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DeepSeek

Chinese AI lab's open-weight models with frontier reasoning at ultra-low cost

Free and open-weight, API input ~$0.14/M tokens, output ~$0.28/M tokens

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Overview

DeepSeek is a Chinese AI lab producing open-weight frontier models that compete with GPT-4 and Claude at a fraction of the cost. DeepSeek-V3 and R1 stunned the AI community with their performance on coding and reasoning benchmarks, achieved with significantly less compute than Western counterparts.

Key Features

  • DeepSeek-R1: reasoning model competitive with OpenAI o1 on math and coding
  • DeepSeek-V3: general-purpose model with 671B MoE parameters
  • Fully open weights — downloadable and self-hostable
  • API access at a fraction of comparable US model prices
  • Strong multilingual support, especially Chinese and English
  • MIT license for commercial use

Pricing: Free web chat at chat.deepseek.com; API at ~$0.14/1M input tokens for V3.

Pros

  • Ultra-low API pricing significantly undercuts all competitors
  • R1 reasoning model competitive with o1 on major benchmarks
  • Fully open-weight with permissive licensing
  • Strong at math and code with dedicated specialist models

Cons

  • Primarily optimized for English and Chinese
  • Subject to Chinese regulatory requirements
  • Smaller ecosystem and fewer integrations than Western competitors

Tags

frontier-modelopen-weightreasoningcode-generationmathvisionapiself-hosted

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