Developer Tools · head to head
Cortex vs DashThis
Cortex
Developer Tools
Internal developer portal that scores service ownership and maturity rather than just cataloguing services
- From
- On request
- Free plan
- No
DashThis
Business Intelligence
Fixed-price marketing dashboards for agencies billed by dashboard, not by seat
- From
- $44/month
- Free plan
- No
The short version
- DashThis starts at $44/mo; Cortex prices on request.
- Only Cortex lists service catalogue; only DashThis lists unlimited users.
- Where DashThis falls short: there is no free tier at all, and the fourteen day trial is short for an agency wanting to rebuild forty client reports before committing.
- Prices and features on this page were last checked on 31 August 2026.
Where they differ
Only the attributes on which Cortex and DashThis actually diverge.
Identical on both: free tier (No).
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 DashThis
- Unlimited users
- Preset templates
- Multi-source widgets
- Calculated widgets
- White labelling
- Scheduled delivery
- Data source library
- Comment annotations
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 DashThis
- An organisation where ownership of production services is genuinely unknown after reorganisations or acquisitionsnot DashThis
- Enforcing production readiness standards on new services at creation time rather than at incident reviewnot DashThis
- Replacing a self-hosted Backstage that is consuming a full-time engineer or two just to stay upgradednot DashThis
DashThis
- A twenty-person agency that wants every account manager and every client to have a login without per-seat billingnot Cortex
- A PPC team producing the same monthly report for forty accounts and wanting it emailed automaticallynot Cortex
- An in-house marketing lead who needs one cross-channel view for the board without involving a data teamnot Cortex
- An SEO consultancy white labelling client reports under its own domain and sending addressnot 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
DashThis
- Dashboards are the billing unit, so an agency that gives each client a summary and a channel detail view consumes its allowance at twice the expected rate and upgrades jump by roughly a hundred dollars a step
- There is no data warehouse, SQL layer or real data modelling, so anything requiring joins beyond simple multi-source widgets has to be done in another tool first
- Historical data depends on what each connected API will return, so switching to DashThis does not retroactively give you years of comparable history
- There is no free tier at all, and the fourteen day trial is short for an agency wanting to rebuild forty client reports before committing
- Visualisation options are limited to a fixed widget set, so clients who want a specific chart type or layout often cannot get it
Pricing, plan by plan
Cortex
On request- CortexOn request
- Service catalogue and ownership mapping
- Scorecards and initiatives
- Self-service templates
DashThis
$44/month- Individual$44/mo
- 3 dashboards
- 15 data sources
- Unlimited users
- Professional$139/mo
- 10 dashboards
- 40 data sources
- Unlimited users
- Business$279/mo
- 25 dashboards
- 100 data sources
- Unlimited users
- Standard$429/mo
- 50 dashboards
- 200 data sources
- Unlimited users
Which should you pick?
Choose Cortex if
- You need service catalogue.
- You work on Web, API.
- You also want scorecards.
Questions people ask
- Is Cortex or DashThis better?
- Neither clearly leads. Cortex starts at On request and DashThis at $44/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Cortex or DashThis?
- Cortex starts at On request and DashThis at $44/month.
- Does Cortex or DashThis run on more platforms?
- Cortex runs on Web, API. DashThis 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 DashThis is typically brought in for.
- What can Cortex do that DashThis cannot?
- Cortex covers Service catalogue, Scorecards, Initiatives, Self-service templates. DashThis covers Unlimited users, Preset templates, Multi-source widgets, Calculated widgets.
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.
DashThis: Does DashThis charge per user?
No. Every plan includes unlimited users and client viewers; you pay for dashboards and data sources.
Cortex: Is pricing published?
No. Cortex requires a sales conversation and prepares a custom proposal.
DashThis: Is there a free plan?
No. Pricing starts at 44 US dollars a month for three dashboards, after a short trial.
Cortex: Can it self-host?
It is offered as a hosted product; on-premise arrangements are handled through sales rather than published.
DashThis: Can I blend data from several ad accounts?
Yes, through multi-source widgets and calculated widgets, but there is no general purpose join or SQL layer.
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.
DashThis: Does it white label fully?
Yes, including logo, colours, sending email address and a custom domain on the higher plans.
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- DashThis vs Istio
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- DashThis vs SonarQube
- DashThis vs Ona (formerly Gitpod)
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- DashThis vs Vim
- DashThis vs WarpBuild
- DashThis vs Webpack
- DashThis vs Avo
- DashThis vs Azure DevOps
- DashThis vs Databox
- DashThis vs Klipfolio
- DashThis vs Reportz
- DashThis vs Luzmo
- DashThis vs Hex
- DashThis vs Cyfe
- DashThis vs Deepnote
- DashThis vs Grow
- DashThis vs Rill Data
- DashThis vs Dundas BI
- DashThis vs Cabin
- DashThis vs Geckoboard
- DashThis vs Glean
- DashThis vs Hebbia
- DashThis vs Holistics
- DashThis vs Jedox
- DashThis vs Logi Analytics
- DashThis vs NetBase Quid