LearnLux vs Origin
Three of fourteen models named LearnLux first on the direct prompt; one named Origin. LearnLux was named by thirteen of the fourteen models and Origin by ten and LearnLux carries 28 labels and Origin 18, 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.
By framing
LearnLuxFirst choices, of fourteen modelsOrigin
Across every category in the November 2026 Edition, LearnLux and Origin were named in the same answer thirty-four times, of the 73 answers naming LearnLux and the 47 naming Origin. In those answers Origin took the first choice six times and LearnLux six.
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 | |
LearnLux Origin first choice named as an alternative argued againstblank: not namedEach cell is one answer, LearnLux on the left and Origin on the right.The direct prompt
LearnLux first, Origin an alternative
3 of 14 modelsOrigin was named in the answer but not as the choice, or not at all.Origin first, LearnLux an alternative
1 of 14 modelsLearnLux was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 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
What the models said about LearnLux
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
What the models said about Origin
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“$8+/employee/month | Brightside, Origin, or BrightPlan (more premium features)” DeepSeek V4 Flash · budget prompt · soft negative
“Best Overall for Salaried & Tech/Knowledge Workers: Origin” Gemini 3.5 Flash · direct prompt · first choice
“Choose Origin or Morgan Stanley at Work when employees need equity-compensation, retirement, or sophisticated planning support.” Perplexity Sonar · comparative prompt · alternative
“Choose Origin if: You need a comprehensive, all-in-one platform that handles budgeting, investing, equity, and net worth” GLM 4.7 FlashX · comparative 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.