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AI · head to head

CoreWeave vs Kaltura

CoreWeave logo

CoreWeave

AI

Specialized cloud for GPU compute

From
$0.35/per-hour
Rated
-
Full reviewWebsite
Kaltura logo

Kaltura

Webinars

Video platform for learning, media, and engagement

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: CoreWeave gPU nodes are sold as full 8 GPU instances rather than single cards, so the entry cost for an H100 node is $49.24 an hour on demand; Kaltura no published pricing; vendor directs all inquiries to request quotes, demos, or trials
  • They diverge on capability: CoreWeave covers NVIDIA H100/A100, Kaltura covers Video creation.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which CoreWeave and Kaltura actually diverge.

Attributes where CoreWeave and Kaltura differ
AttributeCoreWeaveKaltura
Starting price$0.35/per-hourOn request
Pricing modelusage-basedsubscription
PlatformsCloudWindows, Mac, IOS, Android, Web
CategoryAIWebinars
Founded20172006

Identical on both: free tier (No), 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 CoreWeave

  • NVIDIA H100/A100
  • Kubernetes native
  • High bandwidth
  • Object storage
  • Kubernetes
  • Terraform
  • Cloud APIs
  • Cloud support

Only in Kaltura

  • Video creation
  • Live streaming
  • Analytics
  • Interactive content
  • Mobile apps
  • Canvas
  • Blackboard
  • Moodle

What people use each for

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

CoreWeave

  • Renting GPU compute for model training and inferencenot Kaltura
  • Running large scale AI workloads without buying hardwarenot Kaltura

Kaltura

  • Enterprise video portals and internal town hallsnot CoreWeave
  • Virtual classrooms and lecture capture for universitiesnot CoreWeave

Where each one falls short

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

CoreWeave

  • GPU nodes are sold as full 8 GPU instances rather than single cards, so the entry cost for an H100 node is $49.24 an hour on demand
  • Spot pricing is roughly 40% of on demand, at $19.71 an hour for the same H100 node, so predictable capacity carries a large premium
  • The newest hardware carries no published price and requires contacting sales
  • Discounts of up to 60% require committed usage agreements negotiated with sales
  • Only the GH200 is offered as a single GPU instance

Kaltura

  • No published pricing; vendor directs all inquiries to request quotes, demos, or trials
  • Pricing is custom per customer with no rate information disclosed publicly

Pricing, plan by plan

CoreWeave

$0.35/per-hour
  • Standard$0.35/per-hour
    • Various GPU types
    • Kubernetes
  • EnterpriseFree
    • Dedicated clusters
    • Custom solutions

Kaltura

On request
  • Starter$400/month
    • Video library
    • Basic features
  • Professional$1000/month
    • Live streaming
    • Analytics
  • Enterprise$2500/month
    • Custom solutions
    • Support

Which should you pick?

Choose CoreWeave if

  • You need nvidia h100/a100.
  • You work on Cloud.
  • You also want kubernetes native.
CoreWeave review

Choose Kaltura if

  • You need video creation.
  • You work on Windows, Mac, IOS, Android, Web.
  • You also want live streaming.
Kaltura review

Questions people ask

Is CoreWeave or Kaltura better?
Neither clearly leads. CoreWeave starts at $0.35/per-hour and Kaltura at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CoreWeave or Kaltura?
CoreWeave starts at $0.35/per-hour and Kaltura at On request.
Does CoreWeave or Kaltura run on more platforms?
CoreWeave runs on Cloud. Kaltura runs on Windows, Mac, IOS, Android, Web.
What is CoreWeave best used for?
CoreWeave is most often used for renting gpu compute for model training and inference, running large scale ai workloads without buying hardware. Of those, renting gpu compute for model training and inference and running large scale ai workloads without buying hardware are not what Kaltura is typically brought in for.
What can CoreWeave do that Kaltura cannot?
CoreWeave covers NVIDIA H100/A100, Kubernetes native, High bandwidth, Object storage. Kaltura covers Video creation, Live streaming, Analytics, Interactive content.

Answered from the vendors’ own pages

CoreWeave: How much does CoreWeave cost?

CoreWeave does not publish pricing on its website. The company uses a quote-based pricing model and directs customers to contact their sales team directly to discuss pricing options and customized solutions.

Source
Kaltura: How much does Kaltura cost?

Kaltura does not publish pricing online. The vendor offers custom pricing based on solutions selected, requiring customers to request quotes or book demos through their website.

Source
CoreWeave: How can I get a quote from CoreWeave?

To obtain CoreWeave pricing, you must contact their sales team directly through the Contact Us option on their website. They will provide a customized quote based on your specific compute and infrastructure requirements.

Source
Kaltura: Can I try Kaltura before purchasing?

Kaltura offers free trial access, but specific trial terms, duration, and feature restrictions are not stated on the pricing page. Contact Kaltura to request a trial and learn about specific offerings.

Source
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