DeepSeek V3.2 Exp is DeepSeek's language model with a 164K context window and up to 147K output tokens, available from 2 providers, starting at $0.27 / 1M input and $0.41 / 1M output. An experimental DeepSeek V3.2 variant introducing the DeepSeek Sparse Attention mechanism for enhanced long-context processing efficiency.
Specifications
Canonical IDdeepseek-v3-2-exp
TypeLanguage
StatusDeprecated
CreatorDeepSeekDeepSeek
Providers
Context Window164K tokens
Max Output147K tokens
Input ModalitiesText
Output ModalitiesText
Reasoning Effortsdefault
Parameters685B
HuggingFace Likes988
HuggingFace Downloads (30d)218,917
HuggingFace Downloads (all-time)636,879
Release Date · 1 year ago
Knowledge Cutoff · 1 year ago
Deprecation Date

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities7/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling✓
Structured Outputs✓
Native JSON Schema✓
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill✓

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Novita logo
Novita
novita/deepseek/deepseek-v3.2-exp
$0.27$0.41
OpenRouter logo
OpenRouter
deepseek/deepseek-v3.2-exp
$0.27$0.41

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host DeepSeek V3.2 Exp, ranked by cheapest on-demand price. The model needs about 1645 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
p6-b300.48xlargeAWS8× B3002149 GB$142.42/hr

Other Models

ModelTierReleasedContextInput / 1MOutput / 1M
DeepSeek V3.2—164K$0.259$0.380
DeepSeek V3.2 Speciale—164K$0.580$1.68
DeepSeek V3.2 Thinking—128K$0.620$1.85
DeepSeek V3.2 Exp Reasoning—————
DeepSeek V3.2 Exp—————
DeepSeek V3.1 TerminusTerminus164K$0.270$1.00
DeepSeek V3.1—164K$0.250$0.950
DeepSeek V3.1 671B——164K——
DeepSeek V3—164K$0.200$0.200
DeepSeek V3 324——164K$0.200$0.400

Model IDs

deepseek-v3-2-exp
deepseek-v3.2-exp
deepseek-v3.2-exp685
deepseek/deepseek-v3.2-exp
novita/deepseek/deepseek-v3.2-exp
openrouter/deepseek/deepseek-v3.2-exp