Zero of fourteen models named Creem first on the direct prompt; one named 2Checkout. Creem was named by eleven of the fourteen models and 2Checkout by nine and Creem carries 16 labels and 2Checkout 18, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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.
| 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 eight in this category shown.
“Creem is a merchant of record that has been reported to have issues with payment processing, with one user experiencing unexpected payment declines and customer account blocks.” Llama 4 Maverick · negative prompt · hard negative
“Do not use Creem/Dodo despite lower rates. Reliability > Margin here.” Qwen 3.7 Flash · budget prompt · hard negative
“Avoid Creem due to the reported payment and payout issues.” Mistral Small · negative prompt · hard negative
“The best merchant of record for a company with a limited budget is Creem, with a flat rate of 3.9% + 40¢ per successful transaction and no monthly fee.” Llama 4 Maverick · budget prompt · first choice
“For a truly limited budget: Creem offers the lowest published rates at 3.9% + $0.40 with no hidden fees.” Kimi K2 · budget prompt · first choice
“Creem is likely the best starting point if its eligibility and feature set fit your business” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Frequent complaints about high fees (similar to 5% range), slow support, and aggressive chargeback handling.” Grok 4.20 · negative prompt · hard negative
“it's less specialized for pure B2B SaaS compared to the others (G2 rating ~3.9)” Grok 4.20 · paraphrase prompt · soft negative
“PayPro Global and 2Checkout are recommended resellers that handle global sales tax and payments for mid-sized B2B companies” Llama 4 Maverick · paraphrase prompt · first choice
“I'd recommend starting with either Paddle or 2Checkout/Verifone” MiniMax M2.5 · direct prompt · first choice
“Provides global tax and financial services, including VAT management, payment processing, reconciliation, refunds, and chargebacks.” Mistral Small · paraphrase 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.