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Employee wellbeing and mental health · November 2026 Edition
Modern Health vs Wellness Coach
Zero of fourteen models named Modern Health first on the direct prompt; two named Wellness Coach. Modern Health was named by seven of the fourteen models and Wellness Coach by eight and Modern Health carries 12 labels and Wellness Coach 11, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 13; printed, not drawn.
Labels1211A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Modern 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 Modern Health · Wellable vs Wellness Coach · Vantage Fit vs Modern 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.
Modern HealthFirst choices, of fourteen modelsWellness Coach
Direct02
Paraphrase20
Comparative10
Budget-constrained00
Scale-constrained00
Negative00
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 Modern Health and Wellness Coach 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 | | |
Modern Health Wellness Coach first choice named as an alternative argued againstblank: not namedEach cell is one answer, Modern Health on the left and Wellness Coach on the right.The direct prompt
The plain question, one answer per model, grouped by where Modern Health and Wellness Coach stood in it.
Wellness Coach first, Modern Health not the choice
2 of 14 modelsModern Health was named in the answer but not as the choice, or not at all.Mistral SmallWellness Coach, Woliba alternatives: Vantage Fit, Wellable
GLM 4.7 FlashXWellness Coach, Woliba alternatives: Vantage Fit, Wellable
Neither was the first choice, one was named
5 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
DeepSeek V4 FlashWellable alternatives: Vantage Fit, Wellness Coach, Woliba
Qwen 3.7 FlashViva Benefits alternatives: Headspace for Employers, Lyra Health, Modern Health, Wellable
GPT-6 LunaWellhub alternatives: Modern Health, Spring Health
Muse Glimmer 30BWellable alternatives: Navigate Wellbeing, Vantage Fit, Wellness Coach, Woliba
Neither was named
7 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
Llama 4 MaverickWellable alternatives: Terryberry, Vantage Fit, Woliba
Kimi K2Wellable, Woliba alternatives: Vantage Fit
MiniMax M2.5Wellable, Woliba alternatives: Nectar, Vantage Fit
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
Wellness Coach leads by thirteen points.
Wellness Coach16%#3 of 13Modern Health3%#7 of 13Mid-marketThe figures above
Level: the same share of first choices.
Modern Health4%#7 of 13Wellness Coach4%#8 of 13Enterprise
The order flips: Modern Health leads at enterprise.
Modern Health5%#7 of 13Wellness Coach2%#– of 13What the models said about Modern Health
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
“Look for third-party platforms like Lyra, Modern Health, or Spring Health.” Qwen 3.7 Flash · paraphrase prompt · first choice
“such as *Spring Health*, *Modern Health*, or *Lyra*” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about Wellness Coach
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“The top contenders based on mid-market requirements are Woliba and Wellness Coach for comprehensive wellness programs” GLM 4.7 FlashX · direct prompt · first choice
“Wellness Coach and Woliba stand out as the top choices” Mistral Small · direct prompt · first choice
“If your team lives in Teams/Slack/Zoom: Choose Wellness Coach — unmatched for workplace integrations.” DeepSeek V4 Flash · direct prompt · alternative
Also compared
Wellable vs Modern HealthWellable vs Wellness CoachVantage Fit vs Modern HealthVantage Fit vs Wellness CoachSpring Health vs Modern HealthSpring Health vs Wellness CoachWoliba vs Modern HealthWoliba vs Wellness CoachLyra Health vs Modern HealthLyra Health vs Wellness CoachWellhub 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.