# TradingAgents vs Zero to JupyterHub with Kubernetes

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | TradingAgents | Zero to JupyterHub with Kubernetes |
|---|---|---|
| Score | 87/100 ✓ | 64/100 |
| Rank in category | #3 of 209 in AI Agents | #4 of 11 in Container Orchestration |
| GitHub stars | 117 816 ✓ | 1 725 |
| Stars, last 30 days | +5 457 | — |
| Stable releases, 12 months | 11 ✓ | 9 |
| Latest release | v0.7.1 · 27 Oct 2026 ✓ | 4.4.4 · 20 Oct 2026 |
| Setup | Moderate ✓ | Advanced |
| Official Docker image | No | Yes ✓ |
| License | Apache-2.0 | Other |
| Main language | Python | Python |

## Which one should you pick?

TradingAgents scores 87/100 against 64/100 for Zero to JupyterHub with Kubernetes, so it is the safer default.

TradingAgents ships more often: 11 stable releases in the past year, against 9 for Zero to JupyterHub with Kubernetes.

If you want the quickest setup, TradingAgents is easier to run; Zero to JupyterHub with Kubernetes needs more configuration.

TradingAgents is growing faster right now (+5 457 stars in 30 days).

## Details

- [TradingAgents](https://selfhost.directory/project/tradingagents) (markdown: https://selfhost.directory/project/tradingagents.md)
- [Zero to JupyterHub with Kubernetes](https://selfhost.directory/project/zero-to-jupyterhub-k8s) (markdown: https://selfhost.directory/project/zero-to-jupyterhub-k8s.md)

---
Source: https://selfhost.directory/compare/tradingagents-vs-zero-to-jupyterhub-k8s