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label-studio vs AutoGPT

label-studio and AutoGPT share 5 technologies: React, Redis, Postgres, Sentry, and Google. label-studio is written in TypeScript and AutoGPT in Python.

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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?
Significant-Gravitas

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Python187.8kRead on October 29, 2026, at commit 07212dfWhat is AutoGPT built with?

In common

Only in label-studio

Only in AutoGPT

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
label-studio439,850 lines written1,627 code files
AutoGPT1,630,074 lines written4,321 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.
label-studio1.1% of its commits signed by AIWith Claude Code, Cursor, and GitHub Copilot
AutoGPT15.7% of its commits signed by AIWith Claude Code, GitHub Copilot, Cursor, CodeRabbit, Mistral Vibe, Factory, Codex, Devin, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
label-studioLast push November 2, 20267,362 commits28,614 stars
AutoGPTLast push October 29, 20269,377 commits187,811 stars
TestsThe files that test the code, and the share of code files a test imports.
label-studio744 test files32.2% of its code files have a test that imports them
AutoGPT2,794 test files51.8% of its code files have a test that imports them

Frequently asked questions

Which is bigger, label-studio or AutoGPT?
AutoGPT, with 1,630,074 lines written in 4,321 code files; label-studio has 439,850 in 1,627.

The proof: Significant-Gravitas/AutoGPT's code at commit 07212df

Which has more GitHub stars, label-studio or AutoGPT?
AutoGPT, with 187,811 stars; label-studio has 28,614.

The proof: Significant-Gravitas/AutoGPT on GitHub

Which has more tests, label-studio or AutoGPT?
AutoGPT, with 2,794 test files; label-studio has 744.

The proof: Significant-Gravitas/AutoGPT's code at commit 07212df

Which was updated more recently, label-studio or AutoGPT?
label-studio: its last push was on November 2, 2026, and AutoGPT's on October 29, 2026.

The proof: HumanSignal/label-studio's commits on GitHub

Which has more commits signed by AI, label-studio or AutoGPT?
AutoGPT: an AI signed 15.7% of its commits, with Claude Code, GitHub Copilot, Cursor, CodeRabbit, Mistral Vibe, Factory, Codex, Devin, and Gemini CLI; in label-studio, 1.1%.

The proof: the commits each tool signed in Significant-Gravitas/AutoGPT

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