| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Webinar and virtual event platforms | Marketing | 0% | 16 of 41 | 25% | 8 | under 10 labels · led by Goldcast at 41% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 1 | 1 | 1 | 3 |
| Claude Opus 4.8 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Astra | 0 | 0 | 0 | 0 | 0 |
| GPT-5.6 Sol | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.1 Pro | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar Pro | 0 | 0 | 1 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“WebinarNinja is best overall for course creators who need an all-in-one solution” Claude Opus 4.8 · Webinars · comparative prompt · alternative
“WebinarNinja is a strong pick for live plus automated webinars at a cheap price” Claude Opus 5 · Webinars · budget prompt · alternative
“WebinarNinja or EasyWebinar (Best for Marketing & Lead Gen)” Gemini 3.1 Pro · Webinars · budget 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.
“reviewed as not recommended because of poorly implemented features and poor stream quality” Perplexity Sonar Pro · Webinars · negative prompt · hard negative
“reviewers report long refund delays after cancelling, and at least one reports buying a lifetime license that was later cancelled” Claude Opus 5 · 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 WebinarNinja, 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.