Tools · Comparison

LangChain vs Make (Integromat) vs Zapier AI

All three are automation tools. Here is what separates them.

	LangChain	Make (Integromat)	Zapier AI
What it is	The most widely used framework for building applications on language models, with tracing and evaluation alongside.	Visual automation platform connecting apps and building complex workflows with AI assistance.	Build and scale AI workflows and agents across 9,000+ apps with Zapier—the most connected AI orchestration platform. Trusted by 3 million+ businesses.
Category	Automation	Automation	Automation
Pricing	Freemium · Open source · LangSmith from $39/user/mo	Freemium · $9-$16/mo	Freemium · $19-$69/mo
How it bills	Per seat	Flat monthly	Flat monthly
Free tier	Yes	Yes	Yes
Rating	Not yet rated	4.4 from 3,200 reviews	4.3 from 4,800 reviews
Features	Python and JavaScript libraries LangGraph for stateful agents LangSmith tracing and evaluation Very wide integration coverage Large community	Visual workflow builder 1,500+ integrations AI scenario creation Conditional logic Data transformation Error handling HTTP modules Webhook support	Natural language automation 7,000+ app connections AI actions in workflows Chatbots builder Tables database Conditional logic Multi-step zaps Team collaboration
What works	Enormous ecosystem and documentation Observability tooling is genuinely good Model-agnostic	Powerful visual builder Complex workflow support Great value Better than Zapier for complexity Active community	Massive app library No-code setup AI-powered creation Reliable execution Great documentation
What does not	Abstractions add indirection API has churned across versions Easy to over-engineer with	Steeper learning curve Can be complex Fewer integrations than Zapier Execution time limits	Can be expensive Task limits on plans Complex workflows hard to debug Some app limitations

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