SmartDollar vs Payactiv
One of fourteen models named SmartDollar first on the direct prompt; zero named Payactiv. SmartDollar was named by thirteen of the fourteen models and Payactiv by twelve and SmartDollar carries 37 labels and Payactiv 19, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 financial wellness platforms page.
By framing
SmartDollarFirst choices, of fourteen modelsPayactiv
Across every category in the November 2026 Edition, SmartDollar and Payactiv were named in the same answer forty-nine times, of the 116 answers naming SmartDollar and the 218 naming Payactiv. In those answers Payactiv took the first choice two times and SmartDollar 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 4.20 | | | | |||
| 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 | | | | |
SmartDollar Payactiv first choice named as an alternative argued againstblank: not namedEach cell is one answer, SmartDollar on the left and Payactiv on the right.The direct prompt
SmartDollar first, Payactiv not the choice
1 of 14 modelsPayactiv was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 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
SmartDollar8%#3 of 13Payactiv5%#5 of 13SmartDollar7%#4 of 11Payactiv2%#8 of 11SmartDollar0%#7 of 12Payactiv0%#11 of 12What the models said about SmartDollar
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
What the models said about Payactiv
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Payactiv, a financial wellness / earned-wage-access platform, is subject to a class action settlement after an April 2025 data breach.” Muse Glimmer 30B · negative prompt · hard negative
“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
“starting with a free option like Chime Workplace or Payactiv provides excellent value without any initial investment” GLM 4.7 FlashX · budget 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.