| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer support and helpdesk | Customer | 21% | 3 of 35 | 0% | 15 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 1 | 1 | 0 | 0 | 2 |
| Claude Opus 4.8 | 1 | 2 | 3 | 0 | 6 |
| GPT-6 Astra | 1 | 0 | 1 | 0 | 2 |
| GPT-5.6 Sol | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.1 Pro | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar Pro | 1 | 1 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Best overall: Zoho Desk ... offers the strongest balance of price, functionality, and room to grow” GPT-5.6 Sol · Helpdesk · budget prompt · first choice
“Zoho Desk is widely considered the best all-around helpdesk for companies on a tight budget.” Gemini 3.1 Pro · Helpdesk · budget prompt · first choice
“For a limited budget, the strongest all-around picks are Zoho Desk and Freshdesk” Perplexity Sonar Pro · Helpdesk · budget prompt · first choice
“Zoho Desk is arguably the strongest choice if affordability is your top priority.” Claude Opus 4.8 · Helpdesk · budget prompt · first choice
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.
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 Zoho Desk, 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.