Developer Tools · head to head
Cortex vs OpsLevel
Cortex
Developer Tools
Internal developer portal that scores service ownership and maturity rather than just cataloguing services
- From
- On request
- Rated
- -
OpsLevel
Developer Tools
Internal developer portal that scores service ownership and production readiness
- From
- On request
- Rated
- -
The short version
- 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.; OpsLevel opsLevel does not publish prices at all, not even a starting figure, so you cannot size a budget or compare against Backstage's zero licence cost without entering a sales cycle.
- They diverge on capability: Cortex covers Scorecards, OpsLevel covers Scorecards and rubric.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Cortex and OpsLevel actually diverge.
Identical on both: starting price (On request), pricing model (quote), free tier (No), 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
- Scorecards
- Initiatives
- Self-service templates
- Query language
- Eng intelligence
- Integrations layer
- On-call and ownership mapping
Only in OpsLevel
- Scorecards and rubric
- Checks
- Campaigns
- Self-service actions
- Slack and Teams integration
- Catalogue auto-enrichment
- Deployment on request
Both cover
- Service catalogue
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 OpsLevel
- An organisation where ownership of production services is genuinely unknown after reorganisations or acquisitionsnot OpsLevel
- Enforcing production readiness standards on new services at creation time rather than at incident reviewnot OpsLevel
- Replacing a self-hosted Backstage that is consuming a full-time engineer or two just to stay upgradednot OpsLevel
OpsLevel
- A platform team that needs to prove every production service has a named owner and an on-call rota before an auditnot Cortex
- Driving a fleet-wide migration such as a runtime upgrade across 400 services with a deadline and visible progressnot Cortex
- Giving developers a paved road to create a new service from a template without waiting on the platform teamnot Cortex
- An organisation where an incident took an hour to route because nobody could identify the owning teamnot 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.
OpsLevel
- OpsLevel does not publish prices at all, not even a starting figure, so you cannot size a budget or compare against Backstage's zero licence cost without entering a sales cycle.
- The Standard plan caps at 50 users, which is below the size at which service ownership becomes a real problem, so most genuine buyers land on Enterprise and its unpublished pricing.
- Scores are only as honest as the metadata teams maintain; where ownership records go stale the rubric produces confident numbers about a catalogue that no longer reflects reality, and leadership acts on them.
- It reports on quality rather than producing it, so it can generate friction between platform teams who set the rubric and product teams who see it as a scoreboard imposed on them without extra headcount to fix the findings.
- As a hosted product it needs read access to source control, cloud accounts and observability tooling, which is a meaningful vendor review in regulated environments; on-premises exists but only on the Enterprise tier.
Pricing, plan by plan
Cortex
On request- Cortex$undefined/year
- Service catalogue and ownership mapping
- Scorecards and initiatives
- Self-service templates
OpsLevel
On request- Standard$undefined/year
- Up to 50 users
- Unlimited catalogued components
- Scorecards, campaigns and the global rubric
- Enterprise$undefined/year
- Unlimited users
- Custom integrations
- Customisable dashboards
Which should you pick?
Questions people ask
- Is Cortex or OpsLevel better?
- Neither clearly leads. Cortex starts at On request and OpsLevel at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Cortex or OpsLevel?
- Cortex starts at On request and OpsLevel at On request.
- Does Cortex or OpsLevel run on more platforms?
- Cortex runs on Web, API. OpsLevel runs on Web.
- 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 OpsLevel is typically brought in for.
- What can Cortex do that OpsLevel cannot?
- Cortex covers Scorecards, Initiatives, Self-service templates, Query language. OpsLevel covers Scorecards and rubric, Checks, Campaigns, Self-service actions. Both handle Service catalogue.
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.
OpsLevel: How much does OpsLevel cost?
It does not publish pricing. Billing is per developer using the portal, with volume discounts, and a quote requires a sales conversation.
Cortex: Is pricing published?
No. Cortex requires a sales conversation and prepares a custom proposal.
OpsLevel: How does it compare with Backstage?
Backstage has no licence fee but you staff a team to build and run it. OpsLevel is hosted with checks, campaigns and scorecards out of the box, and you pay per developer instead.
Cortex: Can it self-host?
It is offered as a hosted product; on-premise arrangements are handled through sales rather than published.
OpsLevel: Does it require writing catalogue YAML by hand?
No. It auto-discovers and enriches entries from connected systems, though teams still curate ownership and metadata.
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.
OpsLevel: Can it run on premises?
Yes, but only on the Enterprise plan.
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