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Databases · head to head

Cloudinary vs Cortex

Cloudinary logo

Cloudinary

Databases

Image and video API for developers

From
Free
Free plan
Yes
Visit CloudinaryFull review
Cortex logo

Cortex

Developer Tools

Internal developer portal that scores service ownership and maturity rather than just cataloguing services

From
On request
Free plan
No
Visit CortexFull review

The short version

  • Cloudinary starts at $99/mo; Cortex prices on request.
  • Where Cloudinary falls short: free plan includes only 25 monthly credits and is limited to 3 users and 1 account.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Cloudinary and Cortex actually diverge.

Attributes where Cloudinary and Cortex differ
AttributeCloudinaryCortex
Starting priceFreeOn request
Pricing modelFreemiumQuote
Free tierYesNo
PlatformsWebWeb, API
CategoryDatabasesDeveloper Tools

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 Cloudinary

Nothing recorded that Cortex does not also cover.

Only in Cortex

  • Service catalogue
  • Scorecards
  • Initiatives
  • Self-service templates
  • Query language
  • Eng intelligence
  • Integrations layer
  • On-call and ownership mapping

What people use each for

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

Cloudinary

  • Automating image transformations and delivery across multiple devicesnot Cortex
  • Generating AI-powered image captions and alternative text at scalenot Cortex
  • Transcoding and optimizing video with automatic subtitle generationnot Cortex
  • Building workflow automation for content teams without codingnot Cortex

Cortex

  • A platform team that needs to prove to leadership how far a Kubernetes or framework migration has actually progressed across hundreds of servicesnot Cloudinary
  • An organisation where ownership of production services is genuinely unknown after reorganisations or acquisitionsnot Cloudinary
  • Enforcing production readiness standards on new services at creation time rather than at incident reviewnot Cloudinary
  • Replacing a self-hosted Backstage that is consuming a full-time engineer or two just to stay upgradednot Cloudinary

Where each one falls short

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

Cloudinary

  • Free plan includes only 25 monthly credits and is limited to 3 users and 1 account
  • Enterprise plan pricing is custom; rates not published
  • Monthly billing is more expensive than annual; yearly plan is $89/month for Plus ($224/month for Advanced)

Cortex

  • Pricing is quote only, so a platform team cannot build a business case or compare against the true cost of self-hosted Backstage without entering a sales cycle first
  • The catalogue is only as accurate as the metadata you supply, so an organisation with inconsistent repository conventions spends its first quarter cleaning data before any scorecard means anything
  • Scorecards create political friction: publishing a per-team grade turns an engineering standard into a performance metric, and teams will game the rules rather than fix the underlying issue
  • It is closed source and hosted, so organisations with strict data residency or air-gap requirements have limited options compared with running Backstage themselves
  • Value scales with organisation size, so a company with fifty engineers and thirty services will find the catalogue tells them nothing they did not already know while still paying an enterprise contract

Pricing, plan by plan

Cloudinary

Free
  • FreeFree
    • Upload widget
    • API
    • Search
  • Plus$99/mo
    • All Free features
    • S3 bucket backup
    • Auto-tagging search
  • Advanced$249/mo
    • All Plus features
    • Custom domain (CNAME)
    • Optional HTTPS SSL
  • EnterpriseOn request
    • Multi-CDN infrastructure
    • Enterprise SLAs
    • Designated success manager

Cortex

On request
  • CortexOn request
    • Service catalogue and ownership mapping
    • Scorecards and initiatives
    • Self-service templates

Which should you pick?

Choose Cloudinary if

  • You want to start without paying.
Cloudinary review

Choose Cortex if

  • You need service catalogue.
  • You work on Web, API.
  • You also want scorecards.
Cortex review

Questions people ask

Is Cloudinary or Cortex better?
Neither clearly leads. Cloudinary starts at Free and Cortex at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cloudinary or Cortex?
Cloudinary has a free tier; the other does not. Paid plans start at Free for Cloudinary and On request for Cortex.
Does Cloudinary or Cortex run on more platforms?
Cloudinary runs on Web. Cortex runs on Web, API.
Can I use Cloudinary for free?
Yes. Cloudinary has a free tier, so you can try it without paying. Cortex starts at On request.
What is Cloudinary best used for?
Cloudinary is most often used for automating image transformations and delivery across multiple devices, generating ai-powered image captions and alternative text at scale, transcoding and optimizing video with automatic subtitle generation, building workflow automation for content teams without coding. Of those, automating image transformations and delivery across multiple devices and generating ai-powered image captions and alternative text at scale are not what Cortex is typically brought in for.
What can Cloudinary do that Cortex cannot?
Cortex covers Service catalogue, Scorecards, Initiatives, Self-service templates.

Answered from the vendors’ own pages

Cloudinary: What are included in Cloudinary's free plan?

Cloudinary's free plan includes upload widget, API access, search, remote fetch, auto-backup, revision tracking, image and video transformations, video transcoding, and CDN delivery. The free plan includes 25 monthly credits, 3 users, and 1 account with community support.

Source
Cortex: How is Cortex different from Backstage?

Backstage is an open source framework you build and staff. Cortex is a hosted product with scorecards and initiatives out of the box and no platform team required to keep it running.

Cloudinary: How does Cloudinary's credit system work?

Cloudinary credits measure usage: one credit equals 1,000 transformations, or 1 GB managed storage, or 1 GB image bandwidth, or 2 GB video bandwidth. The free plan grants 25 credits per month, Plus plan 225 monthly credits, and Advanced plan 600 monthly credits.

Source
Cortex: Is pricing published?

No. Cortex requires a sales conversation and prepares a custom proposal.

Cloudinary: What is the difference between Cloudinary Plus and Advanced plans?

Plus plan costs $99/month (or $89/month annually) and includes S3 backup, auto-tagging, and expedited support for up to 3 users across 2 accounts with 225 credits. Advanced is $249/month ($224/month annually), adds custom domain (CNAME) and SSL options for 5 users across 3 accounts with 600 credits.

Source
Cortex: Can it self-host?

It is offered as a hosted product; on-premise arrangements are handled through sales rather than published.

Cloudinary: Does Cloudinary offer annual billing discounts?

Yes. Cloudinary's annual billing provides discounts: Plus plan is $89/month when billed yearly (versus $99/month monthly), and Advanced plan is $224/month when billed yearly (versus $249/month monthly).

Source
Cortex: What is the main adoption risk?

Bad or missing service metadata. The catalogue and every scorecard on top of it inherit whatever quality your repositories already have.

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