DeepSeek V3.2 Exp overview
DeepSeek V3.2 Exp specs
- Model ID
deepseek/deepseek-thinking-v3.2-exp- Developer
- DeepSeek
- Context window
- 128,000 tokens
- Max output
- 64,000 tokens
- Input
- Text
- Output
- Text
- API
- OpenAI-compatible, base URL
https://api.aimlapi.com/v1
What is DeepSeek V3.2 Exp API?
DeepSeek-V3.2-Exp is an experimental variant of DeepSeek-V3.2 with extended context and non-thinking mode for fast responses.
Where to Use DeepSeek V3.2 Exp
Coding and code review
Generate, debug, and review code across languages, reading whole files or repos in a single prompt.
Use cases
Long-context training and inference efficiency is a documented fit for DeepSeek V3.2 Exp, because it introduces DeepSeek Sparse Attention to improve efficiency in long-context scenarios. It is also suited to tool-use workflows, including thinking and non-thinking modes with tool calling.
It is documented for agentic workflows, including research assistants and search agents, with support for structured tool calling. It is also suited to coding and software engineering tasks, including code agents and debugging across large codebases or multi-file projects.
Capabilities
- Streaming
- Structured outputs
- Function calling
DeepSeek V3.2 Exp benchmarks by
Artificial Analysis
See how DeepSeek V3.2 Exp scores on independent evaluations. Data retrieved Nov 3, 2026.
Benchmark results
Compare 15 models available on AI/ML API across 5 independent benchmarks.
Humanity's Last Exam
Expert-written questions across academic subjects.
GPQA Diamond
Graduate-level science questions written to resist web search.
AA-LCR
Reasoning across long documents of about 100k tokens.
IFBench
Following precise instructions about the shape of the answer.
τ²-Bench Telecom
Customer support agent tasks with tool calls.
DeepSeek V3.2 Exp API pricing
| Usage | Price | Unit |
|---|---|---|
| Input | $0.2857 | 1M tokens |
| Output | $0.4338 | 1M tokens |
| Cached input | $0.2857 | 1M tokens |
Prices from the AI/ML API price list, checked on Nov 4, 2026.
DeepSeek V3.2 Exp vs other models: token prices
AI/ML API input and output rates for 5 models, per million tokens.
| Model | Input | Output |
|---|---|---|
| $0.2857 | $0.4338 | |
| $0.3 | $1.2 | |
| $0.3 | $1.2 | |
| $0.44 | $1.32 | |
| $0.39 | $1.56 |
How to use the DeepSeek V3.2 Exp API
View docsBuild with your agent
Give your agent the model details, code and documentation.
1Get your API key
Create API keyexport AIMLAPI_KEY="8f2b4c7d9a1e6b3f…"2Make your first request
curl 'https://api.aimlapi.com/v1/chat/completions' \
-H "Authorization: Bearer $AIMLAPI_KEY" \
-H 'Content-Type: application/json' \
-d '{
"model": "deepseek/deepseek-thinking-v3.2-exp",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}'import os
import requests
headers = {
"Authorization": f"Bearer {os.environ['AIMLAPI_KEY']}",
"Content-Type": "application/json",
}
payload = {
"model": "deepseek/deepseek-thinking-v3.2-exp",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}
response = requests.post("https://api.aimlapi.com/v1/chat/completions", headers=headers, json=payload, timeout=120)
response.raise_for_status()
print(response.json())const response = await fetch("https://api.aimlapi.com/v1/chat/completions", {
method: "POST",
headers: {
Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
"model": "deepseek/deepseek-thinking-v3.2-exp",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}),
});
if (!response.ok) throw new Error(`HTTP ${response.status}`);
console.log(await response.json());DeepSeek V3.2 Exp FAQ
What is the context window of DeepSeek V3.2 Exp?
DeepSeek V3.2 Exp has a 128,000 tokens context window and can return up to 64,000 tokens.
What inputs and outputs does DeepSeek V3.2 Exp support?
DeepSeek V3.2 Exp takes text as input and returns text.
What is the model ID for DeepSeek V3.2 Exp?
Use deepseek/deepseek-thinking-v3.2-exp as the model id. Requests go to https://api.aimlapi.com/v1/chat/completions.
How much does DeepSeek V3.2 Exp cost?
DeepSeek V3.2 Exp costs $0.2857 input and $0.4338 output per 1M tokens on AI/ML API, billed as you go with no subscription.
Does DeepSeek V3.2 Exp support streaming?
Yes, DeepSeek V3.2 Exp can stream responses as they are generated.
Who created DeepSeek V3.2 Exp?
DeepSeek V3.2 Exp was built by DeepSeek.