Finance AI Index
Index Planning and analysis SaaS metrics › Databox vs Microsoft Power BI
SaaS metrics and analytics · September 2026 Edition

Databox vs Microsoft Power BI

One of twelve models named Databox first on the direct prompt; one named Microsoft Power BI. Databox was named by ten of the twelve models and Microsoft Power BI by seven and Databox carries 23 labels and Microsoft Power BI 14, so the shares are not directly comparable.

Databox

accepted challenger

Named in two categories this edition.

Microsoft Power BI

accepted challenger

Named in five categories this edition.

First-choice share10%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 11; printed, not drawn.
Labels2314A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Databox reading right to left. Rank and label count are printed, not drawn.ChartMogul was named alongside these two in nine of the twelve direct answers. ChartMogul vs Databox · ChartMogul vs Microsoft Power BI · ProfitWell Metrics vs Databox

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the saas metrics and analytics page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
DataboxFirst choices, of twelve modelsMicrosoft Power BI
Direct11
Paraphrase00
Comparative00
Budget-constrained30
Scale-constrained00
Negative001 against Databox · 1 against Microsoft Power BI
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Databox and Microsoft Power BI were named in the same answer thirty-nine times, of the 96 answers naming Databox and the 140 naming Microsoft Power BI. In those answers Microsoft Power BI took the first choice two times and Databox six.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Databox and Microsoft Power BI stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
Databox Microsoft Power BI first choice named as an alternative argued againstblank: not namedEach cell is one answer, Databox on the left and Microsoft Power BI on the right.

The direct prompt

The plain question, one answer per model, grouped by where Databox and Microsoft Power BI stood in it.

Databox first, Microsoft Power BI not the choice

1 of 12 modelsMicrosoft Power BI was named in the answer but not as the choice, or not at all.
GLM 4.7 FlashXChartMogul, Databox alternatives: HockeyStack, Maxio

Microsoft Power BI first, Databox not the choice

1 of 12 modelsDatabox was named in the answer but not as the choice, or not at all.
Mistral SmallMicrosoft Power BI, Tableau alternatives: Baremetrics, ChartMogul, Mixpanel

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniProfitWell Metrics alternatives: Amplitude, Looker, Microsoft Power BI, Mixpanel, Tableau
Perplexity SonarFairview alternatives: Databox, Microsoft Power BI
DeepSeek V4 FlashChartMogul alternatives: Baremetrics, Looker, Microsoft Power BI, ProfitWell / Paddle Retain, Sigma Computing
Kimi K2ChartMogul alternatives: Baremetrics, Databox, Looker Studio
MiniMax M2.5Baremetrics, ChartMogul alternatives: Microsoft Power BI

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5ChartMogul alternatives: Amplitude, Baremetrics, HubSpot Operations Hub, Looker
Gemini 3.5 FlashSubscript alternatives: ChartMogul, Equals, Maxio
Grok 4.1 FastChartMogul alternatives: Baremetrics, Looker Studio, Maxio, Paddle Retain, Stripe Sigma, Tableau/Power BI
Llama 4 Maverickno first choice
Qwen 3.7 FlashChartMogul alternatives: Catalyst, Paddle

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Databox leads by fourteen points.
Databox14%#3 of 10
Microsoft Power BI0%#– of 10
The full small business standing →
Mid-marketThe figures above
Databox leads by seven points.
Databox10%#4 of 11
Microsoft Power BI2%#6 of 11
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Databox2%#6 of 10
Microsoft Power BI2%#5 of 10
The full enterprise standing →

What the models said about Databox

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Avoid trying to build subscription metrics in generic Business Intelligence (BI) dashboards like Looker Studio, Tableau, or Databox” Gemini 3.5 Flash · negative prompt · hard negative
“The best SaaS metrics dashboard for a company with a limited budget is Databox, which offers a free plan and paid plans starting from $64/month.” Llama 4 Maverick · budget prompt · first choice
“the optimal solution is a combination of Databox (as your command center) and ChartMogul (as your revenue engine)” GLM 4.7 FlashX · direct prompt · first choice
“The Best All-In-One Dashboard: Databox ... Databox is the industry leader for free plans.” GLM 4.7 FlashX · budget prompt · first choice

What the models said about Microsoft Power BI

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“Be cautious: General-purpose BI tools (Power BI, Tableau, Looker) for SaaS metrics” DeepSeek V4 Flash · negative prompt · soft negative
“the best SaaS metrics dashboard is often a custom-built solution using Power BI or Tableau on top of a modern data warehouse” Mistral Small · direct prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.