| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Webinar and virtual event platforms | Marketing | 7% | 5 of 41 | 16% | 19 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 1 | 1 | 1 | 3 |
| Claude Opus 4.8 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Astra | 0 | 2 | 0 | 0 | 2 |
| GPT-5.6 Sol | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.1 Pro | 1 | 3 | 1 | 0 | 5 |
| Perplexity Sonar Pro | 1 | 2 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“A fantastic, user-friendly platform focused entirely on marketing outcomes” Gemini 3.1 Pro · Webinars · scale prompt · first choice
“the strongest *default* choice is Demio” Perplexity Sonar Pro · Webinars · direct prompt · first choice
“Demio is the best alternative and may be the better default choice for many mid-sized marketing teams” Perplexity Sonar Pro · Webinars · paraphrase prompt · alternative
“Demio is laser-focused on marketers... It is one of the best tools for converting attendees into buyers.” Gemini 3.1 Pro · Webinars · comparative 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.
“not doing enough to justify its above-average price” Perplexity Sonar Pro · Webinars · negative prompt · hard negative
“One caveat: it's a weaker choice if your presenters have unreliable internet connections” Claude Opus 5 · Webinars · comparative prompt · soft negative
“Polished webinar experience, but starts at $45/month annually for only 50 attendees” GPT-5.6 Sol · Webinars · budget prompt · soft negative
Claiming is free and changes nothing in the data. A claimed page gets a verified contact who is told when each edition publishes; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Demio, applied by version and listed in the change log; and a logo and one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or quadrants, any preview, or any say over which quotes appear. Sponsorship is separate: a sponsor funds categories or buyer dimensions and is named on what it funded, and the rules are the same for every sponsor.