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Developer Tools · head to head

OpsLevel vs Power BI

OpsLevel logo

OpsLevel

Developer Tools

Internal developer portal that scores service ownership and production readiness

From
On request
Free plan
No
Visit OpsLevelFull review
Power BI logo

Power BI

Business Intelligence

Business analytics by Microsoft

From
Free
Free plan
Yes
Visit Power BIFull review

The short version

  • Power BI starts at $14/user/mo; OpsLevel prices on request.
  • Only OpsLevel lists service catalogue; only Power BI lists AI-powered Insights.
  • Where Power BI falls short: free tier cannot publish or share reports; Pro tier required for collaboration.
  • Prices and features on this page were last checked on 31 August 2026.

Where they differ

Only the attributes on which OpsLevel and Power BI actually diverge.

Attributes where OpsLevel and Power BI differ
AttributeOpsLevelPower BI
Starting priceOn requestFree
Free tierNoYes
PlatformsWebWeb, Windows, macOS, iOS, Android
CategoryDeveloper ToolsBusiness Intelligence

Not yet recorded: pricing model for Power BI, founded for OpsLevel.

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 OpsLevel

  • Service catalogue
  • Scorecards and rubric
  • Checks
  • Campaigns
  • Self-service actions
  • Slack and Teams integration
  • Catalogue auto-enrichment
  • Deployment on request

Only in Power BI

  • AI-powered Insights
  • Natural Language Queries
  • Real-time Dashboards
  • Paginated Reports
  • Mobile Apps
  • Excel
  • Azure
  • Dynamics 365

What people use each for

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

OpsLevel

  • A platform team that needs to prove every production service has a named owner and an on-call rota before an auditnot Power BI
  • Driving a fleet-wide migration such as a runtime upgrade across 400 services with a deadline and visible progressnot Power BI
  • Giving developers a paved road to create a new service from a template without waiting on the platform teamnot Power BI
  • An organisation where an incident took an hour to route because nobody could identify the owning teamnot Power BI

Power BI

  • Self-service analyticsnot OpsLevel
  • Data explorationnot OpsLevel
  • Ad-hoc reportingnot OpsLevel
  • Collaborative analysisnot OpsLevel
  • Embedded analyticsnot OpsLevel

Where each one falls short

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

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

Power BI

  • Free tier cannot publish or share reports; Pro tier required for collaboration
  • Free tier cannot schedule automatic data refreshes
  • Offline capabilities limited to local Power BI Desktop; cloud service always requires internet
  • Data refresh capped at 8 times per day on Pro tier without Premium Per User

Pricing, plan by plan

OpsLevel

On request
  • StandardOn request
    • Up to 50 users
    • Unlimited catalogued components
    • Scorecards, campaigns and the global rubric
  • EnterpriseOn request
    • Unlimited users
    • Custom integrations
    • Customisable dashboards

Power BI

Free
  • FreeFree
    • Local report creation in Power BI Desktop
    • Cannot publish or share
    • No scheduled refreshes
  • Power BI Pro$14/user/mo
    • Publish and share reports
    • Up to 8 scheduled refreshes/day
    • Collaborate with other Pro users
  • Premium Per User$24/user/mo
    • All Pro features
    • Up to 48 scheduled refreshes/day
    • Copilot integration

Which should you pick?

Choose OpsLevel if

  • You need service catalogue.
  • You also want scorecards and rubric.
OpsLevel review

Choose Power BI if

  • You need ai-powered insights.
  • You want to start without paying.
  • You work on Web, Windows, macOS, iOS, Android.
  • You also want natural language queries.
Power BI review

Questions people ask

Is OpsLevel or Power BI better?
Neither clearly leads. OpsLevel starts at On request and Power BI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, OpsLevel or Power BI?
Power BI has a free tier; the other does not. Paid plans start at On request for OpsLevel and Free for Power BI.
Does OpsLevel or Power BI run on more platforms?
OpsLevel runs on Web. Power BI runs on Web, Windows, macOS, iOS, Android.
Can I use Power BI for free?
Yes. Power BI has a free tier, so you can try it without paying. OpsLevel starts at On request.
What is OpsLevel best used for?
OpsLevel is most often used for a platform team that needs to prove every production service has a named owner and an on-call rota before an audit, driving a fleet-wide migration such as a runtime upgrade across 400 services with a deadline and visible progress, giving developers a paved road to create a new service from a template without waiting on the platform team, an organisation where an incident took an hour to route because nobody could identify the owning team. Of those, a platform team that needs to prove every production service has a named owner and an on-call rota before an audit and driving a fleet-wide migration such as a runtime upgrade across 400 services with a deadline and visible progress are not what Power BI is typically brought in for.
What can OpsLevel do that Power BI cannot?
OpsLevel covers Service catalogue, Scorecards and rubric, Checks, Campaigns. Power BI covers AI-powered Insights, Natural Language Queries, Real-time Dashboards, Paginated Reports.

Answered from the vendors’ own pages

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.

Power BI: Can I use Power BI Desktop offline?

Power BI Desktop runs locally and can edit reports offline, but publishing to the service and refreshing cloud data sources requires internet connection. Offline reports show cached data from the last refresh.

Source
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.

Power BI: What are the data refresh limits for each tier?

Power BI Premium Per User allows up to 48 scheduled refreshes per day, while Pro tier is limited to 8 scheduled refreshes per day. Free tier cannot schedule automatic refreshes.

Source
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.

Power BI: Can I use Power BI Free with shared data sources?

Free tier users can create local reports in Power BI Desktop but cannot publish to the Power BI Service for collaboration. Publishing requires Power BI Pro ($14/user/month).

Source
OpsLevel: Can it run on premises?

Yes, but only on the Enterprise plan.

Power BI: Is SSO available and on which plan?

SSO is available on Power BI Premium Per User ($24/user/month) and Fabric capacity plans through Azure AD integration.

Source
Power BI: What does Copilot require in Power BI?

Copilot for natural language queries and automatic report generation requires Power BI Premium Per User or Fabric capacity pricing, not available on Pro or Free tiers.

Source
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