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prefect vs AutoGPT

prefect and AutoGPT share 29 technologies: FastAPI, Redis, Postgres, uvicorn, AIOHTTP, React, Rich, SQLAlchemy, cryptography, jinja2, Pydantic, jsonschema, docker, prometheus-client, boto3, Tailwind CSS, class-variance-authority, next-themes, tailwind-merge, sonner, React Hook Form, Radix UI, recharts, react-day-picker, cmdk, react-markdown, remark-gfm, Zod, and @hookform/resolvers. Both are written in Python.

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What they share and what sets them apart

PrefectHQ

prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

Python24.1kRead on November 4, 2026, at commit 60d9ea5What is prefect 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.

Python187.9kRead on November 4, 2026, at commit 13ac38cWhat is AutoGPT built with?

In common

Only in prefect

  • aiosqlite
  • SQLite
  • starlette
  • Ray
  • Vite
  • @tanstack/react-router
  • Vue
  • vue-router
  • alembic
  • azure-identity
  • OpenTelemetry
  • tanstack
  • @uiw/react-codemirror
  • codemirror
  • dnd-kit
  • GSAP
  • Mermaid
  • Lucide
  • @radix-ui/react-icons
  • rehype-raw
  • rehype-sanitize

Only in AutoGPT

  • hypercorn
  • psycopg2-binary
  • pymssql
  • pymysql
  • graphiti-core
  • gcloud-aio-storage
  • pika
  • falkordb
  • aio-pika
  • expiringdict
  • pinecone
  • pyarrow
  • Stripe
  • OpenAI
  • Sentry
  • Claude
  • Anthropic
  • Replicate
  • PostHog
  • Todoist
  • Google
  • ElevenLabs
  • Google Maps
  • Next.js
  • dexie
  • prompt-toolkit
  • prisma
  • pyjwt
  • bcrypt
  • google-auth-oauthlib
  • en-core-web-sm
  • firecrawl-py
  • mem0ai
  • tavily-python
  • autogpt-libs
  • e2b
  • typesafe-sdk
  • exa-py
  • tiktoken
  • groq
  • e2b-code-interpreter
  • langfuse
  • rank-bm25
  • gtts
  • Ollama
  • spaCy
  • stagehand
  • fpdf2
  • markdown-it-py
  • moviepy
  • pillow
  • beautifulsoup4
  • agentmail
  • postmarker
  • html2text
  • bleach
  • feedparser
  • gravitas-md2gdocs
  • openpyxl
  • pylatexenc
  • pypdf
  • pypdfium2
  • python-docx
  • youtube-transcript-api
  • yt-dlp
  • demjson3
  • prometheus-fastapi-instrumentator
  • psutil
  • geist
  • Framer
  • use-stick-to-bottom
  • @tanstack/react-virtual
  • canvas-confetti
  • vaul
  • @rjsf/core
  • @ferrucc-io/emoji-picker
  • boring-avatars
  • embla-carousel-react
  • motion
  • react-currency-input-field
  • react-force-graph-2d
  • react-window
  • hugeicons
  • twemoji
  • Better Auth
  • bcryptjs
  • jose
  • ai
  • @ai-sdk/react
  • streamdown
  • rehype-katex
  • shiki
  • highlight.js
  • katex
  • rehype-autolink-headings
  • rehype-highlight
  • rehype-slug
  • remark-math
  • rjsf

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
prefect945,152 lines written2,114 code files
AutoGPT1,697,634 lines written4,331 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.
prefect9.7% of its commits signed by AIWith Devin, Claude Code, Codex, GitHub Copilot, and Cursor
AutoGPT16.8% 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.
prefectLast push November 4, 202618,695 commits24,112 stars
AutoGPTLast push November 4, 20269,582 commits187,891 stars
TestsThe files that test the code, and the share of code files a test imports.
prefect1,242 test files26.9% of its code files have a test that imports them
AutoGPT2,983 test files53.9% of its code files have a test that imports them

Frequently asked questions

Which is bigger, prefect or AutoGPT?
AutoGPT, with 1,697,634 lines written in 4,331 code files; prefect has 945,152 in 2,114.

The proof: Significant-Gravitas/AutoGPT's code at commit 13ac38c

Which has more GitHub stars, prefect or AutoGPT?
AutoGPT, with 187,891 stars; prefect has 24,112.

The proof: Significant-Gravitas/AutoGPT on GitHub

Which has more tests, prefect or AutoGPT?
AutoGPT, with 2,983 test files; prefect has 1,242.

The proof: Significant-Gravitas/AutoGPT's code at commit 13ac38c

Which was updated more recently, prefect or AutoGPT?
Both got their last push on November 4, 2026.

The proof: Significant-Gravitas/AutoGPT's commits on GitHub

Which has more commits signed by AI, prefect or AutoGPT?
AutoGPT: an AI signed 16.8% of its commits, with Claude Code, GitHub Copilot, Cursor, CodeRabbit, Mistral Vibe, Factory, Codex, Devin, and Gemini CLI; in prefect, 9.7%.

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

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