# llama.cpp vs swarm-cronjob

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

| | llama.cpp | swarm-cronjob |
|---|---|---|
| Score | 93/100 ✓ | 51/100 |
| Rank in category | #2 of 25 in LLM Inference | #20 of 26 in Automation |
| GitHub stars | 132 674 ✓ | 888 |
| Stars, last 30 days | +3 317 | — |
| Stable releases, 12 months | 1461 ✓ | 3 |
| Latest release | b11972 · 28 Oct 2026 ✓ | v1.16.1 · 24 Oct 2026 |
| Setup | Moderate | Easy ✓ |
| Official Docker image | Yes | Yes |
| License | MIT | MIT |
| Main language | C++ | Go |

## Which one should you pick?

llama.cpp scores 93/100 against 51/100 for swarm-cronjob, so it is the safer default.

llama.cpp ships more often: 1461 stable releases in the past year, against 3 for swarm-cronjob.

If you want the quickest setup, swarm-cronjob is easier to run; llama.cpp needs more configuration.

llama.cpp is growing faster right now (+3 317 stars in 30 days).

## Details

- [llama.cpp](https://selfhost.directory/project/llamacpp) (markdown: https://selfhost.directory/project/llamacpp.md)
- [swarm-cronjob](https://selfhost.directory/project/swarm-cronjob) (markdown: https://selfhost.directory/project/swarm-cronjob.md)

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Source: https://selfhost.directory/compare/llamacpp-vs-swarm-cronjob