head to head · open source
AstrBot vs DeepAnalyze
AstrBot has 45,992 GitHub stars, 3,378 forks, 1,516 open issues and last shipped yesterday. DeepAnalyze has 4,782 stars, 750 forks, 27 open issues and last shipped 3 days ago. AstrBot leads on adoption by 862% (45,992 vs 4,782 stars). AstrBot is written in Python under AGPL-3.0; DeepAnalyze is written in Python under MIT. AstrBot has attracted 7% as many forks as stars, DeepAnalyze 16%. AstrBot was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (agent, ai, chatbot), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| AstrBot | DeepAnalyze | |
|---|---|---|
| GitHub stars | ★ 46K | ★ 4.8K |
| License | AGPL-3.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-11-04 | 2026-11-02 |
| Forks | ⑂ 3.4K | ⑂ 750 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick AstrBot if
- You weight community size — 46K stars and counting
- You want the AGPL-3.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick DeepAnalyze if
- You want the DeepAnalyze feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and DeepAnalyze fits your workflow better
About AstrBot
简体中文 ｜ 繁體中文 ｜ 日本語 ｜ Français ｜ Español ｜ Русский Documentation ｜ Blog ｜ Roadmap ｜ Issue Tracker ｜ Email Support AstrBot is an open source all in one Agent chatbot platform that integrates with mainstream instant messaging apps. It provides reliable and scalable conversational AI infrastructure for individuals, developers, and teams. Whether you're building a personal AI companion, intelligent customer service, automation assistant, or enterprise knowledge base, AstrBot enables you to quickly build production ready AI applications within your IM platform workflows. Key Features 1. 💯 Free & Open Source. 2. ✨ AI…
read the full AstrBot overview →
About DeepAnalyze
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Authors : Shaolei Zhang, Ju Fan , Meihao Fan, Guoliang Li, Xiaoyong Du Renmin University of China, Tsinghua University DeepAnalyze is the first agentic LLM for autonomous data science. It can autonomously complete a wide range of data centric tasks without human intervention, supporting: 🛠 Entire data science pipeline : Automatically perform any data science tasks such as data preparation, analysis, modeling, visualization, and report generation. 🔍 Open ended data research : Conduct deep research on diverse data sources, including…
read the full DeepAnalyze overview →
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Frequently asked questions
Is AstrBot or DeepAnalyze more popular?
AstrBot has 45,992 GitHub stars and DeepAnalyze has 4,782. AstrBot has the larger community by that measure.
Are AstrBot and DeepAnalyze free?
Both are open source. AstrBot is licensed under AGPL-3.0 and DeepAnalyze under MIT. Neither carries a licence fee.
What is the difference between AstrBot and DeepAnalyze?
AstrBot is written in Python and DeepAnalyze in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, AstrBot or DeepAnalyze?
Choose AstrBot if you want the larger community (45,992 stars) or its AGPL-3.0 licence terms. Choose DeepAnalyze if its feature set, stack or MIT licence fits better. Both are self-hostable.