DeepSeek V3.2 Speciale is DeepSeek's language model with a 164K context window, starting at $0.58 / 1M input and $1.68 / 1M output. A high-compute variant of DeepSeek V3.2 optimized for maximum reasoning and agentic performance using DeepSeek Sparse Attention for long-context tasks.
Specifications
Canonical IDdeepseek-v3-2-speciale
TypeLanguage
StatusActive
CreatorDeepSeekDeepSeek
Providers
Context Window164K tokens
Input ModalitiesText
Output ModalitiesText
Reasoning Effortsdefault
Parameters685B
HuggingFace Likes703
HuggingFace Downloads (30d)12,474
HuggingFace Downloads (all-time)252,919
Release Date · 11 months ago
Benchmarks
Intelligence Index
#232
Math Index
#5
MMLU-Pro
#20
GPQA
#74
HLE
#97
LiveCodeBench
#4
IFBench
#104
Time to First Token
#122
SciCode
#111
AIME 2025
#5
LCR
#146
TerminalBench Hard
#70
TAU2
#405
Output TPS
#366

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities6/13
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
Azure AI Foundry logo
Azure AI Foundry
azure_ai/deepseek-v3.2-speciale
$0.58$1.68

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host DeepSeek V3.2 Speciale, 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

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
DeepSeek V3.2 Speciale164K$0.580$1.68Current
DeepSeek V3.2164K$0.259$0.380Deprecated
DeepSeek V3.2 Thinking128K$0.620$1.85Available
DeepSeek V3.2 Exp164K$0.270$0.410Deprecated
DeepSeek V3.2 Exp Reasoning————Available
DeepSeek V3.2 Exp————Available
DeepSeek V3.1 Terminus164K$0.270$1.00Deprecated
DeepSeek V3.1164K$0.250$0.950Deprecated
DeepSeek V3.1 671B—164K——Available
DeepSeek V3164K$0.200$0.200Deprecated
DeepSeek V3 324—164K$0.200$0.400Deprecated

Model IDs

azure_ai/deepseek-v3.2-speciale
deepseek-v3-2-speciale
deepseek/deepseek-v3.2-speciale