Eight of fourteen models named Financial Finesse first on the direct prompt; zero named Payactiv. Financial Finesse was named by thirteen of the fourteen models and Payactiv by twelve and Financial Finesse carries 40 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.
Across every category in the November 2026 Edition, Financial Finesse and Payactiv were named in the same answer twenty-four times, of the 104 answers naming Financial Finesse and the 218 naming Payactiv. In those answers Payactiv took the first choice one time and Financial Finesse 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. Five of six in this category shown.
“Many traditional platforms (e.g., Financial Finesse, Brightside, Enrich) use per-employee pricing ($3–$25+/month), which adds up quickly.” Grok 4.20 · budget prompt · soft negative
“mixed reviews and a relatively low LeadChange Score (6.4 out of 10), indicating that it may not be the best choice for all organizations” Mistral Small · negative prompt · soft negative
“Financial Finesse is a strong example: it provides one-on-one CFP-professional coaching through phone, chat, or video, plus digital support and employer reporting.” Perplexity Sonar · paraphrase prompt · first choice
“Founded in 1999 and widely credited with *creating* the financial wellness category... Rated highest by LeadChange (6.4/10). Best for large and mid-size employers.” DeepSeek V4 Flash · comparative prompt · first choice
“For a 500-person company, coaching-first models (like Financial Finesse) may offer better engagement than purely app-based solutions.” Kimi K2 · scale prompt · first choice
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.