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DeepSeek-R1
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Reasoning
Overview
Deployment
Pricing
Evaluations
Evaluation overview
Overall rank
#93
67.2 points · 180 models
Open-weight rank
#34
74 points · 109 models
Data coverage
37 items
3 sources · updated through 2026-07-16
Domain performance
Coding
#75 / 160
70.4
Research
#82 / 174
78.8
Agents
#107 / 125
55.7
Evaluation highlights
All evaluations
MMLU
Reasoning · DeepSeek-R1 Technical Report
90.8%
2
/ 46
LiveCodeBench (CoT)
Coding · DeepSeek-R1 Technical Report
65.9%
1
/ 10
BFCL v3 Full
Agents · Qwen3 Technical Report
56.9%
31
/ 49
INCLUDE
Multilingual · Qwen3 Technical Report
82.7%
3
/ 69
Arena-Hard
Conversation · Qwen3 Technical Report
92.3%
4
/ 39
Creative Writing v3
Writing · Qwen3 Technical Report
85.5%
5
/ 42
Basic information
Context (input / output)
164K / 66K
Parameters
671B / 37B active
Release date
2025-01
License
MIT
Input modalities
Text
Output modalities
Text
Type
Reasoning model
Active parameters
37B
Availability
DeepSeek
Full pricing
Input
≈ $0.5714 /1M
Output
≈ $2.2857 /1M
vLLM · FP8
Deployment options
FP8 · 8 × 141 GB VRAM
Related links
Official site
HuggingFace