Wellable vs Vantage Fit
Nine of fourteen models named Wellable first on the direct prompt; one named Vantage Fit. Wellable was named by fourteen of the fourteen models and Vantage Fit by eleven and Wellable carries 33 labels and Vantage Fit 20, so the shares are not directly comparable.
Named in two categories 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 employee wellbeing and mental health page.
By framing
WellableFirst choices, of fourteen modelsVantage Fit
Across every category in the October 2026 Edition, Wellable and Vantage Fit were named in the same answer forty-four times, of the 110 answers naming Wellable and the 55 naming Vantage Fit. In those answers Vantage Fit took the first choice seven times and Wellable thirteen.
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 4.1 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 | | | |
Wellable Vantage Fit first choice named as an alternative argued againstblank: not namedEach cell is one answer, Wellable on the left and Vantage Fit on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Wellable first, Vantage Fit an alternative
8 of 14 modelsVantage Fit was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
Wellable28%#1 of 11Vantage Fit8%#4 of 11Wellable22%#1 of 13Vantage Fit9%#5 of 13What the models said about Wellable
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Wellable — Best All-Around Platform ... Wellable and Vantage Fit often provide the best balance of features, flexibility, and cost” GLM 4.7 FlashX · direct prompt · first choice
“Wellable is the platform most consistently named as best for mid-market / mid-sized teams wanting a flexible, all-around wellness solution” Muse Glimmer 30B · direct prompt · first choice
“A popular mid-market corporate wellness solution engineered for flexible program administration and high employee usability” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Vantage Fit
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“1. Vantage Fit (Best for Engagement via Challenges) ... This allows you to start small and only pay when you run a specific program.” Qwen 3.7 Flash · budget prompt · first choice
“Wellable and Vantage Fit often provide the best balance of features, flexibility, and cost” GLM 4.7 FlashX · direct prompt · first choice
“The best employee wellbeing platform for a company with a limited budget is Vantage Fit” Llama 4 Maverick · 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.