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Business Intelligence · head to head

Zebra BI vs Zenlytic

Zebra BI logo

Zebra BI

Business Intelligence

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

From
Free
Rated
-
Full reviewWebsite
Zenlytic logo

Zenlytic

Business Intelligence

Conversational analytics on a governed semantic layer that shows you the SQL it ran

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Zebra BI has a free tier, so it costs nothing to try first.
  • Each has a real cost: 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.; Zenlytic answer quality is bounded by the semantic model, so a team without a maintained dbt project and metric definitions must complete a modelling project before the AI is useful at all.
  • They diverge on capability: Zebra BI covers IBCS-compliant visuals, Zenlytic covers Zoe conversational agent.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

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

Attributes where Zebra BI and Zenlytic differ
AttributeZebra BIZenlytic
Starting priceFreeOn request
Pricing modelPer year by licensed user countquote
Free tierYesNo
PlatformsWeb, Windows, macOSWeb

Identical on both: user rating (Not yet rated), category (Business 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 Zebra BI

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

Only in Zenlytic

  • Zoe conversational agent
  • YAML semantic layer
  • LookML import
  • Row and column permissions
  • Dashboards
  • dbt integration
  • Embedded analytics
  • Query transparency

What people use each for

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

Zebra BI

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

Zenlytic

  • A data team of three fielding sixty ad hoc requests a week from operators who could answer them in chat insteadnot Zebra BI
  • An ecommerce company where merchandisers need cohort and margin questions answered without waiting for an analystnot Zebra BI
  • A Looker customer looking for an exit that can import existing LookML rather than remodel from scratchnot Zebra BI
  • A finance team that needs every AI-generated number to show its SQL before it goes in a board packnot Zebra BI

Where each one falls short

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

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.

Zenlytic

  • Answer quality is bounded by the semantic model, so a team without a maintained dbt project and metric definitions must complete a modelling project before the AI is useful at all.
  • It is a small venture-funded company in a category that Snowflake, Databricks and Microsoft are all building into natively, which is a real procurement risk on a multi-year contract.
  • Pricing is not published and is negotiated per deal, so small buyers have no benchmark and no leverage.
  • The visualisation and dashboard layer is thinner than established BI tools, so teams wanting pixel control over reporting will find it limiting.
  • It assumes a cloud data warehouse; organisations with data spread across operational databases and spreadsheets have to consolidate first, which is the expensive part of the project.

Pricing, plan by plan

Zebra BI

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

Zenlytic

On request
  • Zenlytic$undefined/year
    • Annual contract quoted by seats and deployment
    • Semantic layer, dashboards and Zoe included
    • Embedded analytics licensed separately

Which should you pick?

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

Choose Zenlytic if

  • You need zoe conversational agent.
  • You also want yaml semantic layer.
Zenlytic review

Questions people ask

Is Zebra BI or Zenlytic better?
Neither clearly leads. Zebra BI starts at Free and Zenlytic at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Zebra BI or Zenlytic?
Zebra BI has a free tier; the other does not. Paid plans start at Free for Zebra BI and On request for Zenlytic.
Does Zebra BI or Zenlytic run on more platforms?
Zebra BI runs on Web, Windows, macOS. Zenlytic runs on Web.
Can I use Zebra BI for free?
Yes. Zebra BI has a free tier, so you can try it without paying. Zenlytic starts at On request.
What is Zebra BI best used for?
Zebra BI is most often used for a controlling function standardising every management report on ibcs notation so variance is read the same way across divisions, monthly board packs where actual against budget against forecast must appear in one chart without three separate visuals, an excel-first finance team that wants ibcs charts without migrating to power bi, a powerpoint deck that needs charts to refresh from the underlying model rather than being pasted images. Of those, a controlling function standardising every management report on ibcs notation so variance is read the same way across divisions and monthly board packs where actual against budget against forecast must appear in one chart without three separate visuals are not what Zenlytic is typically brought in for.
What can Zebra BI do that Zenlytic cannot?
Zebra BI covers IBCS-compliant visuals, Variance analysis, Small multiples, Integrated commentary. Zenlytic covers Zoe conversational agent, YAML semantic layer, LookML import, Row and column permissions.

Answered from the vendors’ own pages

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.

Zenlytic: Does Zenlytic publish pricing?

No. Contracts are quoted annually based on seats and deployment scope.

Zebra BI: Is there a free version?

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

Zenlytic: Can it read my Looker model?

Yes, it imports LookML, which is the main reason Looker customers evaluate it.

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

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

Zenlytic: Does it write arbitrary SQL against my warehouse?

No. Queries are constrained to the semantic layer, and the generated SQL is shown with every answer.

Zebra BI: What is IBCS?

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

Zenlytic: Do I need dbt?

Not strictly, but the product is designed around a modelled warehouse and works poorly without one.

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