DeepSeek R1
About
DeepSeek R1 is a family of large language models designed specifically for advanced reasoning tasks by DeepSeek, a leading Chinese AI firm. The initial release in this model line, DeepSeek-R1-Lite-Preview, is tailored to excel in logical inference, mathematical reasoning, and real-time problem-solving. This model introduces a "chain-of-thought" reasoning capability, allowing users to track the model's reasoning steps in solving complex problems. Notably, it performs comparably to OpenAI's o1-preview model on certain benchmarks like AIME and MATH. However, at the time of writing, independent verification is pending, as there is no API access or full code release yet. DeepSeek aims to ultimately provide an open-source version of the R1 model along with an accessible API. Initial tests showcase impressive capabilities, although some challenges remain as the model occasionally encounters difficulties with specific logic problems 12348.
Specifications(11 models)
| Model | Released | Context | Parameters | Reasoning | Structured Outputs | Code Exec |
|---|---|---|---|---|---|---|
| DeepSeek R1 | 2025-01 | 128K | 671B, 37B Active | Yes | Yes | Yes |
| DeepSeek R1 Zero | 2025-01 | 128K | 671B, 37B Active | Yes | No | No |
| DeepSeek R1 Distill Qwen 1.5B | 2025-01 | 128K | 1.5B | Yes | No | No |
| DeepSeek R1 Distill Qwen 7B | 2025-01 | 128K | 7B | Yes | No | No |
| DeepSeek R1 Distill Llama 8B | 2025-01 | 128K | 8B | Yes | No | No |
| DeepSeek R1 Distill Qwen 14B | 2025-01 | 128K | 14B | Yes | No | No |
| DeepSeek R1 Distill Qwen 32B | 2025-01 | 128K | 32B | Yes | Yes | No |
| DeepSeek R1 Distill Llama 70B | 2025-01 | 128K | 70B | Yes | Yes | No |
| DeepSeek R1 0528 | 2025-01 | 160K | 671B | Yes | Yes | Yes |
| DeepSeek R1 Basic | 2025-01 | 160K | 671B | Yes | No | No |
| DeepSeek R1 Lite | 2024-11 | 128K | — | Yes | No | No |
Available From(15 providers)
Pricing
Comparisons
- GPT-4o (08-06) vs DeepSeek R1
- o3 vs DeepSeek R1
- o1 (12-17) vs DeepSeek R1
- Claude Opus 4.6 vs DeepSeek R1
- Claude 3.7 Sonnet vs DeepSeek R1
- DeepSeek R1 vs Llama 3.3 70B
- DeepSeek R1 vs Grok 4
- DeepSeek V4 vs DeepSeek R1
Frequently Asked Questions
- What is DeepSeek R1?
- DeepSeek R1 is a family of large language models designed specifically for advanced reasoning tasks by DeepSeek, a leading Chinese AI firm. The initial release in this model line, DeepSeek-R1-Lite-Preview, is tailored to excel in logical inference, mathematical reasoning, and real-time problem-solving. This model introduces a "chain-of-thought" reasoning capability, allowing users to track the model's reasoning steps in solving complex problems. Notably, it performs comparably to OpenAI's o1-preview model on certain benchmarks like AIME and MATH. However, at the time of writing, independent verification is pending, as there is no API access or full code release yet. DeepSeek aims to ultimately provide an open-source version of the R1 model along with an accessible API. Initial tests showcase impressive capabilities, although some challenges remain as the model occasionally encounters difficulties with specific logic problems 12348.
- How many models are in the DeepSeek R1 family?
- The DeepSeek R1 family contains 11 models.
- What is the latest DeepSeek R1 model?
- The latest model is DeepSeek R1, released in 2025-01.
- How much does DeepSeek R1 cost?
- DeepSeek R1 models range from $0.1/1M to $70/1M input tokens depending on the model and provider.
Related Model Families
Models(11)
DeepSeek R1
DeepSeek R1 Zero
DeepSeek R1 Distill Qwen 1.5B
DeepSeek R1 Distill Qwen 7B
DeepSeek R1 Distill Llama 8B
DeepSeek R1 Distill Qwen 14B
DeepSeek R1 Distill Qwen 32B
DeepSeek R1 Distill Llama 70B
DeepSeek R1 0528
DeepSeek R1 Basic
DeepSeek R1 Lite