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opik vs AutoGPT

opik and AutoGPT share 30 technologies: FastAPI, Redis, OpenAI, Anthropic, Sentry, AIOHTTP, React, PostHog, Rich, spaCy, tiktoken, markdown-it-py, jinja2, pillow, Pydantic, jsonschema, docker, class-variance-authority, Tailwind CSS, tailwind-merge, React Hook Form, Radix UI, recharts, react-day-picker, cmdk, react-markdown, remark-gfm, Zod, @hookform/resolvers, and ai. Both are written in Python.

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What they share and what sets them apart

comet-ml

opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python23.2kRead on November 4, 2026, at commit df61dd2What is opik built with?

Only in opik

  • JAX-RS
  • Flask
  • werkzeug
  • flask-cors
  • redisson
  • s3
  • MySQL
  • AWS S3
  • Hugging Face
  • anyio
  • Vite
  • tanstack
  • itsdangerous
  • accelerate
  • tokenizers
  • litellm
  • LangChain
  • transformers
  • torch
  • datasets
  • peft
  • scikit-learn
  • markupsafe
  • annotated-types
  • referencing
  • pydantic-core
  • Gunicorn
  • OpenTelemetry
  • opentelemetry-instrumentation-flask
  • opentelemetry-instrumentation-logging
  • opentelemetry-instrumentation-requests
  • opentelemetry-instrumentation-system-metrics
  • botocore
  • @uiw/react-codemirror
  • CodeMirror
  • dnd-kit
  • react-hotkeys-hook
  • react-textarea-autosize
  • react18-json-view
  • react-intersection-observer
  • react-player
  • @lezer/highlight
  • Mermaid
  • re-resizable
  • react-grid-layout
  • react-resizable-panels
  • Vega
  • vega-lite
  • Lucide
  • mustache
  • remark-breaks
  • ansi-to-html
  • react-pdf
  • rehype-raw
  • rehype-sanitize
  • unist-util-visit
  • yaml
  • ora
  • @ai-sdk/google
  • Nunjucks
  • @clack/prompts
  • zod-to-json-schema
  • @opentelemetry/sdk-trace-base

In common

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?

Only in AutoGPT

  • uvicorn
  • hypercorn
  • psycopg2-binary
  • pymssql
  • pymysql
  • graphiti-core
  • gcloud-aio-storage
  • pika
  • falkordb
  • aio-pika
  • expiringdict
  • pinecone
  • Postgres
  • pyarrow
  • Stripe
  • Claude
  • Replicate
  • Todoist
  • Google
  • ElevenLabs
  • Google Maps
  • Next.js
  • dexie
  • prompt-toolkit
  • prisma
  • SQLAlchemy
  • cryptography
  • pyjwt
  • bcrypt
  • google-auth-oauthlib
  • en-core-web-sm
  • firecrawl-py
  • mem0ai
  • tavily-python
  • autogpt-libs
  • e2b
  • typesafe-sdk
  • exa-py
  • groq
  • e2b-code-interpreter
  • langfuse
  • rank-bm25
  • gtts
  • Ollama
  • stagehand
  • fpdf2
  • moviepy
  • beautifulsoup4
  • agentmail
  • postmarker
  • html2text
  • bleach
  • feedparser
  • gravitas-md2gdocs
  • openpyxl
  • pylatexenc
  • pypdf
  • pypdfium2
  • python-docx
  • youtube-transcript-api
  • yt-dlp
  • demjson3
  • prometheus-client
  • boto3
  • prometheus-fastapi-instrumentator
  • psutil
  • geist
  • next-themes
  • Framer
  • sonner
  • 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-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.
opik1,680,031 lines written7,878 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.
opik19.7% of its commits signed by AIWith Claude Code, 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.
opikLast push November 4, 20267,898 commits23,166 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.
opik2,703 test files20.9% 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, opik or AutoGPT?
AutoGPT, with 1,697,634 lines written; opik has 1,680,031.

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

Which has more GitHub stars, opik or AutoGPT?
AutoGPT, with 187,891 stars; opik has 23,166.

The proof: Significant-Gravitas/AutoGPT on GitHub

Which has more tests, opik or AutoGPT?
AutoGPT, with 2,983 test files; opik has 2,703.

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

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

The proof: comet-ml/opik's commits on GitHub

Which has more commits signed by AI, opik or AutoGPT?
opik: an AI signed 19.7% of its commits, with Claude Code, GitHub Copilot, and Cursor; in AutoGPT, 16.8%.

The proof: the commits each tool signed in comet-ml/opik

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