Eight of fourteen models named Financial Finesse first on the direct prompt; three named LearnLux. Financial Finesse was named by thirteen of the fourteen models and LearnLux by thirteen and Financial Finesse carries 40 labels and LearnLux 28, 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 financial wellness platforms page.
Across every category in the November 2026 Edition, Financial Finesse and LearnLux were named in the same answer fifty times, of the 104 answers naming Financial Finesse and the 73 naming LearnLux. In those answers LearnLux took the first choice five times and Financial Finesse twenty-one.
| 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 five in this category shown.
“Avoid these if budget is the main constraint: ... HoneyBee and LearnLux, both of which use custom pricing.” GPT-5.4 mini · budget prompt · hard negative
“Choose LearnLux, BrightPlan, or Financial Finesse if you want employees to build long-term financial health” Kimi K2 · comparative prompt · first choice
“LearnLux emerges as the strongest overall choice for mid-market B2B companies” Kimi K2 · direct prompt · first choice
“The best financial wellness platform for a mid-market B2B company is LearnLux” Llama 4 Maverick · 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.