Softwr

Developer Tools · head to head

OpsLevel vs Zebra 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
Zebra BI logo

Zebra BI

Business Intelligence

IBCS-based charting add-ins that replace native visuals in Power BI, Excel and PowerPoint

From
Free
Free plan
Yes
Visit Zebra BIFull review

The short version

  • Zebra BI starts at $50/mo; OpsLevel prices on request.
  • Only OpsLevel lists service catalogue; only Zebra BI lists IBCS-compliant visuals.
  • Prices and features on this page were last checked on 31 August 2026.

Where they differ

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

Attributes where OpsLevel and Zebra BI differ
AttributeOpsLevelZebra BI
Starting priceOn requestFree
Pricing modelQuotePer year by licensed user count
Free tierNoYes
PlatformsWebWeb, Windows, macOS
CategoryDeveloper ToolsBusiness Intelligence

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 Zebra BI

  • IBCS-compliant visuals
  • Variance analysis
  • Small multiples
  • Integrated commentary
  • Excel and PowerPoint add-in
  • Free personal edition

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 Zebra BI
  • Driving a fleet-wide migration such as a runtime upgrade across 400 services with a deadline and visible progressnot Zebra BI
  • Giving developers a paved road to create a new service from a template without waiting on the platform teamnot Zebra BI
  • An organisation where an incident took an hour to route because nobody could identify the owning teamnot Zebra BI

Zebra BI

  • A controlling function standardising every management report on IBCS notation so variance is read the same way across divisionsnot OpsLevel
  • Monthly board packs where actual against budget against forecast must appear in one chart without three separate visualsnot OpsLevel
  • An Excel-first finance team that wants IBCS charts without migrating to Power BInot OpsLevel
  • A PowerPoint deck that needs charts to refresh from the underlying model rather than being pasted imagesnot 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

Zebra BI

  • Every viewer needs a licence, not only report authors, so distributing a report to fifty managers means buying the fifty-user bracket regardless of how few people build reports
  • Power BI and Office are licensed separately, so a finance team using both Excel and Power BI pays two subscriptions for the same chart grammar
  • The visuals deliberately restrict chart types to enforce IBCS, which makes Zebra BI unsuitable for exploratory analysis or any team that wants unconventional visualisations
  • List prices rise after the first year on the discounted tiers, so the second-year renewal is materially higher than the figure that got the purchase approved
  • As a third-party custom visual it depends on Microsoft not changing the Power BI visuals API, and organisations with locked-down tenants often need IT approval before a custom visual can be used at all

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

Zebra BI

Free
  • PersonalFree
    • Single user
    • Zebra BI branding on visuals
    • Limited sharing and collaboration
  • Power BI Starter$50/mo
    • Ten users
    • No watermark
    • Standard support
  • Power BI Business$316/mo
    • Fifty users
    • Business feature set
    • Priority support
  • Office Starter$68/mo
    • Ten users
    • Excel and PowerPoint add-ins
    • Billed annually

Which should you pick?

Choose OpsLevel if

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

Choose Zebra BI if

  • You need ibcs-compliant visuals.
  • You want to start without paying.
  • You work on Web, Windows, macOS.
  • You also want variance analysis.
Zebra BI review

Questions people ask

Is OpsLevel or Zebra BI better?
Neither clearly leads. OpsLevel starts at On request and Zebra BI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, OpsLevel or Zebra BI?
Zebra BI has a free tier; the other does not. Paid plans start at On request for OpsLevel and Free for Zebra BI.
Does OpsLevel or Zebra BI run on more platforms?
OpsLevel runs on Web. Zebra BI runs on Web, Windows, macOS.
Can I use Zebra BI for free?
Yes. Zebra 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 Zebra BI is typically brought in for.
What can OpsLevel do that Zebra BI cannot?
OpsLevel covers Service catalogue, Scorecards and rubric, Checks, Campaigns. Zebra BI covers IBCS-compliant visuals, Variance analysis, Small multiples, Integrated commentary.

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.

Zebra BI: Do report viewers need a licence?

Yes. All users, designers and viewers, need one. Only anonymous viewers of publicly published reports are exempt.

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.

Zebra BI: Is there a free version?

Yes, a single-user personal edition with Zebra BI branding and limited sharing.

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.

Zebra BI: Are Excel and Power BI covered by one licence?

No. The Office add-in and the Power BI visuals are separate subscriptions.

OpsLevel: Can it run on premises?

Yes, but only on the Enterprise plan.

Zebra BI: What is IBCS?

International Business Communication Standards, a notation standard for business charts that Zebra BI implements by default.

Share

Related pages

More on OpsLevel

More on Zebra BI

Keep looking

Other head to heads