Zero of fourteen models named Vantage Fit first on the direct prompt; zero named Lyra Health. Vantage Fit was named by thirteen of the fourteen models and Lyra Health by nine and Vantage Fit carries 28 labels and Lyra Health 15, 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.
Across every category in the November 2026 Edition, Vantage Fit and Lyra Health were named in the same answer fourteen times, of the 65 answers naming Vantage Fit and the 52 naming Lyra Health. In those answers Lyra Health took the first choice zero times and Vantage Fit one.
| 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 |
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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Excellent but enterprise-oriented; contract minimums and pricing skew larger than mid-market needs” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Lyra Health ⭐ Top-rated (4.6/5) ... Highest-quality clinical network with measurable outcomes” DeepSeek V4 Flash · comparative prompt · first choice
“Start with a modern EAP (like Lyra, Spring Health, or a robust traditional provider)” Kimi K2 · paraphrase prompt · first choice
“Spring Health and Lyra Health are the strongest choices for mid-market employers” Claude Haiku 4.5 · 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.