1 category · RankedCalm
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Employee wellbeing and mental health | Onboarding and employee experience | 0% | 27 of 99 | 32% | 19 | criticized challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 2 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 1 | 0 | 1 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 1 | 3 |
| Kimi K2 | 0 | 1 | 2 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“here are the leading consumer ones: Calm, Headspace” Grok 4.1 Fast · Employee wellbeing · comparative prompt · first choice
“Differentiator: Larger content library but less customization; emphasizes sleep improvement” Kimi K2 · Employee wellbeing · comparative prompt · alternative
“licensing these established brands is easier than managing a complex vendor list” Qwen 3.7 Flash · Employee wellbeing · direct prompt · alternative
“Similar to Headspace but particularly strong on sleep and meditation content.” DeepSeek V4 Flash · Employee wellbeing · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Mental health apps that rely on half-baked science, have zero clinical robustness, and show no net health benefits. Examples include Calm, Happify, Headspace, and Moodfit.” Llama 4 Maverick · Employee wellbeing · negative prompt · hard negative
“Calm - Despite popularity, has received privacy warnings” MiniMax M2.5 · Employee wellbeing · negative prompt · hard negative
“major, seemingly reputable apps (like Calm and Headspace) have been bought by private equity firms... critics argue they are becoming more focused on profit” Qwen 3.7 Flash · Employee wellbeing · negative prompt · soft negative
“Examples often cited include Calm, Happify, Headspace, and Moodfit, which admit in their terms that they do not offer clinical or medical advice” Mistral Small · Employee wellbeing · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 32 of the 42 answers that named Calm and are not a share of its labels.
Domains cited
124 of the 124 domain citations in answers naming Calm came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Calm
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