AI-Scientist vs DeepSeek Harness

Side-by-side comparison of two AI agent tools

Short answer

  • AI-Scientist has had no commit in 9 months; DeepSeek Harness is actively maintained (19,802 commits in the last 90 days).
  • DeepSeek Harness is growing faster: +16,130 GitHub stars in the last 30 days vs +294 for AI-Scientist.
  • Pick AI-Scientist for: the AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery ‍. Pick DeepSeek Harness for: deepSeek Harness: Everything is a Plugin.

From GitHub data refreshed daily.

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

D
DeepSeek Harnessopen-source

DeepSeek Harness: Everything is a Plugin.

Metrics

AI-ScientistDeepSeek Harness
Stars14.6k242.6k
Star velocity /mo294.473684210526316.1k
Commits (90d)019.8k
Releases (6m)010
Overall score0.32726428893474350.9562973226855356

Pros

  • +完全自动化的科研流程，从假设提出到论文生成无需人工干预
  • +已生成多篇实际研究论文，证明了系统的实用性和有效性
  • +覆盖多个AI研究领域，包括扩散模型、GAN、Transformer等前沿主题

    Cons

    • -仍处于实验阶段，生成论文的质量可能不稳定
    • -主要限制在特定的研究模板和领域内
    • -缺乏详细的安装和使用文档

      Use Cases

      • •自动生成机器学习和深度学习领域的研究论文
      • •为科研人员提供研究假设和实验方案的自动化探索
      • •在特定AI子领域进行大规模研究想法的快速验证
        View AI-Scientist DetailsView DeepSeek Harness Details

        FAQ

        Which is more popular, AI-Scientist or DeepSeek Harness?
        DeepSeek Harness has more GitHub stars (242,644 vs 14,649).
        Which is more actively developed, AI-Scientist or DeepSeek Harness?
        DeepSeek Harness had more commits in the last 90 days (19,802 vs 0).
        Should I use AI-Scientist or DeepSeek Harness?
        Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.