| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Email marketing platforms conflict disclosed | Marketing | 6% | 4 of 36 | 17% | 12 | accepted challenger |
| Marketing automation and campaign management conflict disclosed | Marketing | 5% | 4 of 23 | 12% | 8 | under 10 labels |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 3 | 0 | 0 | 3 |
| Claude Opus 4.8 | 2 | 2 | 0 | 0 | 4 |
| GPT-6 Astra | 1 | 2 | 0 | 0 | 3 |
| GPT-5.6 Sol | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.1 Pro | 1 | 2 | 0 | 1 | 4 |
| Perplexity Sonar Pro | 0 | 3 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“If you're truly budget-constrained and just getting started, MailerLite or HubSpot's free tier are the safest bets” Claude Opus 4.8 · Marketing automation · budget prompt · first choice
“My starting picks would be MailerLite for straightforward newsletters” GPT-6 Astra · Email marketing · comparative prompt · first choice
“MailerLite is highly praised for affordability and ease of use” Gemini 3.1 Pro · Email marketing · negative prompt · first choice
“Best for: Best overall balance of features and affordability” Claude Opus 4.8 · Email marketing · 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.
“can be cheaper starting points, but they are generally less capable for advanced automation than ActiveCampaign” Perplexity Sonar Pro · Marketing automation · budget prompt · soft negative
“Very easy to use, but its free plan now supports only 250 subscribers and 2,500 monthly emails” GPT-5.6 Sol · Email marketing · budget prompt · soft negative
“it is no longer the "cheapest" option for beginners” Gemini 3.1 Pro · Email marketing · 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 MailerLite, 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.