Zero of fourteen models named Rainforest first on the direct prompt; zero named Square. Rainforest was named by ten of the fourteen models and Square by seven and Rainforest carries 21 labels and Square 10, so the shares are not directly comparable.
Named in one category this edition.
Named in seven 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 embedded payments platforms page.
| 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. Three of four in this category shown.
“Rainforest is recommended for fast go-live and is purpose-built for vertical SaaS.” Llama 4 Maverick · paraphrase prompt · first choice
“Rainforest is purpose-built payfac-as-a-service for vertical SaaS, with wholesale buy rates and the platform keeping the spread above cost.” Muse Glimmer 30B · direct prompt · alternative
“Rainforest if you want direct network connections and spread-ownership without the 2-4 month integration timeline.” GLM 4.7 FlashX · paraphrase prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Weaker for pure software-embedded/ISV use cases—better suited for hardware-integrated retail.” Grok 4.20 · negative prompt · soft negative
“Large processors like Stripe, PayPal, and Square often operate under an "aggregator" model” MiniMax M2.5 · negative prompt · soft negative
“Very small / in-person + online, no dev resources: Square Free plan.” Muse Glimmer 30B · budget prompt · first choice
“they build a secondary backup processor (like Square or Adyen) ready to go live if Stripe locks them out” Qwen 3.7 Flash · negative prompt · alternative
“Square/TBD, or Mollie (depending on geography) tend to have far better support infrastructure” DeepSeek V4 Flash · negative 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.