AI · head to head
LangGraph vs Manus

Manus
AI
General-purpose AI agent executing multi-step tasks in a hosted environment
- From
- On request
- Rated
- -
The short version
- Only LangGraph has a free tier, so it costs nothing to try first.
- Each has a real cost: LangGraph steeper learning curve compared to high-level abstractions; Manus specific pricing and plan tiers not published on accessible pages; users must visit pricing page or contact sales
- Prices and features above were last checked on 29 August 2026.
Where they differ
Only the attributes on which LangGraph and Manus actually diverge.
Identical on both: user rating (Not yet rated), category (AI).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in LangGraph
- Human-in-the-loop controls
- Customizable workflows
- Memory management
- Token-by-token streaming
- Low-level control
- Multi-agent support
Only in Manus
Nothing recorded that LangGraph does not also cover.
What people use each for
The jobs each tool is most often brought in to do.
LangGraph
- Building production AI agents with auditable workflowsnot Manus
- Designing multi-agent systems for complex tasksnot Manus
- Implementing human oversight in autonomous systemsnot Manus
- Creating reliable agentic applications at scalenot Manus
Manus
- Autonomous research and report generationnot LangGraph
- Slide deck and presentation creation from requirementsnot LangGraph
- Website and graphic design automationnot LangGraph
- Game development and interactive content creationnot LangGraph
- Multi-step workflow automation via browser operatornot LangGraph
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
LangGraph
- Steeper learning curve compared to high-level abstractions
- Requires understanding of graph-based architecture
- Debugging complex workflows can be challenging
- Not optimized for simple, one-off use cases
Manus
- Specific pricing and plan tiers not published on accessible pages; users must visit pricing page or contact sales
- Organisational transition mid-2026; unclear how this affects feature stability or pricing continuity
- No clear free tier mentioned; access requires subscription from apparent launch
- Limited public documentation on capabilities and limitations
Pricing, plan by plan
LangGraph
Free- Open SourceFree
- MIT-licensed framework
- Self-hosted deployment
- Full API access
- LangGraph Platform$35/month
- Managed hosting
- Enterprise deployment
- Integrated tooling
Manus
On requestNo published plan breakdown. See the Manus review.
Which should you pick?
Choose LangGraph if
- You need human-in-the-loop controls.
- You want to start without paying.
- You work on Python, JavaScript, Web.
- You also want customizable workflows.
Questions people ask
- Is LangGraph or Manus better?
- Neither clearly leads. LangGraph starts at Free and Manus at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, LangGraph or Manus?
- LangGraph has a free tier; the other does not. Paid plans start at Free for LangGraph and On request for Manus.
- Does LangGraph or Manus run on more platforms?
- LangGraph runs on Python, JavaScript, Web. Manus runs on Web, iOS, Android, Desktop, Slack integration.
- Can I use LangGraph for free?
- Yes. LangGraph has a free tier, so you can try it without paying. Manus starts at On request.
- What is LangGraph best used for?
- LangGraph is most often used for building production ai agents with auditable workflows, designing multi-agent systems for complex tasks, implementing human oversight in autonomous systems, creating reliable agentic applications at scale. Of those, building production ai agents with auditable workflows and designing multi-agent systems for complex tasks are not what Manus is typically brought in for.
- What can LangGraph do that Manus cannot?
- LangGraph covers Human-in-the-loop controls, Customizable workflows, Memory management, Token-by-token streaming.
Answered from the vendors’ own pages
LangGraph: Is LangGraph free to use?
Yes. The core LangGraph framework is MIT-licensed and completely free. You only pay if you use the optional managed LangGraph Platform for hosting.
SourceManus: Where can I find Manus pricing information?
The Manus pricing page at manus.im/pricing mentions 'Manus Pricing Plans' with the tagline 'Less structure, more intelligence,' but specific pricing details and tier information are not published online. Contact Manus directly to discuss pricing options.
SourceLangGraph: What programming languages does LangGraph support?
LangGraph provides first-class support for Python and JavaScript, enabling cross-platform agent development.
SourceManus: Does Manus offer a team plan option?
Manus mentions a team plan option on its pricing page, but specific details about team size limits, per-seat costs, and features are not published. Interested customers should contact Manus sales to discuss team pricing.
SourceLangGraph: Can I deploy LangGraph in production?
Yes. LangGraph can be self-hosted on your own infrastructure or deployed through LangGraph Platform with enterprise support and SLA guarantees.
SourceManus: What features are available in Manus?
Manus offers AI design, slides, image generation, music generation, browser operator, and other creative automation features. Specific feature availability by pricing tier requires contacting Manus directly for custom pricing information.
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