Qwen2.5 Coder 32B Instruct

Qwen2.5 Coder 32B Instruct

qwen · Released Nov 11, 2024 Professional
Intelligence #9 / 571
82.0 Our Score
AA Index #264 / 374
12.9 Artificial Analysis
Input #403 / 571
$0.660 per 1M tokens
Output #317 / 571
$1.00 per 1M tokens
Context #326 / 571
128,000 tokens

Analysis Summary

Qwen2.5 Coder 32B Instruct is a coding-focused model from Alibaba's Qwen team, released in late 2024. It posts a modest intelligence index but shows reasonable livecodebench and scicode scores for a model at this price point, making it a viable option for teams that need a cost-effective coding assistant rather than a frontier reasoner.

For business use, it suits code completion, review, and generation tasks where a dedicated coding model is preferred over a general-purpose one. The absence of tool use, function calling, and vision limits its applicability in agentic or multimodal workflows, and the 128K context is adequate but not exceptional.

At $0.66 input and $1.00 output per million tokens, pricing is competitive for a coding specialist. Teams with straightforward code-generation needs on a budget may find it useful, but businesses requiring broader capability should look to more capable alternatives.

Assessed June 6, 2026

Editorial notes

Qwen2.5 Coder 32B is a specialist coding model with reasonable benchmark performance for its size, but its intelligence index is limited and it lacks tool use or vision support, narrowing its business utility.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence2.4Technical0Value7.3Content0
Intelligence 2.4/10
Technical 0/10
Content 0/10
Value 7.3/10

How Qwen2.5 Coder 32B Instruct compares

Qwen2.5 Coder 32B Instruct ranks #264 of 374 AI models we track for overall intelligence. Its 128K-token context window is larger than 43% of the models we list. At $0.66 per million input tokens it is cheaper than 29% of comparable models.

About Qwen2.5 Coder 32B Instruct

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in **code generation**, **code reasoning**..

32B Parameters

Architecture Detail

Instruct Typechatml

Performance Indices

Source: Artificial Analysis

12.9 Intelligence Index

Benchmark Scores

Intelligence

GPQA Diamond 41.7% Graduate-level scientific reasoning
HLE 3.8% Humanity's Last Exam
MMLU Pro 63.5% Multi-task language understanding
MATH 500 76.7% Mathematical problem-solving
AIME 12% Competition mathematics
SciCode 27.1% Scientific computing

Technical

LiveCodeBench 29.5% Live coding evaluation

Benchmark data from Artificial Analysis and Hugging Face

How does Qwen2.5 Coder 32B Instruct stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID qwen/qwen-2.5-coder-32b-instruct
Providerqwen
Release Date November 11, 2024
Context Length128,000 tokens
Max Completion32,768 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.66 $0.000660
Output $1.00 $0.001000

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

353ms
Best Latency (TTFT)
22.5 tok/s
Best Throughput
0/1
Active Endpoints
Available via: Cloudflare

Leaderboard Categories

Frequently asked questions about Qwen2.5 Coder 32B Instruct

How much does Qwen2.5 Coder 32B Instruct cost?

Qwen2.5 Coder 32B Instruct costs $0.66 per million input tokens and $1.00 per million output tokens.

What is the context window of Qwen2.5 Coder 32B Instruct?

Qwen2.5 Coder 32B Instruct has a context window of 128,000 tokens (128K).

Who created Qwen2.5 Coder 32B Instruct?

Qwen2.5 Coder 32B Instruct is developed by Qwen and was released on November 11, 2024.