Employee wellbeing and mental health · November 2026 Edition
Spring Health vs Wellhub
Zero of fourteen models named Spring Health first on the direct prompt; one named Wellhub. Spring Health was named by eleven of the fourteen models and Wellhub by thirteen and Spring Health carries 19 labels and Wellhub 21, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share11%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 13; printed, not drawn.
Labels1921A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Spring Health reading right to left. Rank and label count are printed, not drawn.Wellable was named alongside these two in twelve of the fourteen direct answers. Wellable vs Spring Health · Wellable vs Wellhub · Vantage Fit vs Spring Health
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Spring HealthFirst choices, of fourteen modelsWellhub
Direct011 against Wellhub
Paraphrase50
Comparative21
Budget-constrained01
Scale-constrained00
Negative002 against Spring Health
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Spring Health and Wellhub stood in it.
| 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 | | | |
Spring Health Wellhub first choice named as an alternative argued againstblank: not namedEach cell is one answer, Spring Health on the left and Wellhub on the right.The direct prompt
The plain question, one answer per model, grouped by where Spring Health and Wellhub stood in it.
Wellhub first, Spring Health an alternative
1 of 14 modelsSpring Health was named in the answer but not as the choice, or not at all.GPT-6 LunaWellhub alternatives: Modern Health, Spring Health
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashWellable alternatives: Lyra Health, Modern Health, Spring Health, Wellhub, Woliba, YuLife
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniWellable alternatives: Perkbox, Vantage Circle
Perplexity SonarWellable alternatives: Personify Health, Unmind, Wellness360, Woliba
Grok 4.20Wellable alternatives: CoreHealth, Terryberry, Woliba
Mistral SmallWellness Coach, Woliba alternatives: Vantage Fit, Wellable
DeepSeek V4 FlashWellable alternatives: Vantage Fit, Wellness Coach, Woliba
Llama 4 MaverickWellable alternatives: Terryberry, Vantage Fit, Woliba
Qwen 3.7 FlashViva Benefits alternatives: Headspace for Employers, Lyra Health, Modern Health, Wellable
Kimi K2Wellable, Woliba alternatives: Vantage Fit
GLM 4.7 FlashXWellness Coach, Woliba alternatives: Vantage Fit, Wellable
MiniMax M2.5Wellable, Woliba alternatives: Nectar, Vantage Fit
Muse Glimmer 30BWellable alternatives: Navigate Wellbeing, Vantage Fit, Wellness Coach, Woliba
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Spring Health3%#9 of 13Wellhub3%#8 of 13Mid-marketThe figures above
Spring Health leads by six points.
Spring Health11%#3 of 13Wellhub4%#6 of 13Enterprise
The order flips: Wellhub leads at enterprise.
Wellhub15%#3 of 13Spring Health7%#6 of 13What the models said about Spring Health
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“some users report issues with professionalism and ethical concerns, making it a platform to be cautious about” Mistral Small · negative prompt · soft negative
“Some users have reported issues with their services and professionalism.” Llama 4 Maverick · negative prompt · soft negative
“The top recommendation for a mid-sized B2B company is to replace or supplement a traditional Employee Assistance Program (EAP) with a Modern Digital Mental Health Platform (such as *Spring Health*, *Modern Health*, or *Lyra*)” Gemini 3.5 Flash · paraphrase prompt · first choice
“Spring Health and Lyra Health are the strongest choices for mid-market employers who want clinical rigor and published outcomes.” Claude Haiku 4.5 · paraphrase prompt · first choice
“If you offer no mental health support, Spring or Modern Health are usually the best starting points” Qwen 3.7 Flash · comparative prompt · first choice
What the models said about Wellhub
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“often positioned as a broader corporate wellbeing platform rather than a full wellness programme builder” Muse Glimmer 30B · direct prompt · soft negative
“Wellhub provides gym access starting at just $1/employee/month” MiniMax M2.5 · budget prompt · first choice
“strongest for broad, lifestyle-style wellbeing” GPT-5.4 mini · comparative prompt · first choice
“My default pick is Wellhub” GPT-6 Luna · direct prompt · first choice
Also compared
Wellable vs Spring HealthWellable vs WellhubVantage Fit vs Spring HealthVantage Fit vs WellhubSpring Health vs WolibaSpring Health vs Lyra HealthSpring Health vs Modern HealthSpring Health vs Wellness CoachWoliba vs WellhubLyra Health vs WellhubWellhub vs Modern HealthWellhub vs Wellness CoachAll twenty-eight head-to-head pages and the full employee wellbeing standing
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.