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DeepSeek-V3
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Tool use · Reasoning
Overview
Deployment
Pricing
Evaluations
Evaluation overview
Overall rank
#123
61.2 points · 180 models
Open-weight rank
#56
66.9 points · 109 models
Data coverage
41 items
4 sources · updated through 2026-07-16
Domain performance
Coding
#99 / 160
66.6
Research
#116 / 174
72
Agents
#106 / 125
56.1
Long context
#56 / 82
68.5
Evaluation highlights
All evaluations
DROP
Reasoning · DeepSeek-R1 Technical Report
91.6%
2
/ 15
HumanEval-Mul
Coding · DeepSeek-V3 Technical Report
82.6%
1
/ 7
LongBench v2
Long context · DeepSeek-V3 Technical Report
48.7%
13
/ 22
BFCL v3 Full
Agents · Qwen3 Technical Report
57.6%
30
/ 49
INCLUDE
Multilingual · Qwen3 Technical Report
76.7%
9
/ 69
AlignBench v1.1
Conversation · Qwen3 Technical Report
8.64score
8
/ 35
Basic information
Context (input / output)
131K / 8K
Parameters
671B / 37B active
Release date
2024-12
License
MIT
Input modalities
Text
Output modalities
Text
Availability
DeepSeek
Full pricing
Input
≈ $0.1429 /1M
Output
≈ $0.2857 /1M
vLLM · FP8
Deployment options
FP8 · 8 × 141 GB VRAM
Related links
Official site
HuggingFace
ModelScope
Version relationships
DeepSeek-V3 family
DeepSeek-V3
Current
2024-12 · Current model
DeepSeek-V3 Base
2024-12 · Same series
DeepSeek-V3-0324
2025-03 · Same series
DeepSeek-V3.2
2025-12 · Same series