Zero of fourteen models named Dodo Payments first on the direct prompt; zero named Gumroad. Dodo Payments was named by eleven of the fourteen models and Gumroad by twelve and Dodo Payments carries 17 labels and Gumroad 22, so the shares are not directly comparable.
Named in four categories this edition.
Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the merchants of record page.
Across every category in the October 2026 Edition, Dodo Payments and Gumroad were named in the same answer fourteen times, of the 48 answers naming Dodo Payments and the 48 naming Gumroad. In those answers Gumroad took the first choice one time and Dodo Payments three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Lowest published headline rate: Dodo Payments... Try Dodo if your priority is the lowest published fee” GPT-6 Luna · budget prompt · first choice
“Dodo Payments looks like the strongest low-budget option at 4% + 40¢ with no monthly fees” Perplexity Sonar · budget prompt · first choice
“the best merchant of record for a company with a limited budget is Dodo Payments” GLM 4.7 FlashX · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Important Note: Avoid Gumroad ... Gumroad is significantly more expensive for a budget-conscious company.” Qwen 3.7 Flash · budget prompt · hard negative
“For Stability: Avoid Gumroad if you need predictable T+1 payouts.” Qwen 3.7 Flash · negative prompt · hard negative
“Avoid for tiny budgets: ... Gumroad (8-10%)” Grok 4.1 Fast · budget prompt · hard negative
“such as Freemius, Gumroad, Lemon Squeezy, or Whop” Llama 4 Maverick · budget prompt · first choice
“Lowest-Risk Option for Testing: Gumroad ... Caveat: Much more expensive at scale.” Kimi K2 · budget prompt · alternative
“Gumroad is especially simple, but its Discover fee is substantial.” GPT-6 Luna · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.