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Developer Tools · head to head

Cortex vs Yellowfin

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
Yellowfin logo

Yellowfin

Business Intelligence

Action-based business intelligence

From
$50/month
Free plan
No
Visit YellowfinFull review

The short version

  • Yellowfin is an action-based BI platform.
  • Yellowfin starts at $50/mo; Cortex prices on request.
  • Only Cortex lists service catalogue; only Yellowfin lists automated Analysis.
  • Where Yellowfin falls short: the pricing page publishes no rate, no minimum and no per-user price; every model ends in a Get Pricing form.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Cortex and Yellowfin actually diverge.

Attributes where Cortex and Yellowfin differ
AttributeCortexYellowfin
Starting priceOn request$50/month
Pricing modelQuoteSubscription
PlatformsWeb, APIWeb, iOS, Android, Embedded
CategoryDeveloper ToolsBusiness Intelligence

Identical on both: free tier (No).

Not yet recorded: founded for Cortex.

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 Yellowfin

  • Automated Analysis
  • Data Stories
  • Collaboration
  • Signals
  • Embedded Analytics
  • Salesforce
  • Google Analytics
  • SQL Server

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 Yellowfin
  • An organisation where ownership of production services is genuinely unknown after reorganisations or acquisitionsnot Yellowfin
  • Enforcing production readiness standards on new services at creation time rather than at incident reviewnot Yellowfin
  • Replacing a self-hosted Backstage that is consuming a full-time engineer or two just to stay upgradednot Yellowfin

Yellowfin

  • Embedding white-labelled dashboards and analytics into a software productnot Cortex
  • Enterprise reporting with automated business monitoring and alertingnot Cortex
  • Data storytelling and guided natural language querying for business usersnot 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

Yellowfin

  • The pricing page publishes no rate, no minimum and no per-user price; every model ends in a Get Pricing form
  • One of the three embedded models is a revenue share, so Yellowfin takes a cut of the revenue your analytics module earns
  • Another model prices by server core, so scaling deployment hardware raises the licence cost independently of users
  • Getting a quote requires submitting a form with a marketing consent checkbox and a user-count band rather than seeing a rate card

Pricing, plan by plan

Cortex

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

Yellowfin

$50/month
  • Team$50/mo
    • Dashboards
    • Stories
    • Collaboration
  • EnterpriseFree
    • Advanced Features
    • Embedding
    • Custom SLA

Which should you pick?

Choose Cortex if

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

Choose Yellowfin if

  • You need automated analysis.
  • You work on Web, iOS, Android, Embedded.
  • You also want data stories.
Yellowfin review

Questions people ask

Is Cortex or Yellowfin better?
Neither clearly leads. Cortex starts at On request and Yellowfin at $50/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cortex or Yellowfin?
Cortex starts at On request and Yellowfin at $50/month.
Does Cortex or Yellowfin run on more platforms?
Cortex runs on Web, API. Yellowfin runs on Web, iOS, Android, Embedded.
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 Yellowfin is typically brought in for.
What can Cortex do that Yellowfin cannot?
Cortex covers Service catalogue, Scorecards, Initiatives, Self-service templates. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals.

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.

Yellowfin: What pricing models does Yellowfin offer?

Yellowfin offers three flexible models for embedded analytics: Aligned Utility Model (price per unit), Revenue Share Model (based on analytics revenue value), and Server Core (fixed price based on server deployment).

Source
Cortex: Is pricing published?

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

Yellowfin: Is Yellowfin pricing predictable and scalable?

Yes, Yellowfin pricing is simple, predictable and scalable with no hidden costs or surprises.

Source
Cortex: Can it self-host?

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

Yellowfin: Are there limits on user access or development environments?

No limitations exist on access to functionality across users. There are also no limits on dev and test licenses, ensuring DevOps is covered.

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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