Vantage Fit vs Lyra Health
One of fourteen models named Vantage Fit first on the direct prompt; zero named Lyra Health. Vantage Fit was named by eleven of the fourteen models and Lyra Health by eleven and Vantage Fit carries 20 labels and Lyra Health 17, so the shares are not directly comparable.
Named in two categories 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 employee wellbeing and mental health page.
By framing
Vantage FitFirst choices, of fourteen modelsLyra Health
Across every category in the October 2026 Edition, Vantage Fit and Lyra Health were named in the same answer ten times, of the 55 answers naming Vantage Fit and the 51 naming Lyra Health. In those answers Lyra Health took the first choice zero times and Vantage Fit two.
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 | | | |
Vantage Fit Lyra Health first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vantage Fit on the left and Lyra Health on the right.The direct prompt
Vantage Fit first, Lyra Health not the choice
1 of 14 modelsLyra Health 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
9 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
Vantage Fit8%#4 of 11Lyra Health0%#– of 11Vantage Fit9%#5 of 13Lyra Health9%#6 of 13Lyra Health15%#3 of 11Vantage Fit6%#8 of 11What 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
What the models said about Lyra Health
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Lyra (usually more expensive)” Qwen 3.7 Flash · scale prompt · soft negative
“Lyra Health: The leader in data-driven care... check if you are eligible for Lyra or Modern Health, as those provide higher-quality, insured care for free.” Qwen 3.7 Flash · comparative prompt · first choice
“a modern platform (such as those offered by providers like *Lyra*, *Modern Health*, or *Spring Health*) provides continuous access to licensed therapists” Qwen 3.7 Flash · paraphrase prompt · first choice
“Direct access to licensed therapists through platforms like Lyra Health, Spring Health, or Headspace Care” GLM 4.7 FlashX · paraphrase 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.