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label-studiovsWhisper-WebUI

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

label-studioWhisper-WebUI
Score80/10062/100
Rank in category#1 of 3 in Data Collection#3 of 6 in Transcription
GitHub stars28 5812 899
Stars, last 30 days+238+15
Stable releases, 12 months40
Latest release1.23.2 · 29 Sept 2026—
SetupEasyModerate
Official Docker imageYesYes
LicenseApache-2.0Apache-2.0
Main languageTypescriptPython

Which one should you pick?

label-studio scores 80/100 against 62/100 for Whisper-WebUI, so it is the safer default.

label-studio ships more often: 4 stable releases in the past year, against 0 for Whisper-WebUI.

If you want the quickest setup, label-studio is easier to run; Whisper-WebUI needs more configuration.

label-studio is growing faster right now (+238 stars in 30 days).

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