DeepSeek: DeepSeek V3.2 Exp: AI model
DeepSeek V3.2 Exp is an experimental, intermediate step between V3.1 and future architectures, introducing sparse attention (DSA) for greater efficiency over long contexts, via Hormouz.
- Context window:
- 163,840 tokens
- Input:
- $0.27/1M tokens
- Output:
- $0.41/1M tokens
- Type:
- text
- Tools
- Streaming
- Long context
Thinking levels:
DeepSeek V3.2 Exp is an experimental language model released as an intermediate step between DeepSeek V3.1 and future architectures. It introduces DeepSeek Sparse Attention (DSA), designed to improve training and inference efficiency in long-context scenarios while preserving output quality.
The model was trained under conditions aligned with V3.1 Terminus to enable a direct comparison; benchmarking shows performance roughly on par with V3.1 across reasoning, coding and tool use. The release focuses on validating architectural optimizations for extended context lengths rather than raising raw accuracy, which makes it primarily a research-oriented model. The reasoning behaviour can be controlled with the reasoning parameter.
Pricing is usage-based: $0.27/M in · $0.41/M out. Hormouz provides stable access to the model from inside Iran, with no foreign credit card or circumvention tooling required.
DeepSeek-V3.2-Exp is an experimental large language model released by DeepSeek as an intermediate step between V3.1 and future architectures. 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-exp",
"messages": [{"role": "user", "content": "Hello!"}]
}'Specs
| Vendor | DeepSeek |
|---|---|
| Type | Text |
| Context window | 163,840 tokens |
| Pricing | $0.27/M in · $0.41/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-exp",
"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-exp",
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-exp",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);Buy the DeepSeek: DeepSeek V3.2 Exp 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 Exp 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: $0.27 per million input tokens and $0.41 per million output tokens. There is no fixed monthly fee. You pay only for what you use.
- Is DeepSeek V3.2 Exp an experimental model?
- Yes. It is released as an intermediate step between V3.1 and future architectures, focused on validating architectural optimizations (such as sparse attention) for long contexts.
- How does DeepSeek V3.2 Exp perform?
- Benchmarking shows performance roughly on par with DeepSeek V3.1 across reasoning, coding and tool use, with minor differences by domain.
- 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