llama.cppvsPVE-UPS
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| llama.cpp | PVE-UPS | |
|---|---|---|
| Score | 93/100 | 51/100 |
| Rank in category | #2 of 25 in LLM Inference | #20 of 51 in Monitoring & observability |
| GitHub stars | 132 689 | 359 |
| Stars, last 30 days | +3 234 | +2 |
| Stable releases, 12 months | 1464 | 10 |
| Latest release | b11978 · 29 Oct 2026 | v4.3.0 · 10 Oct 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | MIT | MIT |
| Main language | C++ | Python |
Which one should you pick?
llama.cpp scores 93/100 against 51/100 for PVE-UPS, so it is the safer default.
llama.cpp ships more often: 1464 stable releases in the past year, against 10 for PVE-UPS.
llama.cpp is growing faster right now (+3 234 stars in 30 days).
llama.cpp details →PVE-UPS details →