# Spring 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 Spring Health first on the direct prompt; one named Vantage Fit. Page: https://hr-ai-index.com/experience/employee-wellbeing-and-mental-health/spring-health-vs-vantage-fit/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Spring Health | 13% | #2 of 13 | 0% | 29 | 12 of 14 |
| Vantage Fit | 9% | #5 of 13 | 0% | 20 | 11 of 14 |

## The direct prompt, model by model

- Mistral Small: spring health first (first choices: Spring Health) (alternatives: Limeade, Wellable)
- 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)
- Qwen 3.7 Flash: neither first, one named (first choices: Modern Health) (alternatives: Calm Health, Headspace, Spring Health, Wellhub)
- Kimi K2: neither first, one named (first choices: Wellable) (alternatives: Modern Health, Spring Health)
- MiniMax M2.5: neither first, one named (first choices: Limeade, Personify Health) (alternatives: Headspace, Spring Health, Wellable)
- GPT-6 Luna: neither first, one named (first choices: Wellable) (alternatives: Spring Health, WellRight, Wellhub)
- 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)
- Llama 4 Maverick: neither named (first choices: Wellable) (alternatives: Corporate Wellness Software, Terryberry)

## What the models said about Spring Health

- "a Modern Health / Lyra / Spring Health style platform with EAP integration gives the best balance" (Muse Glimmer 30B, paraphrase prompt, first choice)
- "For mid-market B2B companies, Spring Health stands out for clinical mental health support" (Mistral Small, direct prompt, first choice)
- "such as those offered by providers like *Lyra*, *Modern Health*, or *Spring Health*" (Qwen 3.7 Flash, paraphrase 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.