| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Org charts and org design | Workforce planning and analytics | 0% | 73 of 81 | 67% | 3 | under 10 labels · led by ChartHop at 27% |
| Course authoring tools | Learning and development | 0% | 83 of 86 | 100% | 2 | under 10 labels · led by Articulate 360 at 22% |
| 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 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 2 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
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.
“Avoid them for ongoing workforce management.” Gemini 3.5 Flash · Org charts · negative prompt · hard negative
“While Microsoft Word, PowerPoint, and basic drawing apps are excellent for making a *one-time* graphic, they are hazardous for managing an active org chart.” Qwen 3.7 Flash · Org charts · negative prompt · soft negative
“While you can use Microsoft Word, it is generally cautionary for technical documentation that requires version control or multi-format output” GLM 4.7 FlashX · Course authoring tools · negative prompt · soft negative
“Word is amazing for office docs, but terrible for publishing books or complex reports.” Qwen 3.7 Flash · Course authoring tools · 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 4 of the 7 answers that named Microsoft Word and are not a share of its labels.
Fourteen of the fourteen domain citations in answers naming Microsoft Word 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 Word'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 Word, 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 microsoft.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.