What is Qwen2.5 Coder 32B Instruct and what is it good for?

Qwen2.5 Coder 32B Instruct is a Qwen code-focused language model. It is tuned for agentic coding, tool use and long-context software tasks.

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

The model supports up to 128K tokens of context, which suits long documents and multi-turn conversations.

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

Pricing is usage-based: $0.66 per million input tokens and $1 per million output tokens. There is no fixed monthly fee. You pay only for what you use.

How do I access Qwen2.5 Coder 32B Instruct from inside Iran?

Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card required.

Is Qwen2.5 Coder 32B Instruct compatible with OpenAI code?

Yes. Hormouz exposes an OpenAI-compatible API. Just change the base URL to Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.

Qwen2.5 Coder 32B Instruct: AI model

Qwen2.5 Coder 32B Instruct is a Qwen code-focused language model, built for agentic coding and tool use with a 128K-token context. Reachable from inside Iran through Hormouz.

Context window:: 32,768 tokens
Input:: $0.66/1M tokens
Output:: $1/1M tokens
Type:: text

Streaming

Qwen2.5 Coder 32B Instruct is a code-focused language model from Alibaba's Qwen series, with a context window of up to 128K tokens; it is strong at code generation, repository-scale reasoning and tool use. It runs in an instruct (non-thinking) mode tuned for fast, stable, instruction-following answers rather than visible chain-of-thought.

Through Hormouz the model is served behind an OpenAI-compatible API. Point your base URL at Hormouz, drop in a Hormouz key, and existing OpenAI SDK code runs unchanged. Pricing is usage-based: $0.66 per million input tokens and $1 per million output tokens.

Hormouz provides stable access to the model from inside Iran, with no foreign credit card or circumvention tooling required.

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...

Quickstart

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen/qwen-2.5-coder-32b-instruct",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Specs

Vendor	Qwen
Type	Text
Context window	32,768 tokens
Pricing	$0.66/M in · $1.00/M out
API	Chat Completions
Capabilities	Streaming

Benchmarks

Reasoning

GPQA Diamond

Graduate-level scientific reasoning

41.7%

HLE

Humanity's Last Exam

3.5%

Source: Artificial Analysis

Code example

cURL

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen/qwen-2.5-coder-32b-instruct",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Python

from openai import OpenAI
client = OpenAI(api_key="ng-YOUR_API_KEY", base_url="https://api.hormouz.net/v1")
response = client.chat.completions.create(
    model="qwen/qwen-2.5-coder-32b-instruct",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)

JavaScript

import OpenAI from "openai";
const client = new OpenAI({ apiKey: "ng-YOUR_API_KEY", baseURL: "https://api.hormouz.net/v1" });
const response = await client.chat.completions.create({
  model: "qwen/qwen-2.5-coder-32b-instruct",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Buy the Qwen2.5 Coder 32B Instruct API, paid in rial

Buy credit with an Iranian bank card; no foreign card or account needed.
One Hormouz key reaches Qwen2.5 Coder 32B Instruct and 600+ other models, and you pay only for what you use.
No VPN and no risk of a banned account; just change the base URL to api.hormouz.net/v1.

Create an account

Use via Hormouz

Connect to this model and 600+ others with one API key, then see usage down to each request.

Request company access

FAQ

What is Qwen2.5 Coder 32B Instruct and what is it good for?: Qwen2.5 Coder 32B Instruct is a Qwen code-focused language model. It is tuned for agentic coding, tool use and long-context software tasks.
What is the context window of Qwen2.5 Coder 32B Instruct?: The model supports up to 128K tokens of context, which suits long documents and multi-turn conversations.
How much does Qwen2.5 Coder 32B Instruct cost?: Pricing is usage-based: $0.66 per million input tokens and $1 per million output tokens. There is no fixed monthly fee. You pay only for what you use.
How do I access Qwen2.5 Coder 32B Instruct from inside Iran?: Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card required.
Is Qwen2.5 Coder 32B Instruct compatible with OpenAI code?: Yes. Hormouz exposes an OpenAI-compatible API. Just change the base URL to Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.

Updated 2026-10-13