Six of fourteen models named LearnLux first on the direct prompt; two named Origin. LearnLux was named by thirteen of the fourteen models and Origin by ten and LearnLux carries 31 labels and Origin 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, LearnLux and Origin were named in the same answer thirty-six times, of the 103 answers naming LearnLux and the 45 naming Origin. In those answers Origin took the first choice ten times and LearnLux four.
| 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.
“More coaching-heavy, likely higher cost: Your Money Line or LearnLux” Perplexity Sonar · budget prompt · soft negative
“LearnLux is specifically designed as a B2B financial wellbeing platform for employers... could be valuable for mid-market companies looking for personalized support.” MiniMax M2.5 · direct prompt · first choice
“LearnLux: A B2B financial wellbeing platform that combines digital planning tools with unlimited 1:1 guidance from Certified Financial Planner professionals” Llama 4 Maverick · paraphrase prompt · first choice
“Partner with a B2B-focused platform like LearnLux, which offers digital planning tools and unlimited access to Certified Financial Planners” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If your B2B company offers variable compensation, sales commissions, or equity (options, RSUs, and ESPPs), Origin is the market leader.” Gemini 3.5 Flash · direct prompt · first choice
“such as LearnLux, Origin, or Brightside) that delivers three high-impact benefits in a single, turn-key software solution” Gemini 3.5 Flash · paraphrase prompt · first choice
“The ultimate "all-in-one" employee financial benefit... Best For: Companies looking for a comprehensive, highly modern tool” Gemini 3.5 Flash · comparative 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.