Antvia Intelligence
vs Power BI
Power BI is the most widely deployed BI tool in the mid-market, and for a small team it is genuinely hard to beat. The question is what happens when reporting stops being for a small team.
Who arrives here
You already have Power BI. It works. But the licence bill climbs every year with headcount rather than with value, every new dashboard seems to need somebody who knows the tool, and the monthly meeting still has two people bringing different numbers for the same thing.
That is three separate problems, and only the first one is about price.
What each one charges for
| They charge you for | Power BI | Antvia | Why it matters |
|---|---|---|---|
| Compute and volume | Not charged | Not charged | More data or more refreshes, bigger bill |
| Users | Charged | Not charged | Every extra reader costs money, forever |
| Queries | Not charged | Not charged | Asking more questions costs more |
| Sources | Not charged | Charged | Each maintained connection meters |
| Metrics | Not charged | Charged | Each published definition meters |
This is the structural difference and it barely moves, unlike list prices. Power BI charges for people. Antvia charges for maintained sources and published metrics, and never for readers.
Where the crossover sits
There is a point where the two lines cross. Where exactly it falls depends on your reader count and on what you actually negotiated, so anyone quoting you a specific number has guessed at both. What does not change is which side of it you are on. Below the crossover, Power BI is simply cheaper and you should buy it. Above it, every additional person who wants to see a number is a line on an invoice that renews forever, and the finance conversation becomes an argument about who really needs access.
That argument is the actual cost. The store manager who would benefit most from a weekly number is usually the first person cut, because it is the easiest saving to justify.
The honest split
- Every metric defined once, so two reports cannot disagree
- Unlimited readers, because there is no per-seat cost at any tier
- Row filters and column masks enforced in the query, not hidden in the dashboard
- Arc and Leap: a decision recorded against a metric, then measured
- Excel integration that nothing else in the category matches
- An enormous market of templates, consultants and people who already know it
- Deep Microsoft 365 and Teams embedding, so reports land where people already are
- Materially cheaper for a small report audience
Two dashboards that disagree
The problem nobody budgets for is not licensing. It is that gross margin means one thing in the finance report and something slightly different in the sales report, because two people built two calculations that were each individually reasonable.
Power BI can be disciplined about this. Shared datasets and certified semantic models exist and they work. But the discipline is a practice rather than a constraint: nothing stops somebody building a new measure in a new report, and in a mid-market business without a data team, somebody always does.
Antvia makes it structural. A metric is defined once, and every dashboard, every plain-English question and every recorded decision reads that same definition. Two dashboards cannot disagree because there is nothing left to disagree about.
What Power BI genuinely does better
Excel. It is not close, and if your finance team lives in Excel that single fact may decide this for you. Beyond that, there is a very large market of consultants, templates and people who already know the tool, which lowers the cost of everything you want to build. And the Teams and Microsoft 365 embedding puts reports where people already are, which matters more than feature lists suggest.
We do not have any of that, and pretending otherwise would waste your time.
Questions we get asked
Can we run both? Yes, and several customers do. Antvia serves the governed metrics and the decision loop, Power BI stays for the analyst-built exploratory work. It is a reasonable end state.
Does Antvia replace our warehouse too? Only if you want it to. Antvia Intelligence runs on Antvia Data, and also on Snowflake, Databricks and BigQuery.
What about Fabric? Different question, because Fabric changes the licensing shape at the capacity threshold. We have written that one up separately.