| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| People analytics | Workforce planning and analytics | 0% | 80 of 99 | 46% | 13 | criticized challenger |
| Workforce planning | Workforce planning and analytics | 0% | 72 of 89 | 100% | 1 | under 10 labels · led by ChartHop at 31% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 2 | 3 |
Verbatim evidence the judge attached to positive labels.
“Build custom dashboards in Power BI or Looker Studio to save on software licensing fees.” Gemini 3.5 Flash · People analytics · budget prompt · alternative
“Offers maximum flexibility and data sovereignty (data stays in your own tenant).” Qwen 3.7 Flash · People analytics · comparative prompt · alternative
“Power BI Pro ($14/seat)” MiniMax M2.5 · People analytics · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“basic BI templates (such as generic PowerBI or Tableau HR dashboards) ... lack automated data pipelines” Gemini 3.5 Flash · People analytics · negative prompt · soft negative
“You build the data model yourself; highest flexibility but highest implementation effort.” MiniMax M2.5 · People analytics · direct prompt · soft negative
“High maintenance... Only recommend this if your company already employs a data scientist” Qwen 3.7 Flash · People analytics · paraphrase prompt · soft negative
“DIY BI: Power BI/Looker \u2014 only if you have a real analyst resource.” DeepSeek V4 Flash · People analytics · scale prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 18 of the 33 answers that named Microsoft Power BI and are not a share of its labels.
Seventy-six of the seventy-six domain citations in answers naming Microsoft Power BI came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Microsoft Power BI's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Microsoft Power BI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at microsoftpowerbi.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.