# Modern Health vs Vantage Fit: which do AI models recommend for employee wellbeing, October 2026

HR AI Recommendation Index, October 2026 Edition, Employee wellbeing and mental health. One of fourteen models named Modern Health first on the direct prompt; one named Vantage Fit. Page: https://hr-ai-index.com/experience/employee-wellbeing-and-mental-health/modern-health-vs-vantage-fit/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Modern Health | 13% | #3 of 13 | 7% | 15 | 9 of 14 |
| Vantage Fit | 9% | #5 of 13 | 0% | 20 | 11 of 14 |

## The direct prompt, model by model

- Qwen 3.7 Flash: modern health first (first choices: Modern Health) (alternatives: Calm Health, Headspace, Spring Health, Wellhub)
- GLM 4.7 FlashX: vantage fit first (first choices: Vantage Fit, Wellable) (alternatives: CoreHealth, Limeade, Spring Health, Wellness360)
- Perplexity Sonar: neither first, one named (first choices: Wellable) (alternatives: Limeade, Spring Health, Vantage Fit, WorkTango, Workhuman)
- Grok 4.1 Fast: neither first, one named (first choices: Wellable) (alternatives: Vantage Fit, WellRight, Woliba)
- DeepSeek V4 Flash: neither first, one named (first choices: Wellable) (alternatives: Spring Health, Vantage Fit, WellRight, Wellness360, Woliba)
- Kimi K2: neither first, one named (first choices: Wellable) (alternatives: Modern Health, Spring Health)
- Muse Glimmer 30B: neither first, one named (first choices: Wellable) (alternatives: Limeade, Spring Health, Vantage Fit, Wellness360)
- Claude Haiku 4.5: neither named (first choices: Wellable) (alternatives: Terryberry, Woliba)
- GPT-5.4 mini: neither named (first choices: Reward Gateway) (alternatives: GoVida, Wellable)
- Gemini 3.5 Flash: neither named (first choices: YuLife) (alternatives: Awardco, Reward Gateway, Well-being, Wellable, Wellhub, Wellness Coach)
- Mistral Small: neither named (first choices: Spring Health) (alternatives: Limeade, Wellable)
- Llama 4 Maverick: neither named (first choices: Wellable) (alternatives: Corporate Wellness Software, Terryberry)
- MiniMax M2.5: neither named (first choices: Limeade, Personify Health) (alternatives: Headspace, Spring Health, Wellable)
- GPT-6 Luna: neither named (first choices: Wellable) (alternatives: Spring Health, WellRight, Wellhub)

## What the models said about Modern Health

- "Mozilla: Privacy concerns identified - Data handling practices" (GLM 4.7 FlashX, negative prompt, hard negative)
- "a Modern Health / Lyra / Spring Health style platform with EAP integration gives the best balance of cost, utilization and measurable clinical outcomes" (Muse Glimmer 30B, paraphrase prompt, first choice)
- "Modern Health is a global mental health benefits platform that serves enterprises with integrated therapy, coaching, and digital wellness resources" (Llama 4 Maverick, paraphrase prompt, first choice)
- "For most mid-market B2B companies in 2024, Modern Health is currently generating the highest satisfaction scores regarding actual utility." (Qwen 3.7 Flash, direct prompt, first choice)

## What the models said about Vantage Fit

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.