceiling is low.
Assessed June 6, 2026
Editorial notes
Qwen2.5 Coder 7B Instruct is an ultra-cheap small coding model from Qwen with limited benchmark performance, suited only to lightweight code assistance tasks at minimal cost.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
Performance Profile
How Qwen: Qwen2.5 Coder 7B Instruct compares
Qwen: Qwen2.5 Coder 7B Instruct ranks #315 of 377 AI models we track for overall intelligence. Its 33K-token context window is larger than 32% of the models we list. At $0.03 per million input tokens it is cheaper than 76% of comparable models.
About Qwen: Qwen2.5 Coder 7B Instruct
Qwen2.5-Coder-7B-Instruct is a 7B parameter instruction-tuned language model optimized for code-related tasks such as code generation, reasoning, and bug fixing. Based on the Qwen2.5 architecture, it incorporates enhancements like RoPE,..
Benchmark Scores
Intelligence
Technical
Benchmark data from Artificial Analysis and Hugging Face
How does Qwen: Qwen2.5 Coder 7B Instruct stack up?
Compare side-by-side with other professional models.
Model Information
| OpenRouter ID |
qwen/qwen2.5-coder-7b-instruct
|
| Provider | qwen |
| Release Date | April 15, 2025 |
| Context Length | 32,768 tokens |
| Status | Active |
Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.03 | $0.000030 |
| Output | $0.09 | $0.000090 |
External Resources
Frequently asked questions about Qwen: Qwen2.5 Coder 7B Instruct
How much does Qwen: Qwen2.5 Coder 7B Instruct cost?
Qwen: Qwen2.5 Coder 7B Instruct costs $0.03 per million input tokens and $0.09 per million output tokens.
What is the context window of Qwen: Qwen2.5 Coder 7B Instruct?
Qwen: Qwen2.5 Coder 7B Instruct has a context window of 32,768 tokens (33K).
Who created Qwen: Qwen2.5 Coder 7B Instruct?
Qwen: Qwen2.5 Coder 7B Instruct is developed by Qwen and was released on April 15, 2025.
