Zero of fourteen models named ZayZoon first on the direct prompt; one named SmartDollar. ZayZoon was named by twelve of the fourteen models and SmartDollar by thirteen and ZayZoon carries 14 labels and SmartDollar 37, 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 financial wellness platforms page.
Across every category in the November 2026 Edition, ZayZoon and SmartDollar were named in the same answer forty-four times, of the 167 answers naming ZayZoon and the 116 naming SmartDollar. In those answers SmartDollar took the first choice four times and ZayZoon twelve.
| 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 three in this category shown.
“platforms that have been criticized or have a high negative rate include DailyPay, Payactiv, and ZayZoon” Llama 4 Maverick · negative prompt · hard negative
“flagged these as "criticized challengers" or "hard negative" due to their fee structures” Mistral Small · negative prompt · hard negative
“ZayZoon offers wages on-demand and financial education for employees as a voluntary benefit that is free for you to offer.” Claude Haiku 4.5 · 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.
“ranks lower for mid-market (4.3/10) and may feel less personalized” Grok 4.20 · direct prompt · soft negative
“Highly rated but often has high minimums for small groups.” Qwen 3.7 Flash · budget prompt · soft negative
“such as Financial Finesse or SmartDollar to drive engagement with 401k, HSA/FSA and debt management” Muse Glimmer 30B · paraphrase prompt · first choice
“Financial education platform (like Financial Finesse or SmartDollar)” MiniMax M2.5 · paraphrase prompt · first choice
“Financial Finesse and SmartDollar are the top choices” Mistral Small · direct prompt · first choice
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.