# dify vs JupyterLab

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

| | dify | JupyterLab |
|---|---|---|
| Score | 90/100 ✓ | 78/100 |
| Rank in category | #1 of 7 in AI Workflows | #1 of 3 in Data Science |
| GitHub stars | 159 851 ✓ | 15 379 |
| Stars, last 30 days | +2 841 ✓ | +63 |
| Stable releases, 12 months | 15 ✓ | 12 |
| Latest release | 1.18.0 · 23 Oct 2026 | v4.7.0b0 · 28 Oct 2026 ✓ |
| Setup | Moderate | Easy ✓ |
| Official Docker image | Yes ✓ | No |
| License | Other | BSD-3-Clause |
| Main language | Python | Typescript |

## Which one should you pick?

dify scores 90/100 against 78/100 for JupyterLab, so it is the safer default.

dify ships more often: 15 stable releases in the past year, against 12 for JupyterLab.

If you want the quickest setup, JupyterLab is easier to run; dify needs more configuration.

dify is growing faster right now (+2 841 stars in 30 days).

## Details

- [dify](https://selfhost.directory/project/dify) (markdown: https://selfhost.directory/project/dify.md)
- [JupyterLab](https://selfhost.directory/project/jupyterlab) (markdown: https://selfhost.directory/project/jupyterlab.md)

---
Source: https://selfhost.directory/compare/dify-vs-jupyterlab