Eleven of fourteen models named Stripe Connect first on the direct prompt; zero named Tilled. Stripe Connect was named by fourteen of the fourteen models and Tilled by six and Stripe Connect carries 67 labels and Tilled 14, so the shares are not directly comparable.
Named in five 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 October 2026 Edition, Stripe Connect and Tilled were named in the same answer forty times, of the 214 answers naming Stripe Connect and the 42 naming Tilled. In those answers Tilled took the first choice three times and Stripe Connect twenty-four.
| 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. Six of eight in this category shown.
“here are the embedded payments platforms you should approach with caution or avoid... Stripe (including Stripe Payments & Stripe Connect)” Mistral Small · negative prompt · hard negative
“Key avoidances: Don't start with Stripe Connect if you're already mid-sized — you'll leave significant revenue on the table.” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Avoid if you are building a marketplace with high transaction volumes or high-risk sub-merchants.” DeepSeek V4 Flash · negative prompt · hard negative
“Stripe Connect remains the default entry point for bootstrapped startups and companies with tight budgets because it eliminates almost all upfront expenses.” Gemini 3.5 Flash · budget prompt · first choice
“For most mid-market B2B companies, Stripe is the best choice due to its balance of ease of integration, scalability, and comprehensive feature set.” Mistral Small · direct prompt · first choice
“The dominant leader, particularly favored by SaaS companies... Choose Stripe Connect if you are building a software marketplace, app, or B2B platform” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Tilled / Payabli are the most frequently recommended mid-market PFaaS options” Muse Glimmer 30B · paraphrase prompt · first choice
“Recommended: Tilled (for most mid-sized B2B SaaS)” DeepSeek V4 Flash · paraphrase prompt · first choice
“Tilled is well suited for early-to-mid-stage B2B software companies that want to monetize payments quickly” Claude Haiku 4.5 · 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.