Zero of twelve models named Vantage Fit first on the direct prompt; zero named Headspace. Vantage Fit was named by nine of the twelve models and Headspace by twelve and Vantage Fit carries 16 labels and Headspace 29, 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 twelve 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 September 2026 Edition, Vantage Fit and Headspace were named in the same answer sixteen times, of the 31 answers naming Vantage Fit and the 69 naming Headspace. In those answers Headspace took the first choice zero times and Vantage Fit four.
| 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 |
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.
“Best For: Overall value and robust features at the lowest flat rate. * Estimated Price: $1 per user, per month.” Gemini 3.5 Flash · budget prompt · first choice
“Wellbeats or Vantage Fit at roughly $1/employee/month offer the best cost-to-feature ratio” DeepSeek V4 Flash · budget prompt · first choice
“Vantage Fit or Avidon Health offer the best balance of features and affordability” Kimi K2 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Headspace collects a wide range of personal information including health data... shares user data with third-party platforms for targeted advertising” Claude Haiku 4.5 · negative prompt · hard negative
“Examples include Calm, Happify, Headspace, and Moodfit.” Llama 4 Maverick · negative prompt · hard negative
“criticism for being "data-hungry" and failing to provide clinical robustness for serious conditions” GLM 4.7 FlashX · negative prompt · soft negative
“Headspace for Business is the best value if you only need to address mental wellness” Qwen 3.7 Flash · budget prompt · first choice
“Headspace – Strong evidence base for meditation, though no major privacy scandals” DeepSeek V4 Flash · negative prompt · first choice
“Choose based on goals: meditation (Headspace/Calm)” Grok 4.1 Fast · comparative 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.