Source: https://seerepo.com/compare/langflow-ai/langflow/vs/TencentCloud/Octop
Markdown source: https://seerepo.com/compare/langflow-ai/langflow/vs/TencentCloud/Octop.md
Description: langflow and Octop share 15 technologies: FastAPI, uvicorn, Vite, React, react-router-dom, Rich, cryptography, pyjwt, LangChain, Pydantic, react-syntax-highlighter, Lucide, react-markdown, remark-gfm, and react-pdf. langflow is written in Python and Octop in TypeScript.

# langflow vs Octop

langflow and Octop share 15 technologies: FastAPI, uvicorn, Vite, React, react-router-dom, Rich, cryptography, pyjwt, LangChain, Pydantic, react-syntax-highlighter, Lucide, react-markdown, remark-gfm, and react-pdf. langflow is written in Python and Octop in TypeScript.

- [langflow-ai/langflow](https://seerepo.com/r/langflow-ai/langflow): Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
- [TencentCloud/Octop](https://seerepo.com/r/TencentCloud/Octop): A smarter, self-hosted AI assistant — multi-user, multi-agent.

## What they share and what sets them apart

- In common: FastAPI, uvicorn, Vite, React, react-router-dom, Rich, cryptography, pyjwt, LangChain, Pydantic, react-syntax-highlighter, Lucide, react-markdown, remark-gfm, react-pdf
- Only in langflow: confluent-kafka, ibm-db, presto-python-client, pyarrow, lfx-datastax, langchain-astradb, oracledb, Redis, langchain-oracledb, lfx-oracle, pyiceberg, Google, OpenAI, fastmcp, starlette, a2wsgi, AIOHTTP, SQLAlchemy, google-auth, oauthlib, bcrypt, google-auth-oauthlib, firecrawl-py, langchain-openai, Langflow, MCP, ibm-watsonx-orchestrate-clients, lfx-google, toolguard, ibm-watsonx-orchestrate-core, langchain-anthropic, langchain-aws, langchain-google-community, langchain-google-genai, lfx-ibm, lfx-toolguard, langchain-cohere, langchain-ibm, lfx-anthropic, lfx-openai, ibm-watsonx-ai, langchain-ollama, langchain-plaid, lfx-amazon, litellm, exa-py, langchain-azure-ai, lfx-azure, lfx-cohere, lfx-ollama, .xlsx, pillow, defusedxml, pypdf, lfx-docling, markitdown, docling-core, jsonschema, msgspec, referencing, validators, stepflow-orchestrator, psutil, loguru, boto3, structlog, Tailwind CSS, class-variance-authority, tailwind-merge, xyflow, Radix UI, ag-grid-community, ag-grid-react, Framer, react-hotkeys-hook, use-stick-to-bottom, vanilla-jsoneditor, ace-builds, Headless UI, Chakra UI, cmdk, elkjs, openseadragon, react-ace, react-day-picker, react-error-boundary, react-sortablejs, reactflow, react-icons, @radix-ui/react-icons, @ag-ui/client, rehype-mathjax, dompurify, rehype-sanitize, ansi-to-html, rehype-raw
- Only in Octop: scalar-fastapi, Electron, questionary, argon2-cffi, edge-tts, segno, classnames, antd-style, antd, react-virtuoso, recharts, @monaco-editor/react, xterm, Mermaid, motion, Ant Design, qrcode.react, @aiden0z/pptx-renderer, docx-preview, katex, rehype-katex, remark-math, xlsx, Less

## Side by side

| | langflow | Octop |
|---|---|---|
| Size | 1,456,825 lines written, 3,943 code files | 512,726 lines written, 1,521 code files |
| Who writes it | 1.5% of its commits signed by AI. With Claude Code, CodeRabbit, GitHub Copilot, Cursor, Codex, and Warp | 34.9% of its commits signed by AI. With Cursor and Claude Code |
| Activity | Last push November 12, 2026, 17,668 commits, 156,550 stars | Last push November 11, 2026, 816 commits, 11,924 stars |
| Tests | 3,123 test files. 35.4% of its code files have a test that imports them | 941 test files. 53.3% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, langflow or Octop?

langflow, with 1,456,825 lines written; Octop has 512,726.

The proof: [langflow-ai/langflow's code at commit 2cf9ce8](https://github.com/langflow-ai/langflow/tree/2cf9ce808afa6ad3f41aa5f6b47bdcb1927cde84)

### Which has more GitHub stars, langflow or Octop?

langflow, with 156,550 stars; Octop has 11,924.

The proof: [langflow-ai/langflow on GitHub](https://github.com/langflow-ai/langflow)

### Which has more tests, langflow or Octop?

langflow, with 3,123 test files; Octop has 941.

The proof: [langflow-ai/langflow's code at commit 2cf9ce8](https://github.com/langflow-ai/langflow/tree/2cf9ce808afa6ad3f41aa5f6b47bdcb1927cde84)

### Which was updated more recently, langflow or Octop?

langflow: its last push was on November 12, 2026, and Octop's on November 11, 2026.

The proof: [langflow-ai/langflow's commits on GitHub](https://github.com/langflow-ai/langflow/commits)

### Which has more commits signed by AI, langflow or Octop?

Octop: an AI signed 34.9% of its commits, with Cursor and Claude Code; in langflow, 1.5%.

The proof: [the commits each tool signed in TencentCloud/Octop](https://seerepo.com/r/TencentCloud/Octop/ai)

## Sources

- langflow-ai/langflow: Read on November 12, 2026, at commit 2cf9ce8 (https://github.com/langflow-ai/langflow/tree/2cf9ce808afa6ad3f41aa5f6b47bdcb1927cde84)
- TencentCloud/Octop: Read on November 11, 2026, at commit cd17e8d (https://github.com/TencentCloud/Octop/tree/cd17e8d3551a22e6757f11e030879420243c089f)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.