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Business Intelligence · head to head

Glean vs Zebra BI

Glean logo

Glean

Business Intelligence

Work AI that Works

From
On request
Rated
-
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
-

The short version

  • Only Zebra BI has a free tier, so it costs nothing to try first.
  • Each has a real cost: Glean no pricing published on website; enterprise sales model requires demo request; 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.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

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

Attributes where Glean and Zebra BI differ
AttributeGleanZebra BI
Starting priceOn requestFree
Pricing modelquotePer year by licensed user count
Free tierNoYes
PlatformsWebWeb, Windows, macOS

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 Glean

Nothing recorded that Zebra BI does not also cover.

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.

Glean

  • Onboarding new employees across distributed teams to company knowledgenot Zebra BI
  • Maintaining centralized searchable intranet for compliance requirementsnot Zebra BI
  • Surfacing historical archived content for editorial and sales teamsnot Zebra BI
  • Creating AI agents through natural language without engineersnot Zebra BI
  • Reducing language model costs by filtering unnecessary datanot Zebra BI

Zebra BI

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

Where each one falls short

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

Glean

  • No pricing published on website; enterprise sales model requires demo request

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

Glean

On request

No published plan breakdown. See the Glean review.

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

Which should you pick?

Choose Glean if

Nothing in the data separates Glean from Zebra BI on the points above - pick on price and on how each one feels to use.

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.

Questions people ask

Is Glean or Zebra BI better?
Neither clearly leads. Glean 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, Glean or Zebra BI?
Zebra BI has a free tier; the other does not. Paid plans start at On request for Glean and Free for Zebra BI.
Does Glean or Zebra BI run on more platforms?
Glean 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. Glean starts at On request.
What is Glean best used for?
Glean is most often used for onboarding new employees across distributed teams to company knowledge, maintaining centralized searchable intranet for compliance requirements, surfacing historical archived content for editorial and sales teams, creating ai agents through natural language without engineers. Of those, onboarding new employees across distributed teams to company knowledge and maintaining centralized searchable intranet for compliance requirements are not what Zebra BI is typically brought in for.
What can Glean do that Zebra BI cannot?
Zebra BI covers IBCS-compliant visuals, Variance analysis, Small multiples, Integrated commentary.

Answered from the vendors’ own pages

Glean: How much does Glean cost?

Glean does not publish pricing on its website. The platform uses an enterprise sales model where customers request a demo and pricing is determined through direct consultation with the sales team.

Source
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.

Glean: Does Glean offer a free tier or trial?

No free tier information is available on Glean's website. Interested users must request a demo to learn about trial options and pricing.

Source
Zebra BI: Is there a free version?

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

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

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

Zebra BI: What is IBCS?

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

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