DeepSeek
DeepSeek is a Chinese AI lab whose open models, such as R1, deliver powerful performance at a fraction of typical API prices.
DeepSeek is an AI lab from Hangzhou that shook up the industry in early 2025 with its R1 reasoning model: performance close to GPT-level, released with open weights, and trained at a fraction of the usual cost.
It's relevant for you in two scenarios: as a free chat assistant for research, math, and code, or as an API for your own applications on a tight budget. Its strength lies in its price-performance ratio; R1, with its 671 billion parameters, is freely available under an MIT license.
Compared to Claude or ChatGPT, DeepSeek falls short in German quality and polish. The bigger catch: the official chat app processes data on servers in China and blocks politically sensitive topics. For corporate data, realistically, only a self-hosted version or a European host is an option.
Right for developers and tech-savvy teams who want to run open models affordably. Wrong for anyone who would feed sensitive data into the official app; in that case, Claude, ChatGPT, or Mistral are the cleaner choice.
Functions
- MIT License for R1: unrestricted commercial use
- API pricing significantly below GPT and Claude levels
- Mixture-of-Experts architecture with 671 billion parameters
- Operable via third-party providers such as AWS, Azure, or EU hosts
- Open release of research and training details
Core Functions
- Free chat assistant in the browser and as an app
- Reasoning Model R1 for multi-step reasoning tasks
- Strong results in math and coding
- API in OpenAI-compatible format, migrate with just a few lines of code
- Open weights: Run models locally or with your preferred host
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DeepSeek
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Aleph Alpha
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