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llama.cppvsQGIS Web Client

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

llama.cppQGIS Web Client
Score93/10057/100
Rank in category#2 of 25 in LLM Inference#9 of 12 in Maps
GitHub stars132 699383
Stars, last 30 days+3 244+0
Stable releases, 12 months146510
Latest releaseb11979 · 29 Oct 2026ci-latest-master · 27 Oct 2026
SetupModerateAdvanced
Official Docker imageYesYes
LicenseMITBSD-2-Clause
Main languageC++JavaScript

Which one should you pick?

llama.cpp scores 93/100 against 57/100 for QGIS Web Client, so it is the safer default.

llama.cpp ships more often: 1465 stable releases in the past year, against 10 for QGIS Web Client.

If you want the quickest setup, llama.cpp is easier to run; QGIS Web Client needs more configuration.

llama.cpp is growing faster right now (+3 244 stars in 30 days).

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