Softwr

AI · head to head

Manus vs Ray

Manus logo

Manus

AI

General-purpose AI agent executing multi-step tasks in a hosted environment

From
On request
Free plan
No
Full reviewWebsite
Ray logo

Ray

Machine Learning

Scale AI and Python applications

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Ray has a free tier, so it costs nothing to try first.
  • Each has a real cost: Manus specific pricing and plan tiers not published on accessible pages; users must visit pricing page or contact sales; Ray windows support is beta and multi node Ray clusters are untested on Windows
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Manus and Ray actually diverge.

Attributes where Manus and Ray differ
AttributeManusRay
Starting priceOn requestFree
Pricing modelsubscriptionfreemium
Free tierNoYes
PlatformsWeb, iOS, Android, Desktop, Slack integrationLinux, Mac, Windows
CategoryAIMachine Learning
FoundedUnknown2019

Identical on both: user rating (Not yet rated).

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 Manus

Nothing recorded that Ray does not also cover.

Only in Ray

  • Distributed computing
  • Ray Train
  • Ray Tune
  • RLlib
  • Ray Serve
  • PyTorch
  • TensorFlow
  • Hugging Face

What people use each for

The jobs each tool is most often brought in to do.

Manus

  • Autonomous research and report generationnot Ray
  • Slide deck and presentation creation from requirementsnot Ray
  • Website and graphic design automationnot Ray
  • Game development and interactive content creationnot Ray
  • Multi-step workflow automation via browser operatornot Ray

Ray

  • Distributed AI model training and servingnot Manus
  • Large-scale data processingnot Manus
  • Reinforcement learning workloadsnot Manus
  • ML inference servingnot Manus

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

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

Ray

  • Windows support is beta and multi node Ray clusters are untested on Windows
  • Windows lacks copy on write forking, which raises memory requirements, and Ray code assumes UNIX filenames
  • Multi node clusters are untested on Apple Silicon Macs
  • The Java API is experimental and community supported only, and requires matching Java and Python versions
  • Python 3.13 support is beta

Pricing, plan by plan

Manus

On request

No published plan breakdown. See the Manus review.

Ray

Free
  • Open SourceFree
    • Full Ray framework
    • All libraries
    • Community support
  • Anyscale PlatformFree
    • Managed infrastructure
    • Enterprise support
    • SLAs

Which should you pick?

Choose Manus if

  • You work on Web, iOS, Android, Desktop, Slack integration.
Manus review

Choose Ray if

  • You need distributed computing.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want ray train.
Ray review

Questions people ask

Is Manus or Ray better?
Neither clearly leads. Manus starts at On request and Ray at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Manus or Ray?
Ray has a free tier; the other does not. Paid plans start at On request for Manus and Free for Ray.
Does Manus or Ray run on more platforms?
Manus runs on Web, iOS, Android, Desktop, Slack integration. Ray runs on Linux, Mac, Windows.
Can I use Ray for free?
Yes. Ray has a free tier, so you can try it without paying. Manus starts at On request.
What is Manus best used for?
Manus is most often used for autonomous research and report generation, slide deck and presentation creation from requirements, website and graphic design automation, game development and interactive content creation. Of those, autonomous research and report generation and slide deck and presentation creation from requirements are not what Ray is typically brought in for.
What can Manus do that Ray cannot?
Ray covers Distributed computing, Ray Train, Ray Tune, RLlib.

Answered from the vendors’ own pages

Manus: 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.

Source
Ray: Is Ray free?

Yes. Ray is free and open source software with over 34,800 GitHub stars and 1,000+ contributors. Users can download and use the Ray framework at no cost.

Source
Manus: 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.

Source
Ray: Is there a paid option for Ray?

Yes. Anyscale, the managed platform built by Ray's creators, offers paid tiers with enterprise features like governance and advanced tooling. Specific Anyscale pricing details are not listed on the Ray website.

Source
Manus: 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.

Source
Ray: Can I try Ray with credits?

Yes. New users can try Ray with $100 credit on Anyscale's managed platform to explore the service.

Source
Share

Related pages

More on Manus

More on Ray

Keep looking

Other head to heads