| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Email marketing platforms conflict disclosed | Marketing | 67% | 1 of 36 | 23% | 26 | endorsed leader |
| Marketing automation and campaign management conflict disclosed | Marketing | 64% | 1 of 23 | 28% | 32 | criticized default |
| Attribution and marketing mix modeling | Marketing | 0% | 11 of 82 | 0% | 7 | under 10 labels |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 5 | 3 | 3 | 3 | 14 |
| Claude Opus 4.8 | 5 | 3 | 2 | 1 | 11 |
| GPT-6 Astra | 4 | 3 | 0 | 3 | 10 |
| GPT-5.6 Sol | 4 | 1 | 1 | 3 | 9 |
| Gemini 3.1 Pro | 6 | 1 | 0 | 4 | 11 |
| Perplexity Sonar Pro | 4 | 2 | 3 | 1 | 10 |
Verbatim evidence the judge attached to positive labels.
“I'd choose HubSpot Marketing Hub Professional as the best balance of capability, usability, implementation effort, and cost.” GPT-5.6 Sol · Marketing automation · paraphrase prompt · first choice
“HubSpot Marketing Hub: (Enterprise tier) Exceptional usability, great all-in-one tool, integrates well with almost everything.” Gemini 3.1 Pro · Marketing automation · scale prompt · first choice
“If you want an All-in-One Growth Platform: Choose HubSpot for the best user experience and an integrated CRM.” Gemini 3.1 Pro · Marketing automation · comparative prompt · first choice
“For most mid-market B2B software companies: HubSpot Marketing Hub Professional is the default right choice.” Claude Opus 5 · Email marketing · direct 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.
“Verdict: Avoid if you do not have a clear path to high revenue or if you only need a standalone email marketing tool.” Gemini 3.1 Pro · Email marketing · negative prompt · hard negative
“The Verdict: Avoid if you don't have high profit margins or a dedicated enterprise budget.” Gemini 3.1 Pro · Marketing automation · negative prompt · hard negative
“advanced Marketing Hub automation moves to Professional pricing—around $800/month plus required onboarding—making it less suitable for a tightly constrained budget” GPT-5.6 Sol · Marketing automation · budget prompt · soft negative
“A specific warning about HubSpot: ... real automation lives in Marketing Hub Professional, which historically jumps to several hundred dollars a month” Claude Opus 5 · Marketing automation · 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 HubSpot Marketing Hub, 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.