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Canvas LMSvsqdrant

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

Canvas LMSqdrant
Score68/10082/100
Rank in category#2 of 14 in Learning Management System#1 of 5 in Vector Database
GitHub stars6 89035 301
Stars, last 30 days+49+498
Stable releases, 12 months014
Latest release—v1.20.0 · 21 Oct 2026
SetupAdvancedModerate
Official Docker imageNoYes
LicenseAGPL-3.0Apache-2.0
Main languageRubyRust

Which one should you pick?

qdrant scores 82/100 against 68/100 for Canvas LMS, so it is the safer default.

qdrant ships more often: 14 stable releases in the past year, against 0 for Canvas LMS.

If you want the quickest setup, qdrant is easier to run; Canvas LMS needs more configuration.

qdrant is growing faster right now (+498 stars in 30 days).

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