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authentik vs label-studio

authentik and label-studio share 4 technologies: Django, Postgres, Sentry, and Google. authentik is written in Python and label-studio in TypeScript.

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What they share and what sets them apart

HumanSignal

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

TypeScript28.6kRead on November 2, 2026, at commit 60b7f98What is label-studio built with?

In common

Only in authentik

Only in label-studio

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
authentik562,813 lines written3,372 code files
label-studio439,850 lines written1,627 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
authentik0.2% of its commits signed by AIWith Claude Code, GitHub Copilot, Codex, and Cursor
label-studio1.1% of its commits signed by AIWith Claude Code, Cursor, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
authentikLast push November 3, 202624,564 commits26,211 stars
label-studioLast push November 2, 20267,362 commits28,614 stars
TestsThe files that test the code, and the share of code files a test imports.
authentik632 test files12.8% of its code files have a test that imports them
label-studio744 test files32.2% of its code files have a test that imports them

Frequently asked questions

Which is bigger, authentik or label-studio?
authentik, with 562,813 lines written in 3,372 code files; label-studio has 439,850 in 1,627.

The proof: goauthentik/authentik's code at commit 7bc9d25

Which has more GitHub stars, authentik or label-studio?
label-studio, with 28,614 stars; authentik has 26,211.

The proof: HumanSignal/label-studio on GitHub

Which has more tests, authentik or label-studio?
label-studio, with 744 test files; authentik has 632.

The proof: HumanSignal/label-studio's code at commit 60b7f98

Which was updated more recently, authentik or label-studio?
authentik: its last push was on November 3, 2026, and label-studio's on November 2, 2026.

The proof: goauthentik/authentik's commits on GitHub

Which has more commits signed by AI, authentik or label-studio?
label-studio: an AI signed 1.1% of its commits, with Claude Code, Cursor, and GitHub Copilot; in authentik, 0.2%.

The proof: the commits each tool signed in HumanSignal/label-studio

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