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Business Intelligence · head to head

Fabi vs Zebra BI

Fabi logo

Fabi

Business Intelligence

AI notebooks combining SQL, Python and no-code for small data teams

From
Free
Rated
-
Full reviewWebsite
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

The short version

  • Each has a real cost: Fabi fabi is an early-stage company with a small team, so the durability risk is real and there is no obvious migration path for Smartbooks if it stops trading.; 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.
  • They diverge on capability: Fabi covers Smartbooks, Zebra BI covers IBCS-compliant visuals.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

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

Attributes where Fabi and Zebra BI differ
AttributeFabiZebra BI
Pricing modelPer user per monthPer year by licensed user count
PlatformsWebWeb, Windows, macOS

Identical on both: starting price (Free), free tier (Yes), 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 Fabi

  • Smartbooks
  • Smart Reports
  • AI analysis
  • Scheduled runs
  • Database connectors
  • Viewer seats

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.

Fabi

  • A single analyst at a startup fielding ad hoc questions faster than dashboards can be built for themnot Zebra BI
  • An operations team that needs Python for a one-off analysis but has to hand the result to non-technical colleaguesnot Zebra BI
  • Replacing a set of scheduled Jupyter notebooks that nobody outside the data team can read or rerunnot Zebra BI
  • Exploratory work against a warehouse where building a semantic model first would cost more than the answer is worthnot Zebra BI

Zebra BI

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

Where each one falls short

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

Fabi

  • Fabi is an early-stage company with a small team, so the durability risk is real and there is no obvious migration path for Smartbooks if it stops trading.
  • There is no meaningful governance layer: no data catalogue, no certified metric definitions and limited lineage, so it does not scale to an organisation that needs a single agreed number.
  • The free and Builder tiers cap AI requests, and the daily cap on Starter is reached quickly during genuine exploratory work.
  • Connector counts are limited by tier, so the Builder plan at 39 dollars connects to exactly one data source, which is rarely enough in practice.
  • It overlaps heavily with what Snowflake, Databricks and Hex now ship natively, so a company already paying for one of those is buying a fourth notebook interface.

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

Fabi

Free
  • StarterFree
    • One builder seat
    • Ten dashboard viewers
    • Five Smartbooks
  • Builder$39/month
    • Twenty-five Smart Report viewers
    • Ten Smartbooks with workflows
    • One data connector
  • Team$199/month
    • Four builder seats, extra seats at 39 USD
    • Fifty viewers
    • Premium connector
  • Enterprise$undefined/year
    • Unlimited builder seats
    • Full connector access
    • Custom security 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 Fabi if

  • You need smartbooks.
  • You want to start without paying.
  • You also want smart reports.
Fabi 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 Fabi or Zebra BI better?
Neither clearly leads. Fabi starts at Free and Zebra BI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Fabi or Zebra BI?
Fabi starts at Free and Zebra BI at Free.
Does Fabi or Zebra BI run on more platforms?
Fabi runs on Web. Zebra BI runs on Web, Windows, macOS.
Can I use Fabi for free?
Both have a free tier, so you can try either at no cost before committing.
What is Fabi best used for?
Fabi is most often used for a single analyst at a startup fielding ad hoc questions faster than dashboards can be built for them, an operations team that needs python for a one-off analysis but has to hand the result to non-technical colleagues, replacing a set of scheduled jupyter notebooks that nobody outside the data team can read or rerun, exploratory work against a warehouse where building a semantic model first would cost more than the answer is worth. Of those, a single analyst at a startup fielding ad hoc questions faster than dashboards can be built for them and an operations team that needs python for a one-off analysis but has to hand the result to non-technical colleagues are not what Zebra BI is typically brought in for.
What can Fabi do that Zebra BI cannot?
Fabi covers Smartbooks, Smart Reports, AI analysis, Scheduled runs. Zebra BI covers IBCS-compliant visuals, Variance analysis, Small multiples, Integrated commentary.

Answered from the vendors’ own pages

Fabi: Is there a free plan?

Yes, a Starter tier with one builder, ten viewers, five Smartbooks and ten AI requests a day.

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.

Fabi: Do viewers cost money?

Viewers are bundled by tier rather than charged individually; builders are the priced seat.

Zebra BI: Is there a free version?

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

Fabi: Can I run arbitrary Python?

Yes, Smartbooks include Python cells alongside SQL and no-code steps.

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

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

Fabi: How many data connectors does the entry paid plan include?

One. Additional and premium connectors come with the Team tier.

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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