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.

Modalities
TextText
In / Out price
$0.2857/$0.4338per 1M
Context window
125K tokens
Released
Oct 3, 2025

DeepSeek V3.2 Exp overview

The pelican test: one prompt, every text model, unedited SVG output from Nov 3, 2026.

SVG of a pelican riding a bicycle, written by DeepSeek V3.2 Exp through AI/ML API

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.

DeepSeek V3.2 Exp API pricing

DeepSeek V3.2 Exp pricing in US dollars
UsagePriceUnit
Input$0.28571M tokens
Output$0.43381M tokens
Cached input$0.28571M 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.

AI/ML API model prices in USD per million tokens
ModelInputOutput
DeepSeek V3.2 Exp$0.2857$0.4338
DeepSeek Chat (V4.1 Flash)$0.3$1.2
DeepSeek V4.1 Flash$0.3$1.2
DeepSeek V4 Flash Vision Exp$0.44$1.32
DeepSeek V4.1 Flash 1017$0.39$1.56

How to use the DeepSeek V3.2 Exp API

View docs

Build with your agent

Give your agent the model details, code and documentation.

1Get your API key

Create API key
export 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."
    }
  ]
}'

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.

Start building with DeepSeek V3.2 Exp

DeepSeek V3.2 Exp API

deepseek/deepseek-thinking-v3.2-exp

Build with your agent

Give your agent the model details, code and documentation.

1Get your API key

Create API key
export 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."
    }
  ]
}'