Softwr

Developer Tools · head to head

Cortex vs Deepnote

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
Deepnote logo

Deepnote

Business Intelligence

Collaborative cloud workspace for data analytics and machine learning

From
Free
Free plan
Yes
Visit DeepnoteFull review

The short version

  • Deepnote is a collaborative cloud-based workspace.
  • Deepnote starts at $39/mo; Cortex prices on request.
  • Only Cortex lists service catalogue; only Deepnote lists collaborative notebooks.
  • Where Deepnote falls short: free plan limited to 3 editors, restricting team usage.
  • Prices and features on this page were last checked on 31 August 2026.

Where they differ

Only the attributes on which Cortex and Deepnote actually diverge.

Attributes where Cortex and Deepnote differ
AttributeCortexDeepnote
Starting priceOn requestFree
Pricing modelQuoteSubscription with free tier
Free tierNoYes
CategoryDeveloper ToolsBusiness Intelligence

Identical on both: platforms (Web, API).

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 Deepnote

  • Collaborative notebooks
  • Interactive dashboards
  • Data agent building
  • Scheduled pipelines
  • Model management
  • 100+ integrations
  • GPU support
  • API deployment

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

Deepnote

  • Data exploration and analysis workflowsnot Cortex
  • Building interactive business intelligence dashboardsnot Cortex
  • Collaborative machine learning model developmentnot Cortex
  • Automating ETL and data pipeline orchestrationnot Cortex
  • Creating shareable reports without exportsnot 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

Deepnote

  • Free plan limited to 3 editors, restricting team usage
  • Limited revision history on free plan compared to competitors
  • Requires Team plan or higher for automated scheduling
  • GPU support incurs additional charges beyond base subscription
  • No mentioned offline capability

Pricing, plan by plan

Cortex

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

Deepnote

Free
  • FreeFree
    • Up to 3 editors
    • Up to 5 projects
    • Limited Deepnote AI
  • Team$39/mo
    • Unlimited viewers and notebooks
    • Full Deepnote AI access
    • Premium integrations
  • EnterpriseOn request
    • Everything in Team plan
    • Custom contracts
    • Priority support

Which should you pick?

Choose Cortex if

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

Choose Deepnote if

  • You need collaborative notebooks.
  • You want to start without paying.
  • You work on Web, API.
  • You also want interactive dashboards.
Deepnote review

Questions people ask

Is Cortex or Deepnote better?
Neither clearly leads. Cortex starts at On request and Deepnote at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cortex or Deepnote?
Deepnote has a free tier; the other does not. Paid plans start at On request for Cortex and Free for Deepnote.
Does Cortex or Deepnote run on more platforms?
Both run on Web, API, so platform support will not decide this one for you.
Can I use Deepnote for free?
Yes. Deepnote 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 Deepnote is typically brought in for.
What can Cortex do that Deepnote cannot?
Cortex covers Service catalogue, Scorecards, Initiatives, Self-service templates. Deepnote covers Collaborative notebooks, Interactive dashboards, Data agent building, Scheduled pipelines.

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.

Deepnote: What is included in the free Deepnote plan?

The free plan includes up to 3 editors, up to 5 projects, limited Deepnote AI, basic machines with 5 GB RAM, and 7-day revision history.

Source
Cortex: Is pricing published?

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

Deepnote: What data sources can Deepnote integrate with?

Deepnote integrates with 100+ data sources including major data warehouses like Snowflake, BigQuery, and Redshift, as well as BI platforms like Looker, Tableau, and Power BI.

Source
Cortex: Can it self-host?

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

Deepnote: Does Deepnote support collaboration?

Yes, Deepnote provides real-time collaborative notebooks where multiple team members can work simultaneously. The Team plan allows unlimited viewers and notebooks.

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.

Deepnote: What compliance certifications does Deepnote have?

Deepnote is SOC 2, HIPAA, GDPR, and CCPA compliant and offers role-based access control, single sign-on, and directory synchronization.

Source
Share

Related pages

More on Cortex

More on Deepnote

Keep looking

Other head to heads