Business Intelligence · head to head
Mode vs Zebra BI
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
- Each has a real cost: Mode free tier limited to 4GB RAM and 1 CPU for SQL notebooks, insufficient for large datasets; 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: Mode covers SQL Editor, 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 Mode and Zebra BI actually diverge.
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 Mode
- SQL Editor
- Python/R Notebooks
- Interactive Reports
- Version Control
- Scheduling
- Snowflake
- Redshift
- BigQuery
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.
Mode
- Self-service analyticsnot Zebra BI
- Data explorationnot Zebra BI
- Ad-hoc reportingnot Zebra BI
- Collaborative analysisnot Zebra BI
- Embedded analyticsnot Zebra BI
Zebra BI
- A controlling function standardising every management report on IBCS notation so variance is read the same way across divisionsnot Mode
- Monthly board packs where actual against budget against forecast must appear in one chart without three separate visualsnot Mode
- An Excel-first finance team that wants IBCS charts without migrating to Power BInot Mode
- A PowerPoint deck that needs charts to refresh from the underlying model rather than being pasted imagesnot Mode
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Mode
- Free tier limited to 4GB RAM and 1 CPU for SQL notebooks, insufficient for large datasets
- Requires SQL knowledge for most analysis tasks, creating dependency on technical resources
- Paid plan pricing not publicly listed; requires sales consultation
- Recently acquired by ThoughtSpot in 2026, creating product direction uncertainty
- Limited customization options for visual aspects and embedded analytics
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
Mode
Free- FreeFree
- SQL Editor
- Python/R Notebooks
- Basic Charts
- Business$65/month
- Advanced Visualizations
- Collaboration
- Integrations
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 Mode if
- You need sql editor.
- You want to start without paying.
- You also want python/r notebooks.
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 Mode or Zebra BI better?
- Neither clearly leads. Mode 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, Mode or Zebra BI?
- Mode starts at Free and Zebra BI at Free.
- Does Mode or Zebra BI run on more platforms?
- Mode runs on Web. Zebra BI runs on Web, Windows, macOS.
- Can I use Mode for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Mode best used for?
- Mode is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Zebra BI is typically brought in for.
- What can Mode do that Zebra BI cannot?
- Mode covers SQL Editor, Python/R Notebooks, Interactive Reports, Version Control. Zebra BI covers IBCS-compliant visuals, Variance analysis, Small multiples, Integrated commentary.
Answered from the vendors’ own pages
Mode: What languages does Mode support for analysis?
Mode notebooks support SQL, Python (3.11 with pandas, NumPy, scikit-learn, matplotlib), and R (4.2.0 with ggplot2, dplyr, tidyr). Both Python and R allow additional library installation at runtime.
SourceZebra BI: Do report viewers need a licence?
Yes. All users, designers and viewers, need one. Only anonymous viewers of publicly published reports are exempt.
Mode: Can I integrate Mode notebook results into reports?
Yes. Mode allows adding notebook cell results directly to reports, with synchronized scheduling so reports re-run to keep data current.
SourceZebra BI: Is there a free version?
Yes, a single-user personal edition with Zebra BI branding and limited sharing.
Mode: Does Mode support collaborative analysis?
Yes. Mode notebooks provide moveable code blocks and markdown cells enabling exploratory analysis and team collaboration on data queries and visualizations.
SourceZebra 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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