DeepSeek-R1 is a 671B parameter Mixture-of-Experts (MoE) model with 37B activated parameters per token, trained via large-scale reinforcement learning with a focus on reasoning capabilities. It incorporates two RL stages for discovering improved reasoning patterns and aligning with human preferences, along with two SFT stages for seeding reasoning and non-reasoning capabilities. The model achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks.
Claude 3.7 Sonnet is Anthropic's most advanced model yet and the first hybrid reasoning AI on the market. It offers both standard and extended thinking modes, with the latter providing transparent, step-by-step reasoning. The model excels in coding and front-end web development, achieving state-of-the-art results on SWE-bench Verified and TAU-bench. Available via Claude.ai, the Anthropic API, Amazon Bedrock, and Google Cloud's Vertex AI, it sets a new benchmark for intelligent AI-driven problem-solving.
| DeepSeek-R1 | Claude 3.7 Sonnet | |
|---|---|---|
Web Site
| ||
Provider
| ||
Chat
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Release Date
| ||
Modalities
| text | text images |
API Providers
| DeepSeek, HuggingFace | Claude.ai, Anthropic API, Amazon Bedrock, Google Cloud Vertex AI |
Knowledge Cut-off Date
| Unknown | - |
Open Source
| Yes | No |
Pricing Input
| $0.55 per million tokens | $3.00 per million tokens |
Pricing Output
| $2.19 per million tokens | $15.00 per million tokens |
MMLU
| 90.8% Pass@1 Source | Not available |
MMLU-Pro
| 84% EM Source | Not available |
MMMU
| - | 71.8% Source |
HellaSwag
| - | Not available |
HumanEval
| - | Not available |
MATH
| - | 82.2% Source |
GPQA
| 71.5% Pass@1 Source | 68% Diamond Source |
IFEval
| 83.3% Prompt Strict Source | 90.8% Source |
SimpleQA
| - | - |
AIME 2024 | - | - |
AIME 2025 | - | - |
Aider Polyglot
| - | - |
LiveCodeBench v5
| - | - |
Global MMLU (Lite)
| - | - |
MathVista
| - | - |
Mobile Application | ||
VideoGameBench | ||
Total score | - | 0% |
Doom II | - | 0% |
Dream DX | - | 0% |
Awakening DX | - | 0% |
Civilization I | - | 0% |
Pokemon Crystal | - | 0% |
The Need for Speed | - | 0% |
The Incredible Machine | - | 0% |
Secret Game 1 | - | 0% |
Secret Game 2 | - | 0% |
Secret Game 3 | - | 0% |
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