| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Course authoring tools | Learning and development | 2% | 12 of 86 | 15% | 20 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 1 | 5 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 3 | 0 | 1 | 4 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Rise 360 and Elucidat excel here” Kimi K2 · Course authoring tools · scale prompt · first choice
“Choose Easygenerator or Elucidat if you have multiple people ... collaborating on web-responsive courses” Gemini 3.5 Flash · Course authoring tools · comparative prompt · alternative
“Elucidat is an excellent choice. It is a cloud-based tool that excels at teamwork and version control.” Gemini 3.5 Flash · Course authoring tools · paraphrase prompt · alternative
“A highly collaborative, cloud-based platform that allows you to control brand guidelines centrally” Gemini 3.5 Flash · Course authoring tools · scale 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.
“What to avoid on a tight budget ... scale past a small budget quickly” DeepSeek V4 Flash · Course authoring tools · budget prompt · hard negative
“Over-templatized, high pricing, and restricted customization” Gemini 3.5 Flash · Course authoring tools · negative prompt · soft negative
“Elucidat (enterprise-scale, pricier at $1,650+)” Grok 4.1 Fast · Course authoring tools · direct 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 52 of the 67 answers that named Elucidat and are not a share of its labels.
235 of the 235 domain citations in answers naming Elucidat 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 Elucidat'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 Elucidat, 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 elucidat.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.