Three of fourteen models named Finix first on the direct prompt; one named Adyen for Platforms. Both were named by all fourteen models and Finix carries 44 labels and Adyen for Platforms 47, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 embedded payments platforms page.
Across every category in the November 2026 Edition, Finix and Adyen for Platforms were named in the same answer ninety-three times, of the 130 answers naming Finix and the 140 naming Adyen for Platforms. In those answers Adyen for Platforms took the first choice nineteen times and Finix eleven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Six of seven in this category shown.
“Explicitly called out in budget analysis as "Avoid for tight budgets: Finix ($250+/mo)"” Muse Glimmer 30B · negative prompt · hard negative
“Switch to a custom PayFac-as-a-Service (like Finix or Payrix) only once your platform processes >$10M+ in gross payment volume per year” Gemini 3.5 Flash · budget prompt · soft negative
“usually better once processing volume is high enough to justify custom pricing and additional integration work” Perplexity Sonar · budget prompt · soft negative
“I'd start with Finix. For a mid-sized company, it looks like a good balance of payment control and monetization options” GPT-6 Luna · paraphrase prompt · first choice
“Finix is the most frequently recommended fit for SaaS platforms and marketplaces embedding payments” Muse Glimmer 30B · paraphrase prompt · first choice
“Finix offers the best balance of control, compliance handling, and pricing transparency” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Providers like Adyen, Worldpay (Payrix), or legacy payment facilitators often require $1,000+ monthly minimum fees... Avoid these until you scale.” Gemini 3.5 Flash · budget prompt · hard negative
“usually better once processing volume is high enough to justify custom pricing and additional integration work” Perplexity Sonar · budget prompt · soft negative
“prioritize Stripe Connect or Adyen (though Adyen is more enterprise-oriented with potentially higher minimums)” Grok 4.20 · budget prompt · soft negative
“most SaaS and marketplace teams start with Stripe Connect or Adyen for Platforms for speed and compliance offload” Muse Glimmer 30B · comparative prompt · first choice
“the default starting point for platform embedded payments” Muse Glimmer 30B · direct prompt · first choice
“Choose Adyen when international acquiring, complex currencies, or omnichannel enterprise payments outweigh implementation speed.” Perplexity Sonar · direct 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.