head to head · open source
huginn vs pandaprobe
huginn has 50,269 GitHub stars, 4,339 forks, 698 open issues and last shipped yesterday. pandaprobe has 793 stars, 122 forks, 19 open issues and last shipped yesterday. huginn leads on adoption by 6,239% (50,269 vs 793 stars). huginn is written in Ruby under MIT; pandaprobe is written in Python under Apache-2.0. huginn has attracted 9% as many forks as stars, pandaprobe 15%. huginn was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (monitoring), 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
| huginn | pandaprobe | |
|---|---|---|
| GitHub stars | ★ 50K | ★ 793 |
| License | MIT | Apache-2.0 |
| Written in | Ruby | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 4.3K | ⑂ 122 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick huginn if
- You weight community size — 50K stars and counting
- You want the MIT license terms
- Your stack matches Ruby
- You value the larger contributor base for long-term maintenance
pick pandaprobe if
- You want the pandaprobe feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and pandaprobe fits your workflow better
About huginn
What is Huginn? Huginn is a system for building agents that perform automated tasks for you online. They can read the web, watch for events, and take actions on your behalf. Huginn's Agents create and consume events, propagating them along a directed graph. Think of it as a hackable version of IFTTT or Zapier on your own server. You always know who has your data. You do. Here are some of the things that you can do with Huginn: Track the weather and get an email when it's going to rain (or snow) tomorrow ("Don't forget your umbrella!") List terms that you care about and receive email when their occurrence on…
read the full huginn overview →
About pandaprobe
What is PandaProbe? PandaProbe is an open source agent engineering platform. It helps teams collaboratively trace, evaluate, monitor, and debug AI agents. You can use PandaProbe cloud or self host the service. Documentation Visit our client library documentation for quickstart and explore advance integrations . PandaProbe Cloud Managed deployment by the PandaProbe team, generous free tier, no credit card required. Self host PandaProbe Prerequisites: Docker must be installed and running. Once running, open: Dashboard — API reference — Architecture Services Contributing We welcome contributions! Please read the…
read the full pandaprobe overview →
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Frequently asked questions
Is huginn or pandaprobe more popular?
huginn has 50,269 GitHub stars and pandaprobe has 793. huginn has the larger community by that measure.
Are huginn and pandaprobe free?
Both are open source. huginn is licensed under MIT and pandaprobe under Apache-2.0. Neither carries a licence fee.
What is the difference between huginn and pandaprobe?
huginn is written in Ruby and pandaprobe 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, huginn or pandaprobe?
Choose huginn if you want the larger community (50,269 stars) or its MIT licence terms. Choose pandaprobe if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.