| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Webinar and virtual event platforms | Marketing | 0% | 12 of 41 | 25% | 12 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 0 | 2 | 0 | 2 |
| Claude Opus 4.8 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Astra | 0 | 0 | 0 | 0 | 0 |
| GPT-5.6 Sol | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.1 Pro | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar Pro | 0 | 0 | 1 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Webex is worth including when large-event scale, interpretation, breakout sessions or an existing Cisco environment matter.” GPT-5.6 Sol · Webinars · scale prompt · alternative
“Best for: Enterprise-scale event lifecycle management and security.” Gemini 3.1 Pro · Webinars · comparative prompt · alternative
“Best for enterprise and multilingual broadcasts: Webex” GPT-5.6 Sol · Webinars · comparative prompt · alternative
“Provides a very stable, end-to-end event management suite” Gemini 3.1 Pro · Webinars · 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.
“one ranking says to skip it if you need a broad integration ecosystem or deep evergreen selling” Perplexity Sonar Pro · Webinars · negative prompt · soft negative
“Strong enterprise option, but Cisco documents numerous feature, device, chat and breakout limitations.” GPT-5.6 Sol · Webinars · negative prompt · soft negative
“it is notoriously heavy and overly complex for standard B2B marketing webinars” Gemini 3.1 Pro · Webinars · negative 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 Webex Webinars, 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.