Best Open SourceOpen Sourceby DeepSeek AISince Jan 2024

DeepSeek

Open-source powerhouse from China

DeepSeek shocked the AI world with models that rival GPT-4 at a fraction of the cost. DeepSeek-R1 is an open-source reasoning model that matches o1 performance on math and coding benchmarks.

Quick Facts

Latest versionDeepSeek-R1
CategoryOpen Source
MakerDeepSeek AI
ReleasedJan 2024

Best for

MathCodingReasoningCost-EfficiencySelf-Hosting

Strengths & Weaknesses

Strengths

  • Matches GPT-4 at much lower cost
  • Fully open-source weights
  • Exceptional math and coding
  • Chain-of-thought reasoning (R1)
  • Free to use and self-host

Weaknesses

  • Chinese company — data privacy concerns
  • Censored on political topics
  • Less polished UX than OpenAI
  • Smaller ecosystem

Benchmarks

BenchmarkScoreRank
MMLU88.5%Top 3
HumanEval (Coding)90.2%Top 3
MATH97.3%#1
AIME 202479.8%#1

Example Prompts

Solve this differential equation and show all steps

Write an optimized sorting algorithm and explain the time complexity

Prove this mathematical theorem using first principles

Debug this Python code and explain what was wrong