head to head · open source
worldmonitor vs pandaprobe
worldmonitor has 90,021 GitHub stars, 13,905 forks, 313 open issues and last shipped yesterday. pandaprobe has 793 stars, 122 forks, 19 open issues and last shipped yesterday. worldmonitor leads on adoption by 11,252% (90,021 vs 793 stars). worldmonitor is written in TypeScript under AGPL-3.0; pandaprobe is written in Python under Apache-2.0. worldmonitor has attracted 15% as many forks as stars, pandaprobe 15%. worldmonitor 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
| worldmonitor | pandaprobe | |
|---|---|---|
| GitHub stars | ★ 90K | ★ 793 |
| License | AGPL-3.0 | Apache-2.0 |
| Written in | TypeScript | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 14K | ⑂ 122 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick worldmonitor if
- You weight community size — 90K stars and counting
- You want the AGPL-3.0 license terms
- Your stack matches TypeScript
- 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 worldmonitor
World Monitor 简体中文 日本語 Real time global intelligence dashboard — AI powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. Documentation · Releases · Contributing What It Does Curated news feeds across global and regional categories, AI synthesized into briefs Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with a shared map layer catalog Panel inventory — concrete panel implementations across specialized variants Cross stream correlation — military, economic, disaster, and escalation signal convergence Country Instability…
read the full worldmonitor 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 worldmonitor or pandaprobe more popular?
worldmonitor has 90,021 GitHub stars and pandaprobe has 793. worldmonitor has the larger community by that measure.
Are worldmonitor and pandaprobe free?
Both are open source. worldmonitor is licensed under AGPL-3.0 and pandaprobe under Apache-2.0. Neither carries a licence fee.
What is the difference between worldmonitor and pandaprobe?
worldmonitor is written in TypeScript 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, worldmonitor or pandaprobe?
Choose worldmonitor if you want the larger community (90,021 stars) or its AGPL-3.0 licence terms. Choose pandaprobe if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.