DeepSeek: DeepSeek V3.2: AI model
DeepSeek V3.2 is a language model with a sparse-attention mechanism (DSA) that combines high compute efficiency with strong reasoning and tool use over long contexts, via Hormouz.
- Context window:
- 163,840 tokens
- Input:
- $0.26/1M tokens
- Output:
- $0.8/1M tokens
- Type:
- text
- Tools
- Streaming
- Long context
Thinking levels:
DeepSeek V3.2 is designed to harmonize high compute efficiency with strong reasoning and agentic tool use. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse-attention mechanism that lowers training and inference cost while preserving quality in long-context scenarios.
A scalable reinforcement-learning post-training framework further strengthens the model’s reasoning, and V3.2 uses an agentic task-synthesis pipeline to better integrate reasoning with tool use. The reasoning behaviour can be controlled with the reasoning parameter, and its context window runs up to about 128K tokens.
Pricing is usage-based: $3.00/M in · $4.50/M out. Hormouz provides stable access to the model from inside Iran, with no foreign credit card or circumvention tooling required.
DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...
Quickstart
curl https://api.hormouz.net/v1/chat/completions \
-H "Authorization: Bearer ng-YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "deepseek/deepseek-v3.2",
"messages": [{"role": "user", "content": "Hello!"}]
}'Specs
| Vendor | DeepSeek |
|---|---|
| Type | Text |
| Context window | 163,840 tokens |
| Pricing | $0.26/M in · $0.80/M out |
| API | Chat Completions |
| Capabilities | Streaming · Tools |
Benchmarks
Reasoning
Coding
Agentic
Source: Artificial Analysis
Design Arena
How Design Arena works ↗Metrics sourced from Design Arena
Code example
curl https://api.hormouz.net/v1/chat/completions \
-H "Authorization: Bearer ng-YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "deepseek/deepseek-v3.2",
"messages": [{"role": "user", "content": "Hello!"}]
}'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="deepseek/deepseek-v3.2",
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)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: "deepseek/deepseek-v3.2",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);Buy the DeepSeek: DeepSeek V3.2 API, paid in rial
- Buy credit with an Iranian bank card; no foreign card or account needed.
- One Hormouz key reaches DeepSeek: DeepSeek V3.2 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.
Use via Hormouz
Connect to this model and 600+ others with one API key, then see usage down to each request.
Request company accessFAQ
- How much does this model cost?
- Billing is usage-based: $3.00 per million input tokens and $4.50 per million output tokens. There is no fixed monthly fee. You pay only for what you use.
- What is the sparse-attention (DSA) mechanism in DeepSeek V3.2?
- DSA is a fine-grained sparse-attention mechanism that lowers training and inference cost while preserving quality over long contexts, improving efficiency on long-context tasks.
- What is DeepSeek V3.2 good for?
- Reasoning, tool use and agentic applications, especially scenarios where efficiency and long context matter.
- How do I access this model 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 this model compatible with OpenAI code?
- Yes. Hormouz exposes an OpenAI-compatible API. Just change the base URL to Hormouz and swap in your Hormouz key, and your existing SDKs run without a rewrite.
Updated 2026-10-13