DeepSeek
FreemiumOpen-source AI models with frontier performance at 95% lower cost
What is DeepSeek?
DeepSeek is a Chinese AI company producing open-source language models that compete with GPT-4 and Claude at a fraction of the price. DeepSeek V4, released in March 2026, scores 81% on SWE-bench Verified and supports a 1M-token context window. The chat interface at chat.deepseek.com is completely free with no usage limits. API pricing starts at just $0.30 per million input tokens and $0.50 per million output tokens for V4, with cache hits dropping input cost to $0.03 per million tokens. DeepSeek R1 is the dedicated reasoning model for complex math, science, and logic tasks. Models are fully open-weight, meaning developers can download and self-host them for complete data privacy. Available through major cloud providers including Together AI, Fireworks, Azure, and AWS Bedrock. The primary trade-offs are API reliability during peak hours, a smaller developer ecosystem compared to OpenAI, and regulatory considerations for organizations in sensitive industries due to the company being based in China.
DeepSeek Pricing
Free chat · API from $0.30/M tokens
Key Features
- Open-source models
- 1M token context
- Reasoning mode (R1)
- Code generation
- Math & science
- Self-hosting option
- Multi-language support
- Function calling
Pros & Cons
Pros
- 95% cheaper than GPT-4 and Claude
- Free chat with no limits
- Open-weight models for self-hosting
- Frontier-level coding and reasoning
- 1M token context window
- Cache pricing drops cost further
Cons
- API reliability can be inconsistent
- Smaller developer ecosystem
- Chinese company raises regulatory concerns
- Less mature tooling and documentation
- Content filtering differs from Western providers
Best For
Cost-sensitive developers, open-source advocates, API-heavy production workloads
FAQ
What is DeepSeek?
DeepSeek is a Chinese AI company producing open-source language models that compete with GPT-4 and Claude at a fraction of the price. DeepSeek V4, released in March 2026, scores 81% on SWE-bench Verified and supports a 1M-token context window. The chat interface at chat.deepseek.com is completely free with no usage limits. API pricing starts at just $0.30 per million input tokens and $0.50 per million output tokens for V4, with cache hits dropping input cost to $0.03 per million tokens. DeepSeek R1 is the dedicated reasoning model for complex math, science, and logic tasks. Models are fully open-weight, meaning developers can download and self-host them for complete data privacy. Available through major cloud providers including Together AI, Fireworks, Azure, and AWS Bedrock. The primary trade-offs are API reliability during peak hours, a smaller developer ecosystem compared to OpenAI, and regulatory considerations for organizations in sensitive industries due to the company being based in China.
How much does DeepSeek cost?
Free chat · API from $0.30/M tokens
What is DeepSeek best for?
Cost-sensitive developers, open-source advocates, API-heavy production workloads
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