AI-Scientist vs STORM
Side-by-side comparison of two AI agent tools
Short answer
- STORM is growing faster: +555 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 STORM for: an LLM-powered knowledge curation system that researches a topic and generates a full-length report.
From GitHub data refreshed daily.
AI-Scientistfree
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
STORMopen-source
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Metrics
| AI-Scientist | STORM | |
|---|---|---|
| Stars | 14.6k | 31.6k |
| Star velocity /mo | 294.4736842105263 | 555.4736842105264 |
| Commits (90d) | 0 | 0 |
| Releases (6m) | 0 | 0 |
| Downloads (30d, npm + PyPI) | — | 1.8K |
| Overall score | 0.3272642889347435 | 0.3608014189094868 |
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
- +Automated multi-perspective research that synthesizes information from diverse Internet sources into structured, Wikipedia-style articles with proper citations
- +Human-AI collaborative features through Co-STORM enable interactive knowledge curation with user guidance and preferences
- +Flexible architecture supporting multiple language models, search engines, and document sources through modular components and extensive customization options
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
- -Cannot produce publication-ready articles and requires significant manual editing and fact-checking before professional use
- -Quality and accuracy depend heavily on the underlying language model and search results, potentially leading to inconsistencies or outdated information
- -Complex setup and configuration may be challenging for non-technical users despite simplified installation options
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
- •Pre-writing research assistance for Wikipedia editors and content creators who need comprehensive topic overviews before manual article development
- •Academic research synthesis for students and researchers who need to quickly gather and organize information from multiple sources on specific topics
- •Knowledge base generation for organizations that need to create structured reports from internal documents and external sources
FAQ
- Which is more popular, AI-Scientist or STORM?
- STORM has more GitHub stars (31,557 vs 14,649).
- Which is more actively developed, AI-Scientist or STORM?
- AI-Scientist had more commits in the last 90 days (0 vs 0).
- Should I use AI-Scientist or STORM?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.