Finix vs Tilled
One of fourteen models named Finix first on the direct prompt; zero named Tilled. Finix was named by fourteen of the fourteen models and Tilled by six and Finix carries 45 labels and Tilled 14, so the shares are not directly comparable.
Named in one category 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.
By framing
FinixFirst choices, of fourteen modelsTilled
Across every category in the October 2026 Edition, Finix and Tilled were named in the same answer thirty-six times, of the 129 answers naming Finix and the 42 naming Tilled. In those answers Tilled took the first choice three times and Finix five.
Every model, every framing
| 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 | | | |
Finix Tilled first choice named as an alternative argued againstblank: not namedEach cell is one answer, Finix on the left and Tilled on the right.The direct prompt
Finix first, Tilled not the choice
1 of 14 modelsTilled was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
What the models said about Finix
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid for tight budgets: Finix ($250+/mo)” Grok 4.1 Fast · budget prompt · hard negative
“Usio says Clearent/Finix are good for card processing and ISV onboarding, but "lack outbound functionality."” Perplexity Sonar · negative prompt · soft negative
“frequent complaints about monthly minimums, sales-led onboarding, and pricing opacity” Mistral Small · negative prompt · soft negative
“Finix (Best for Flexibility & Mid-Market Revenue Share)... Choose Finix if you want to aggressively monetize payment volume through a generous revenue share model.” Gemini 3.5 Flash · direct prompt · first choice
“Finix is the best PayFac-as-a-Service provider if you want to own the payments experience, maximize revenue share” Mistral Small · paraphrase prompt · first choice
“Programmable infrastructure with interchange-plus pricing; designed for platforms needing granular control.” Qwen 3.7 Flash · negative prompt · first choice
What the models said about Tilled
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.