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Langflow review

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Updated Nov 1, 2026. Review written Nov 1, 2026 from the project's own sources; usage data refreshed every Monday.

Langflow at a glance

Category
Agent frameworks
Website
www.langflow.org

Is Langflow growing? Usage data

In the week of Oct 25–31, 2026, Langflow ranked #332 on the Devtoolwatch Board and #36 in Agent frameworks, with a momentum score of 25 out of 100. Its main package had 8.3k downloads that week, −9% against its own 4-week average.

New GitHub stars per week for Langflow12 weeks from Aug 9, 2026: 344, 341, 335, 470, 413, 335, 273, 240, 254, 360, 297, 267 new stars, an average of 327 a week.Aug 9week of Oct 25
New GitHub stars per week for the last 12 weeks, from GitHub's stargazer history (today's stargazers by the week they starred).
Show the weekly numbers
New GitHub stars per week for Langflow
Week ofNew stars
Aug 9, 2026344
Aug 16, 2026341
Aug 23, 2026335
Aug 30, 2026470
Sep 6, 2026413
Sep 13, 2026335
Sep 20, 2026273
Sep 27, 2026240
Oct 4, 2026254
Oct 11, 2026360
Oct 18, 2026297
Oct 25, 2026267

The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.

Langflow alternatives

Other AI agent frameworks on the Board in the week of Oct 25–31, 2026, by momentum:

Agent frameworks ranked by momentum, the week of Oct 25–31, 2026
RankToolStarsDownloads/wk
#1Harness²Harness² is a Python framework from Google Research for recursive agent harnessing, refining an agent's prompts, tools, memory and…21.7k–
#2HyperFramesHyperFrames is an open-source framework that turns HTML, CSS, media, and seekable animations into deterministic MP4 videos, built for AI…76.6k1.5M
#3AgentScopeAgentScope is a Python agent framework with an SDK for building ReAct agents and an agent service backend with a web UI.35k51.4k
#4AG-UIAG-UI is an open, event-based protocol that standardizes how AI agents connect to user-facing frontend applications.16.9k4.6M
#5LangGraphLangGraph is a low-level orchestration framework and runtime for building, managing, and deploying long-running, stateful agents in…44.2k18.5M
#6BifrostOpen-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for…9.3k–

All AI agent frameworks, ranked

Langflow FAQ

How popular is Langflow?

Langflow has 156.2k GitHub stars as of Nov 1, 2026. It gained 267 new stars in the week of Oct 25–31, 2026, against a 12-week average of 327 a week. Its main package had 8.3k downloads that week, −9% against its own 4-week average. That made it #36 among AI agent frameworks on the Devtoolwatch Board.

What are the best alternatives to Langflow?

Other AI agent frameworks on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: Harness² (#1), HyperFrames (#2), AgentScope (#3), AG-UI (#4), LangGraph (#5). The alternatives table above has their numbers.

Sources

  1. Devtoolwatch Board, the week of Oct 25–31, 2026

Langflow README badge

Maintainers can show the tool's weekly Board rank in their README:

Devtoolwatch badge for Langflow

[![Devtoolwatch](https://index.devtoolwatch.com/badge/langflow.svg)](https://index.devtoolwatch.com/tools/langflow/)

How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].