Every page is built from the vendor's own current wording — and closes with what twelve weeks of Forge building Forge actually measured: 1216 handoffs judged, 80 of them stopped.
At a glance
Not a feature checklist. These are the three questions that actually separate an agent runtime from a team you can hand work to — and the honest answer for each tool, in its own terms.
In depth
Each page opens with where that tool is genuinely strong, then names the one mechanism Forge has that it does not.
n8n gives you a canvas and 500+ integrations to wire agents together yourself, then keep that graph in sync as the job changes. Forge takes a brief in plain English, generates the team, and puts an independent management agent between every handoff — with the handoffs committed to your git repo.
Cursor gives you a coding agent — now a fleet of them — working your codebase, in an editor you have to be sitting at. Forge gives you a team of different roles with an independent management agent reviewing every handoff, running unattended, on work that is not only software.
LangGraph is a low-level framework for building agent runtimes — you write the graph. Forge is an operated system built on top of that idea: you describe a team in plain English, and a management agent judges every handoff before the next role sees it. One is a library. The other is a product.
The OpenAI Agents SDK has handoffs and guardrails too — so the lazy version of this comparison is wrong. The real difference: its handoff passes control between agents inside your code, while a Forge handoff is a work product a management agent judges and commits to your git repository.
Devin is one autonomous engineer with its own machine, reviewing its own work. Forge runs a team of named roles with an independent management agent judging every handoff — and commits that reasoning to your repository, where you can read it months later.
Factory's Droids already do adjustable autonomy, model routing and custom subagents — so this is not a feature-gap argument. The difference is that Forge puts an independent management agent between roles and commits every handoff to your repository, and runs work that is not software at all.
Replit turns a prompt into a running app on its own infrastructure, fast. Forge turns a description of a team into a process that runs unattended, has an independent agent judge every handoff, and leaves the whole record as commits in your own repository.
Method
Every claim about another tool is taken from that vendor's own current documentation or product page, in the wording they publish today.
Our evidence is one number from one real run: 1216 handoffs judged, 80 stopped. No invented baseline, no productivity percentage.
Cursor is an excellent coding agent, n8n is unmatched at integrations, LangGraph is right if you want to own the architecture. A comparison that concedes nothing is an advert.