Wellable vs Vantage Fit
Nine of fourteen models named Wellable first on the direct prompt; zero named Vantage Fit. Wellable was named by fourteen of the fourteen models and Vantage Fit by thirteen and Wellable carries 40 labels and Vantage Fit 28, so the shares are not directly comparable.
Named in four 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 November 2026 Edition, Wellable and Vantage Fit were named in the same answer fifty-seven times, of the 131 answers naming Wellable and the 65 naming Vantage Fit. In those answers Vantage Fit took the first choice seven times and Wellable sixteen.
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 | | | |
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
Wellable first, Vantage Fit an alternative
9 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
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
Wellable18%#2 of 13Vantage Fit8%#4 of 13Wellable26%#1 of 13Vantage Fit13%#2 of 13Wellable17%#1 of 13Vantage Fit2%#– 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 three in this category shown.
“Start with Wellable or Woliba for the best balance of features, mid-market fit, and proven engagement.” Kimi K2 · direct prompt · first choice
“I'd recommend starting with Wellable or Woliba as they both offer the most comprehensive all-in-one solutions” MiniMax M2.5 · direct prompt · first choice
“For an all-round physical/gamified wellness solution on a budget, look at Wellable or Vantage Fit.” Gemini 3.5 Flash · budget 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.
“For most small businesses under 50 employees, start with Wellable ($2-4/employee/month) or Vantage Fit ($1/employee/month).” Claude Haiku 4.5 · budget prompt · first choice
“Vantage Fit – lowest published rate for challenge & tracking ... If you want the cheapest engagement: Vantage Fit or YuMuuv” Muse Glimmer 30B · budget prompt · first choice
“Vantage Fit is likely the best starting point if your priority is affordable, engaging wellness challenges” Perplexity Sonar · 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.