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LangGraph

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Stateful AI agent orchestration

An open-source orchestration framework for designing and deploying long-running, stateful AI agents as graph structures. With state persistence, human-in-the-loop, and short- and long-term memory, it controls complex multi-step agent workflows.

Open sourceAPI availableCommercial use OK
Edge

vs. similar tools: Its advantage is graph-based state persistence that enables pause-and-resume, rollback, and audit trails, making it strong for production agents.

Overview

At a glance

  • Graph-based state persistence enables pause-resume and rollback
  • Human-in-the-loop plus short/long-term memory for multi-step control
  • MIT-licensed library, free to self-host
  • Weak Korean support, so learning material leans English
  • Managed runtime is billed separately on usage
  • Best for: Dev teams that need fine control over stateful production agents
Read more

LangGraph is an open-source orchestration framework for designing and deploying long-running, stateful AI agents as graph structures. With state persistence, human-in-the-loop, and short- and long-term memory, it fits development teams that want to control complex multi-step workflows directly, beyond simple calls.

Its strength is control. With a control rating of 93, you can shape an agent's flow in fine detail, and graph-based state persistence makes it possible to pause and resume work, roll back, and keep an audit trail. An ecosystem rating of 92 means it is flexible whether used on its own or wired together with LangChain and LangSmith. Because it is an MIT-licensed library you can self-host it at no cost, which greatly lowers the barrier to entry.

That said, Korean support is on the weaker side, so docs and learning material are English-centric, and with an ease-of-use rating of 76 there is a learning curve to getting comfortable with graph concepts and state design. It is also worth knowing that using the managed deployment and runtime adds usage-based billing separate from the library.

Those who only want to prototype quickly or build agents without code are better off looking at simpler tools as well.

Pricing

PlanMonthly priceLimits
Open Source$0/moMIT-licensed library, free to use
LangGraph Platform--

Specs

API
Yes
Open source
Yes
Self-hosting
Available
Korean support
Not supported
Commercial use
Allowed

Popularity

Buzz and recognition on absolute thresholds

78

Absolute-threshold score

78

High confidence6/6 signals

Hacker News buzzGoogle TrendsYouTube recent resultsnpm downloadsGitHub starsVerified public benchmarkHacker News buzz Criterion: Sum of Hacker News story points from strict title matches. Raw value: 492 pts Absolute-threshold score: 6.4/10 Updated: 2026-06-13Google Trends Criterion: Google Trends relative search interest over the past 30 days. Raw value: 56 / 100 Absolute-threshold score: 6/10 Updated: 2026-06-13YouTube recent results Criterion: YouTube Data API recent video search result estimate over the past 30 days. Raw value: 23,957 results Absolute-threshold score: 8.4/10 Updated: 2026-06-13npm downloads Criterion: npm package downloads over the past month for configured developer packages. Raw value: 10,063,860 downloads Absolute-threshold score: 9.2/10 Updated: 2026-06-13GitHub stars Criterion: GitHub stargazers for the public repository, when available. Raw value: ★ 34,539 Absolute-threshold score: 8.7/10 Updated: 2026-06-13Verified public benchmark Criterion: Public adoption evidence confirmed from official sites, official docs, filings, company announcements, or credible reporting. Raw value: Widespread enterprise adoption by named companies reported at LangGraph v1.0 Absolute-threshold score: 8/10 Updated: 2025-11-01

Each axis maps to a 1-10 absolute threshold where 10 means broadly recognizable. Collected: 2026-06-13.

Verified public benchmark: Widespread enterprise adoption by named companies reported at LangGraph v1.0 (as of 2025-11-01) Source

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Compare LangGraph

Last updated: 2026-05-30

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