DeepSeek V3.2 is DeepSeek's language model with a 164K context window and up to 66K output tokens, available from 13 providers, starting at $0.269 / 1M input and $0.4 / 1M output. DeepSeek's V3.2 MoE LLM featuring implicit caching support and improved tool-use capabilities over the V3.1 generation.
Specifications
Canonical IDdeepseek-v3-2
TypeLanguage
StatusActive
CreatorDeepSeekDeepSeek
Providers
Context Window164K tokens
Max Output66K tokens
Input ModalitiesImagePDFText
Output ModalitiesText
Reasoning Effortsdefault
Parameters685B
HuggingFace Likes1,413
HuggingFace Downloads (30d)10,366,446
HuggingFace Downloads (all-time)11,229,842
Release Date · 8 months ago
Benchmarks
Intelligence Index
24.7
#135
Math Index
59.0
#111
MMLU-Pro
0.8
#44
GPQA
0.8
#164
HLE
0.1
#149
LiveCodeBench
0.6
#108
IFBench
0.5
#163
Time to First Token
SciCode
0.4
#130
AIME 2025
0.6
#111
LCR
0.4
#195
TerminalBench Hard
0.3
#78
TAU2
0.8
#119
Output TPS
0.0
#341

Capabilities

Input3/5
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
ProviderStandardBatchFlexPriority
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Cache Write
$ / 1M
Input
$ / 1M
Output
$ / 1M
Input
$ / 1M
Output
$ / 1M
Input
$ / 1M
Output
$ / 1M
Alibaba Qwen logo
Alibaba Qwen
deepseek-v3.2
$0.57$1.71N/AN/A$0.285$0.855
Amazon Bedrock logo
Amazon Bedrock
deepseek.v3.2
$0.62$1.85N/AN/A$0.31$0.925$0.31$0.925$1.08$3.24
Azure AI Foundry logo
Azure AI Foundry
azure_ai/deepseek-v3.2
$0.58$1.68N/AN/A
DeepSeek logo
DeepSeek
deepseek/deepseek-v3.2
$0.28$0.4N/AN/A
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/deepseek-v3p2
$0.56$1.68N/AN/A
GMI Cloud logo
GMI Cloud
gmi/deepseek-ai/DeepSeek-V3.2
$0.28$0.4N/AN/A
Google Gemini logo
Google Gemini
deepseek-v3-2
$0.56$1.68N/A$0.056
Google Vertex AI logo
Google Vertex AI
deepseek-v3-2
$0.56$1.68N/A$0.056$0.28$0.84
Hugging Face logo
Hugging Face
novita:deepseek/deepseek-v3.2
$0.269$0.4N/AN/A
Novita logo
Novita
novita/deepseek/deepseek-v3.2
$0.269$0.4$0.135N/A
OpenRouter logo
OpenRouter
deepseek/deepseek-v3.2
$0.269$0.4$0.135N/A
SambaNova logo
SambaNova
sambanova/DeepSeek-V3.2
$3.00$4.50N/AN/A
Vercel AI Gateway logo
Vercel AI Gateway
deepseek/deepseek-v3.2
$0.28$0.42$0.028N/A

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host DeepSeek V3.2, 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/hrus-east-1

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
DeepSeek V3.2164K$0.269$0.400Current
DeepSeek V3.2 Speciale164K$0.580$1.68Available
DeepSeek V3.2 Thinking128K$0.620$1.85Available
DeepSeek V3.2 Exp164K$0.270$0.410Available
DeepSeek V3.2 Exp ReasoningAvailable
DeepSeek V3.2 ExpAvailable
DeepSeek V3.1 Terminus164K$0.270$1.00Available
DeepSeek V3.1164K$0.250$0.950Deprecated
DeepSeek V3.1 671B164KAvailable
DeepSeek V3164K$0.200$0.200Available
DeepSeek V3 324164K$0.200$0.400Deprecated

Model IDs

accounts/fireworks/models/deepseek-v3p2
azure_ai/deepseek-v3.2
bedrock/ap-northeast-1/deepseek.v3.2
bedrock/ap-south-1/deepseek.v3.2
bedrock/ap-southeast-3/deepseek.v3.2
bedrock/eu-north-1/deepseek.v3.2
bedrock/sa-east-1/deepseek.v3.2
bedrock/us-east-1/deepseek.v3.2
bedrock/us-east-2/deepseek.v3.2
bedrock/us-west-2/deepseek.v3.2
deepseek-ai/DeepSeek-V3.2
deepseek-llm-deepseek-v3-2
deepseek-v3-2
deepseek-v3-2-251201
deepseek-v3-2-reasoning
deepseek-v3.2
deepseek-v3.2-maas
deepseek-v3.2685
deepseek.v3.2
deepseek/deepseek-v3.2
eu.deepseek.v3.2
fireworks_ai/accounts/fireworks/models/deepseek-v3p2
gmi/deepseek-ai/DeepSeek-V3.2
novita/deepseek/deepseek-v3.2
openrouter/deepseek/deepseek-v3.2
publishers/google/models/deepseek-v3.2-maas
sambanova/DeepSeek-V3.2
us.deepseek.v3.2
vertex_ai/deepseek-ai/deepseek-v3.2-maas