| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Dashboards and data visualization | GTM data and infrastructure | 62% | 1 of 73 | 8% | 62 | endorsed leader |
| Customer intelligence and data science | GTM data and infrastructure | 2% | 13 of 158 | 0% | 5 | under 10 labels · led by Google Analytics 4 at 16% |
| Data warehouse and reverse ETL for marketing | GTM data and infrastructure | 0% | 98 of 100 | 100% | 2 | under 10 labels · led by Hightouch at 42% |
| Customer success platforms | Customer | 0% | 32 of 69 | 0% | 1 | under 10 labels · led by ChurnZero at 39% |
| Data management platforms | GTM data and infrastructure | 0% | 119 of 183 | 0% | 1 | under 10 labels · led by Segment at 18% |
| Product analytics | GTM data and infrastructure | 0% | 40 of 43 | 100% | 1 | under 10 labels · led by Amplitude at 30% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 3 | 2 | 0 | 0 | 5 |
| GPT-5.4 mini | 4 | 0 | 2 | 0 | 6 |
| Gemini 3.5 Flash | 3 | 2 | 1 | 1 | 7 |
| Perplexity Sonar | 3 | 1 | 2 | 0 | 6 |
| Grok 4.1 Fast | 5 | 0 | 0 | 0 | 5 |
| Mistral Small | 4 | 1 | 0 | 1 | 6 |
| DeepSeek V4 Flash | 5 | 1 | 0 | 0 | 6 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 3 | 1 | 1 | 1 | 6 |
| Kimi K2 | 3 | 1 | 2 | 2 | 8 |
| GLM 4.7 FlashX | 2 | 1 | 1 | 2 | 6 |
| MiniMax M2.5 | 4 | 0 | 3 | 1 | 8 |
Verbatim evidence the judge attached to positive labels.
“Microsoft Power BI is the best default choice because it offers broad capability, strong self-service dashboards, and low starting cost” Perplexity Sonar · BI & dashboards · direct prompt · first choice
“Microsoft Power BI is the strongest default: it's the most affordable, integrates seamlessly, and scales with self-service.” DeepSeek V4 Flash · BI & dashboards · direct prompt · first choice
“Strengths: Deep integration with Microsoft ecosystem (Excel, Azure, SQL Server), affordable pricing, AI Copilot features” MiniMax M2.5 · BI & dashboards · comparative prompt · first choice
“Power BI is probably the best all-around customer analytics and intelligence platform for a company with a limited budget.” GPT-5.4 mini · Customer intel · budget prompt · first choice
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.
“they lack native behavioral engines ... Avoid forcing your product team to use them” Gemini 3.5 Flash · Product analytics · negative prompt · hard negative
“Avoid entirely: ... Power BI Pro for scaling marketing teams” Kimi K2 · Warehouse & ETL · negative prompt · hard negative
“Power BI Limitations: ... Complex DAX syntax that's difficult to learn ... Slower performance with large datasets” GLM 4.7 FlashX · BI & dashboards · negative prompt · soft negative
“While popular and affordable, users consistently report: - Severe performance lags with database connections” MiniMax M2.5 · BI & dashboards · negative 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 45 of the 227 answers that named Microsoft Power BI and are not a share of its labels.
113 of the 113 domain citations in answers naming Microsoft Power BI came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
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.