| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| People analytics | Workforce planning and analytics | 0% | 97 of 99 | 55% | 11 | criticized challenger |
| Workforce planning | Workforce planning and analytics | 0% | 76 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 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 2 | 2 |
Verbatim evidence the judge attached to positive labels.
“The Technical Solution: Looker / Tableau + Data Warehouse” Qwen 3.7 Flash · People analytics · direct 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
“Powerful visualization, customizable dashboards, works with any data source, steep learning curve” GLM 4.7 FlashX · People analytics · comparative prompt · soft negative
“pipe data from their ATS ... into Microsoft PowerBI or Tableau... Cons: High maintenance” Qwen 3.7 Flash · People analytics · paraphrase prompt · soft negative
“do not have the resources to configure BI tools like Tableau or Power BI” Gemini 3.5 Flash · People analytics · paraphrase 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 12 of the 28 answers that named Tableau and are not a share of its labels.
Fifty-nine of the fifty-nine domain citations in answers naming Tableau 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 Tableau'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 Tableau, 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 tableau.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.