Two of fourteen models named BrightPlan first on the direct prompt; one named Your Money Line. BrightPlan was named by nine of the fourteen models and Your Money Line by ten and BrightPlan carries 13 labels and Your Money Line 16, 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 October 2026 Edition, BrightPlan and Your Money Line were named in the same answer ten times, of the 54 answers naming BrightPlan and the 36 naming Your Money Line. In those answers Your Money Line took the first choice zero times and BrightPlan 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 4.1 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 |
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. Four of five in this category shown.
“independent user reviews (particularly on Android) have flagged issues with app crashes, blank screens after login, and inaccurate detection of recurring charges” Qwen 3.7 Flash · negative prompt · soft negative
“Currently ranked as a top enterprise platform, BrightPlan offers a comprehensive suite including an AI-powered "Financial Wellness Coach"” GLM 4.7 FlashX · comparative prompt · first choice
“For large enterprises wanting comprehensive coverage with human coaching → BrightPlan or Financial Finesse” DeepSeek V4 Flash · comparative prompt · first choice
“BrightPlan stands out as the best financial wellness platform for mid-market B2B companies” Mistral Small · direct 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.
“More coaching-heavy, likely higher cost: Your Money Line or LearnLux” Perplexity Sonar · budget prompt · soft negative
“I'd recommend starting with BrightPlan or Your Money Line as your top candidates” DeepSeek V4 Flash · direct prompt · first choice
“Start with Financial Finesse or Your Money Line” GPT-6 Luna · comparative prompt · first choice
“Your Money Line is described as affordable, unbiased, and empathetic financial coaching.” Claude Haiku 4.5 · budget 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.