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Developer Tools · head to head

Cortex vs JFrog Artifactory

Cortex logo

Cortex

Developer Tools

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

From
On request
Rated
-
Full reviewWebsite
JFrog Artifactory logo

JFrog Artifactory

Developer Tools

The Universal Binary Repository

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only JFrog Artifactory has a free tier, so it costs nothing to try first.
  • Each has a real cost: 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.; JFrog Artifactory pro tier limited-time pricing at $50/month (regular rate $150/month); overages charged per GB at tiered rates
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Cortex and JFrog Artifactory actually diverge.

Attributes where Cortex and JFrog Artifactory differ
AttributeCortexJFrog Artifactory
Starting priceOn requestFree
Pricing modelquoteusage-based
Free tierNoYes
PlatformsWeb, APIWeb

Identical on both: user rating (Not yet rated), category (Developer 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 Cortex

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

Only in JFrog Artifactory

Nothing recorded that Cortex does not also cover.

What people use each for

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

Cortex

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

JFrog Artifactory

  • Governing AI models and agents in single source of truthnot Cortex
  • Syncing artifacts across federated repositories in multiple sitesnot Cortex
  • Blocking risky and non-compliant open-source packages proactivelynot Cortex
  • Automating source code vulnerability remediation in real-timenot Cortex
  • Collecting compliance evidence throughout software lifecyclenot Cortex

Where each one falls short

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

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.

JFrog Artifactory

  • Pro tier limited-time pricing at $50/month (regular rate $150/month); overages charged per GB at tiered rates
  • Enterprise+ plan requires custom quote; specific pricing not published
  • Consumption-based model adds unpredictability to monthly costs for variable storage needs

Pricing, plan by plan

Cortex

On request
  • Cortex$undefined/year
    • Service catalogue and ownership mapping
    • Scorecards and initiatives
    • Self-service templates

JFrog Artifactory

Free
  • Pro$50/month
    • Limited-time offer pricing (regularly $150/month)
    • 25 GB storage included monthly
    • Tiered overage pricing: $1.25 per GB at 25-1,204 GB usage
  • Enterprise X$950/month
    • 125 GB storage included
    • High availability and artifact federation
    • SSO and advanced security scanning included

Which should you pick?

Choose Cortex if

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

Choose JFrog Artifactory if

  • You want to start without paying.
JFrog Artifactory review

Questions people ask

Is Cortex or JFrog Artifactory better?
Neither clearly leads. Cortex starts at On request and JFrog Artifactory at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cortex or JFrog Artifactory?
JFrog Artifactory has a free tier; the other does not. Paid plans start at On request for Cortex and Free for JFrog Artifactory.
Does Cortex or JFrog Artifactory run on more platforms?
Cortex runs on Web, API. JFrog Artifactory runs on Web.
Can I use JFrog Artifactory for free?
Yes. JFrog Artifactory has a free tier, so you can try it without paying. Cortex starts at On request.
What is Cortex best used for?
Cortex is most often used for a platform team that needs to prove to leadership how far a kubernetes or framework migration has actually progressed across hundreds of services, an organisation where ownership of production services is genuinely unknown after reorganisations or acquisitions, enforcing production readiness standards on new services at creation time rather than at incident review, replacing a self-hosted backstage that is consuming a full-time engineer or two just to stay upgraded. Of those, a platform team that needs to prove to leadership how far a kubernetes or framework migration has actually progressed across hundreds of services and an organisation where ownership of production services is genuinely unknown after reorganisations or acquisitions are not what JFrog Artifactory is typically brought in for.
What can Cortex do that JFrog Artifactory cannot?
Cortex covers Service catalogue, Scorecards, Initiatives, Self-service templates.

Answered from the vendors’ own pages

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.

JFrog Artifactory: How much does JFrog Artifactory cost?

JFrog Artifactory Pro is currently $50 per month (limited-time rate; regular $150/month) with 25 GB included and $1.25 per GB for overages. Enterprise X starts at $950 per month with 125 GB included. Enterprise+ plans use custom pricing available through sales.

Source
Cortex: Is pricing published?

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

JFrog Artifactory: What are JFrog's data storage limits?

JFrog Artifactory charges based on consumption: Pro includes 25 GB monthly with tiered overage costs ($1.25/GB at 25-1,204 GB, $1.00/GB at 1,204-2,024 GB, $0.75/GB above 2,024 GB). Enterprise X includes 125 GB with similar tiered overages for additional storage.

Source
Cortex: Can it self-host?

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

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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