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DeepSeek V3 0324

DeepSeekDeepSeekOpen WeightMIT + Model License (Commercial use allowed)

Description

A powerful Mixture-of-Experts (MoE) language model with 671B total parameters (37B activated per token). Features Multi-head Latent Attention (MLA), auxiliary-loss-free load balancing, and multi-token prediction training. Pre-trained on 14.8T tokens with strong performance in reasoning, math, and code tasks.

Release Date
2025-03-25
Parameters
671.0B
Context Length
164K
Modalities
text

Capability Radar

34
general
29
coding
54
reasoning
43
science
47
agents
0
multimodal

Rankings

Domain#RankScoreSource
Code Ranking326
34.0
AA
General Ranking289
45.0
AA
Science314
44.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Biology

GPQANYU + Cohere + Anthropic (2023)68.4%SR

Code

LiveCodeBench49.2%SR

Finance

MMLU-Pro81.2%SR

Math

MATH-50094.0%SR
AIME 202459.4%SR

AA Evaluation Indices

(Artificial Analysis)
Math Index(Artificial Analysis)
41.0
Coding Index(Artificial Analysis)
21.2
Intelligence Index(Artificial Analysis)
15.2
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))
0.9
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
0.8
Gpqa(NYU + Cohere + Anthropic (2023))
0.7
Aime(MAA (Mathematical Association of America))
0.5
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.5
Lcr(Artificial Analysis)
0.4
Ifbench(Google Research (2023))
0.4
Aime 25(MAA (Mathematical Association of America))
0.4
Livecodebench(UC Berkeley + MIT + Cornell (2024))
0.4
Scicode(UIUC + Argonne National Lab (2024))
0.4
Terminalbench Hard(Stanford × Laude Institute (2026))
0.2
Terminalbench V2 1
0.1
Tau Banking
0.0
Hle(Center for AI Safety + Scale AI (2025))
0.0

LLM Stats Category Scores

(LLM Stats (zeroeval))
Legal
80
Math
80
Language
80
Finance
80
Healthcare
80
Physics
70
Reasoning
70
General
70
Biology
70
Chemistry
70
Code
50

Pricing

Input Price$0.27 / 1M tokens
Output Price$1.12 / 1M tokens
Blended Price (3:1)$0.483 / 1M tokens
Cache Read Price$0.135 / 1M tokens

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

4 providers

Cheapest: NanoGPTMost Expensive: Kilo Gateway
ProviderInputOutput
1NanoGPTCheapest
$0.2
$0.77
2DeepSeekPRIMARY
$0.27
$1.12
3OpenRouter
$0.27
$1.12
4Kilo Gateway
$0.27
$1.12

Compare pricing across different API providers for this model.

External Sources

LLM StatsArtificial Analysis