# langflow vs Mumble

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

| | langflow | Mumble |
|---|---|---|
| Score | 90/100 ✓ | 71/100 |
| Rank in category | #2 of 209 in AI Agents | #1 of 16 in VoIP |
| GitHub stars | 156 117 ✓ | 8 372 |
| Stars, last 30 days | +926 ✓ | +69 |
| Stable releases, 12 months | 20 ✓ | 4 |
| Latest release | v1.12.8 · 21 Oct 2026 ✓ | v1.5.939 · 11 Oct 2026 |
| Setup | Moderate ✓ | Moderate |
| Official Docker image | Yes | Yes |
| License | MIT | Other |
| Main language | Python | C |

## Which one should you pick?

langflow scores 90/100 against 71/100 for Mumble, so it is the safer default.

langflow ships more often: 20 stable releases in the past year, against 4 for Mumble.

langflow is growing faster right now (+926 stars in 30 days).

## Details

- [langflow](https://selfhost.directory/project/langflow) (markdown: https://selfhost.directory/project/langflow.md)
- [Mumble](https://selfhost.directory/project/mumble) (markdown: https://selfhost.directory/project/mumble.md)

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Source: https://selfhost.directory/compare/langflow-vs-mumble