DeepSeek V3 is DeepSeek's language model with a 164K context window and up to 82K output tokens, available from 12 providers, starting at $0.2 / 1M input and $0.2 / 1M output. DeepSeek's third-generation MoE LLM with 671B total parameters (37B activated per token), excelling at coding, reasoning, and tool use.
Specifications
Canonical IDdeepseek-v3
TypeLanguage
StatusActive
CreatorDeepSeekDeepSeek
Providers
Context Window164K tokens
Max Output82K tokens
Input ModalitiesImageText
Output ModalitiesText
Reasoning Effortsdefault
Parameters685B
HuggingFace Likes4,056
HuggingFace Downloads (30d)882,009
HuggingFace Downloads (all-time)15,156,328
Release Date · 2 years ago
Knowledge Cutoff · 2 years ago
Benchmarks
Intelligence Index
14.2
#238
Coding Index
23.0
#88
Math Index
26.0
#187
MMLU-Pro
0.8
#160
GPQA
0.6
#306
HLE
0.0
#444
LiveCodeBench
0.4
#182
AIME
0.3
#83
IFBench
0.3
#289
Time to First Token
SciCode
0.4
#188
MATH-500
0.9
#70
AIME 2025
0.3
#187
LCR
0.3
#230
TerminalBench Hard
0.1
#232
TAU2
0.2
#287
Output TPS
0.0
#336

Capabilities

Input2/5
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
Input
$ / 1M
Output
$ / 1M
Input
$ / 1M
Output
$ / 1M
Input
$ / 1M
Output
$ / 1M
Alibaba Qwen logo
Alibaba Qwen
deepseek-v3
$0.287$1.15N/A$0.143$0.574
Amazon Bedrock logo
Amazon Bedrock
deepseek.v3-v1:0
$0.58$1.68N/A$0.29$0.84$0.29$0.84$1.01$2.94
Azure AI Foundry logo
Azure AI Foundry
azure_ai/deepseek-v3
$1.14$4.56N/A
DeepInfra logo
DeepInfra
deepinfra/deepseek-ai/DeepSeek-V3
$0.38$0.89N/A
DeepSeek logo
DeepSeek
deepseek-chat
$0.28$0.42$0.028
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/deepseek-v3
$0.9$0.9N/A
Hyperbolic logo
Hyperbolic
hyperbolic/deepseek-ai/DeepSeek-V3
$0.2$0.2N/A
Nebius logo
Nebius
nebius/deepseek-ai/DeepSeek-V3
$0.5$1.50N/A
OpenRouter logo
OpenRouter
deepseek/deepseek-chat
$0.2$0.8N/A
Replicate logo
Replicate
replicate/deepseek-ai/deepseek-v3
$1.45$1.45N/A
Together AI logo
Together AI
together_ai/deepseek-ai/DeepSeek-V3
$1.25$1.25N/A
Vercel AI Gateway logo
Vercel AI Gateway
deepseek/deepseek-v3
$0.27$1.12$0.135

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host DeepSeek V3, ranked by cheapest on-demand price. The model needs about 1643 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$0.400Available
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$0.200Current
DeepSeek V3 324164K$0.200$0.400Deprecated

Model IDs

accounts/fireworks/models/deepseek-v3
azure_ai/deepseek-v3
deepinfra/deepseek-ai/DeepSeek-V3
deepseek-ai/DeepSeek-V3
deepseek-chat
deepseek-v3
deepseek.v3-v1:0
deepseek/deepseek_v3
deepseek/deepseek-chat
deepseek/deepseek-v3
fireworks_ai/accounts/fireworks/models/deepseek-v3
hyperbolic/deepseek-ai/DeepSeek-V3
nebius/deepseek-ai/DeepSeek-V3
openrouter/deepseek/deepseek-chat
replicate/deepseek-ai/deepseek-v3
together_ai/deepseek-ai/DeepSeek-V3
vercel_ai_gateway/deepseek/deepseek-v3