Index › Onboarding and employee experience › Employee wellbeing › Small business › October 2026 Edition
Employee wellbeing and mental health for small business buyers
Asked as “employee wellbeing platform”, and as “mental health benefit for employees”, on behalf of a small B2B company. 39 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
28%
Contested · Woliba 13%
28Wellable13Woliba08Nectar51others
28% of first choices, contested.
Since September 2026▲+1Since September 2026: 29% → 29%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.Wellable held the lead, +1 point on 29%, inside the 13-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Wellable28%Contested▲+1Since September 2026: 29% → 29%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageMid-marketWellable22%Contested▼−9Since September 2026: 30% → 21%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Personify Health17%Contested↗new leaderNew leader since September 2026: Wellable (18%) replaces Personify Health (27% then, 15% now), 2 points clear, inside the 13-point floor.Standing →
Wellable28%Contested▲+1Since September 2026: 29% → 29%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageMid-marketWellable22%Contested▼−9Since September 2026: 30% → 21%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →EnterprisePersonify Health17%Contested↗new leaderNew leader since September 2026: Wellable (18%) replaces Personify Health (27% then, 15% now), 2 points clear, inside the 13-point floor.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Wellable28%0%36accepted challenger▲+1Since September 2026: 29% → 29%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.29% → 29%
Wellable28%0%36accepted challenger▲+1Since September 2026: 29% → 29%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.29% → 29%02
Woliba13%0%19accepted challenger▲+3Since September 2026: 9% → 12%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.9% → 12%
Woliba13%0%19accepted challenger▲+3Since September 2026: 9% → 12%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.9% → 12%03
YuMuuv8%0%23accepted challenger▼−3Since September 2026: 11% → 9%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.11% → 9%
YuMuuv8%0%23accepted challenger▼−3Since September 2026: 11% → 9%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.11% → 9%04
Vantage Fit8%0%20accepted challenger▲+3Since September 2026: 3% → 6%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.3% → 6%
Vantage Fit8%0%20accepted challenger▲+3Since September 2026: 3% → 6%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.3% → 6%05
Calmerry5%0%11accepted challenger▲+3Since September 2026: 3% → 6%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.3% → 6%
Calmerry5%0%11accepted challenger▲+3Since September 2026: 3% → 6%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.3% → 6%06
Headspace3%19%37accepted challenger▼−3Since September 2026: 6% → 3%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 3%
Headspace3%19%37accepted challenger▼−3Since September 2026: 6% → 3%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 3%07
Calm Health3%21%28accepted challenger▼−3Since September 2026: 6% → 3%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 3%
Calm Health3%21%28accepted challenger▼−3Since September 2026: 6% → 3%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 3%08
Wellhub3%33%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Wellhub3%33%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%09Limeade3%70%10criticized challenger▲+3Since September 2026: 0% → 3%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 3%
Show the two products at 0%, ordered by negative rate
11Personify Health0%75%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Personify Health0%75%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%10
Avidon Health0%0%14accepted challenger▼−9Since September 2026: 9% → 0%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.9% → 0%
Avidon Health0%0%14accepted challenger▼−9Since September 2026: 9% → 0%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.9% → 0%The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Wellable vs Vantage FitWellable vs Lyra HealthWellable vs WolibaWellable vs HeadspaceSpring Health vs Modern HealthSpring Health vs YuMuuvSpring Health vs Vantage FitSpring Health vs Lyra HealthSpring Health vs WolibaSpring Health vs HeadspaceModern Health vs YuMuuvModern Health vs Vantage FitModern Health vs Lyra HealthModern Health vs WolibaModern Health vs HeadspaceYuMuuv vs Vantage FitYuMuuv vs Lyra HealthYuMuuv vs WolibaYuMuuv vs HeadspaceVantage Fit vs Lyra HealthVantage Fit vs WolibaVantage Fit vs HeadspaceLyra Health vs WolibaLyra Health vs HeadspaceWoliba vs Headspace
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405060708L09
1011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Wellable28%
Wellable28%02Woliba13%
Woliba13%03YuMuuv8%
YuMuuv8%04Vantage Fit8%
Vantage Fit8%05Calmerry5%
Calmerry5%06Headspace3%
Headspace3%07Calm Health3%
Calm Health3%08Wellhub3%
Wellhub3%09Limeade3%
10Avidon Health0%
Avidon Health0%11Personify Health0%
Personify Health0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Personify Health75%
9 of 12 labels negative · 7 of 14 models · 5 hard negative
“"Platforms like **Virgin Pulse (now Personify Health), Limeade, WellRight**, and **CoreHealth** were designed for large companies"...avoid or be very cautious” Muse Glimmer 30B, negative prompt
Limeade
70%
7 of 10 labels negative · 7 of 14 models · 4 hard negative
“Platforms/Types to Avoid or Approach with Caution: 1. **Enterprise-Focused Platforms (e.g., Limeade, Personify Health, WellRight)**” Grok 4.1 Fast, negative prompt
Headspace19%
7 of 37 labels negative · 7 of 14 models · 1 hard negative
“Content-Only Meditation Apps (e.g., Calm for Work, Headspace for Work)... high churn” Grok 4.1 Fast, negative prompt
Calm Health21%
6 of 28 labels negative · 6 of 14 models
“While meditation or mindfulness apps (like Calm or Headspace) can be useful, relying on multiple standalone apps can lead to confusion, poor user engagement, and higher costs.” Mistral Small, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
71 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 935 links across 235 sites, every framing counted. Ranked by the number of answers carrying the site or page. 26 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Avidon Health38 answers · 62 citations · 11 models
35 answers · 43 citations · 12 models
vendor site · FirstHR35 answers · 41 citations · 13 models
vendor site · Calmerry32 answers · 35 citations · 10 models
vendor site · Vantage Fit29 answers · 44 citations · 10 models
vendor site · Keka27 answers · 27 citations · 10 models
20 answers · 30 citations · 9 models
vendor site · G216 answers · 25 citations · 8 models
vendor site · Guideflow16 answers · 22 citations · 7 models
15 answers · 15 citations · 9 models
vendor site · LinkedIn15 answers · 15 citations · 6 models
vendor site · Wellable14 answers · 23 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
30 answers · 10 models
30 answers · 10 models
27 answers · 10 models
26 answers · 10 models
25 answers · 9 models
25 answers · 8 models
21 answers · 9 models
15 answers · 9 models
14 answers · 7 models
13 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best employee wellbeing platform”, “employee wellbeing platform”, “wellbeing platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Wellable wellable.co | 28% | 106 | 5,400 | 64 | 36,813 | 3 | ||
| Woliba woliba.io | 13% | 36 | 590 | 11 | 7,077 | |||
| YuMuuv yumuuv.com | 8% | 38 | 480 | 3 | 2,051 | 16 | ||
| Vantage Fit vantagefit.io | 8% | 55 | 110 | 2 | 3,994 | 6 | 9 | |
| Nectar nectarhr.com | 8% | 137 | 246,000 | 20,852 | 14,388 | 43 | ||
| Calmerry calmerry.com | 5% | 13 | 590 | 12 | 40,240 | 2 | ||
| Talkspace talkspace.com | 5% | 19 | 60,500 | 798 | 1,064,796 | $1,729 | 120 | |
| Ginger headspace.com Headspace 3%, Ginger 0% | 3% | 77 | 201,000 | 197,415 | 699,364 | 73 | ||
| Calm Health calm.com | 3% | 56 | 1,600 | 129 | 1,320,024 | 120 | ||
| Compt compt.io | 3% | 127 | 3,600 | 1,693 | 16,841 | 7 |
Google's top ten for the three searches hold 23 sites; 2 of them are among the sites the models cited here (g2.com, vantagefit.io). The first result for “best employee wellbeing platform” is g2.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best employee wellbeing platform for a small B2B company?”Paraphrase“Which mental health benefit for employees would you recommend to a small business that sells to other businesses?”Comparative“What are the top wellbeing platforms for a small team and how do they differ?”Budget-constrained“What is the best employee wellbeing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an employee wellbeing platform. What should we look at?”Negative“Which wellbeing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Wellableno first choiceChangedAvidon Health, YuMuuvVantage Fit, YuMuuvno first choicenothing named
Three alternatives
Headspace, IncentFit, Sprout at WorkTwo alternatives
Calm for Organizations, WellableTwo alternatives
Wellable, WolibaGPT-5.4 miniWellableno first choiceChangedReward GatewayWellableno first choicenothing named
Two alternatives
Fringe, ThriveSix alternatives
Applauz, Connecteam, GoVida, Plumm, Wellhub, Wellness CoachTwo alternatives
Nivati, TeamMoodGemini 3.5 FlashPleazTalkspaceChangedWellable, YuMuuvWellableagainst: MoveSpringComptagainst: Calm Health, Headspace, Limeade, Personify Health, Sharecare, WebMD Health Services
Five alternatives
Calm Health, Headspace, Wellable, Woliba, YuMuuvFive alternatives
Benepass, Calmerry, Compt, Fringe, GingerFour alternatives
Bright Breaks, Calm Health, Headspace, IncentFitFour alternatives
IncentFit, Kona, Woliba, YuMuuvFour alternatives
Count.It, Fringe, Headspace, YuMuuvPerplexity SonarWellableno first choiceChangedVantage FitKeka, YuMuuvno first choicenothing named
Three alternatives
Calmerry, Keka, YuMuuvSeven alternatives
Calmerry, Headspace, Meditopia for Work, Talkspace, Wellable, Woliba, YuMuuvOne alternative
ApplauzGrok 4.1 FastWellableno first choiceChangedAvidon Healthagainst: Lyra Health, Personify HealthWellableWellableagainst: Calm for Work, ClassPass, Headspace, Limeade, Lyra Health, Personify Health, Talkspace, WellRight, Wellhub
Two alternatives
YuLife, YuMuuvSix alternatives
Calm Health, Calmerry, Headspace, Lyra Health, Modern Health, TriNetSix alternatives
Calm Health, Headspace, Vantage Fit, Wellable, Woliba, YuMuuvOne alternative
Avidon HealthTwo alternatives
Vantage Fit, WellhubMistral SmallCalmerry, Nectarno first choiceChangedWellableagainst: BetterUpWolibano first choiceagainst: Calm Health, Headspace
One alternative
Avidon HealthFour alternatives
Avidon Health, Meditopia for Work, Vantage Fit, WellhubDeepSeek V4 FlashWellableCalmerry, TalkspaceChangedagainst: Lyra Health, Spring HealthWolibaWolibaYuMuuvagainst: Calm Health, CoreHealth, Headspace, Limeade, Personify Health, WellRight, Wellhub
Two alternatives
Woliba, YuMuuvTwo alternatives
Nivati, ThriveSix alternatives
Calm Health, Calmerry, Headspace, Modern Health, Vantage Fit, WellableThree alternatives
Avidon Health, Nectar, WellableFour alternatives
Avidon Health, Headspace, Sprout at Work, WellableLlama 4 Maverickno first choiceno first choiceHeldWolibaWolibano first choicenothing named
Three alternatives
Calmerry, Keka, Vantage FitTwo alternatives
Vantage Fit, WellableQwen 3.7 FlashLimeadeHeadspaceChangedagainst: Employee Assistance ProgramSpringboard HRYouCareno first choiceagainst: Calm Health, CoreHealth, Headspace, Limeade, Personify Health
Four alternatives
Gusto Perks, Headspace, Modern Health, WellhubTwo alternatives
Calm Health, Lyra HealthThree alternatives
Happiful, Perks.com, UnplugThree alternatives
Calm Health, Headspace, WellableKimi K2Calm Healthagainst: Burnalong, Sprout at Workno first choiceChangedCalm Health, YuMuuvagainst: Lyra Health, Modern Health, Personify Health, Spring HealthWolibano first choiceagainst: Calm Health, CoreHealth, Headspace, Limeade, Modern Health, Personify Health, Spring Health, WellRight, Wellhub
Six alternatives
Avidon Health, Ginger, Headspace, Talkspace, Wellable, YuMuuvTwo alternatives
Headspace, WellableFour alternatives
Google Forms, SpaceForms, Vantage Fit, WellableGLM 4.7 FlashXWellableno first choiceChangedVantage FitVantage Fitno first choiceagainst: CoreHealth, Limeade, Personify Health, WellRight, Wellhub
Three alternatives
Calmerry, Limeade, Meditopia for WorkEight alternatives
Avidon Health, BetterUp, Headspace, Keka, Spill, Wellable, Wellhub, WolibaFour alternatives
Keka, Wellable, Woliba, YuMuuvMiniMax M2.5NectarEmployee Assistance ProgramChangedModern Health, WellableNectarno first choicenothing named
Four alternatives
Calm Health, Headspace, Limeade, Personify HealthTwo alternatives
Headspace, MeditopiaFour alternatives
Avidon Health, Headspace, Lyra Health, Spring HealthTwo alternatives
Avidon Health, Friday PulseGPT-6 LunaWellhubno first choiceChangedCalm for Organizations, HeadspaceFitOn Health for Small Businessno first choiceagainst: BetterHelp
Two alternatives
BetterMe Business, Headspace Core for Small BusinessFive alternatives
Calm Health, Compt, Spring Health, Wellable, WellhubOne alternative
Wysa for TeamsMuse Glimmer 30BWolibano first choiceChangedVantage Fit, YuMuuvagainst: CoreHealthVantage Fit, Wellableno first choiceagainst: Calm Health, ClassPass, CoreHealth, Headspace, Limeade, Personify Health, Talkspace, WellRight, Wellhub
Five alternatives
GoJoe, MoveSpring, Vantage Fit, Wellbees, YuMuuvFive alternatives
Headspace, Mutual of Omaha, Nivati, Talkspace, ThriveFour alternatives
Headspace, Unmind, Wellable, Wellness360Four alternatives
Avidon Health, Nectar, Wellhub, YuMuuvBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:04 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:23 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:52 | yes | 18 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 10:23 | yes | 24 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:02 | yes | 22 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:14 | yes | 11 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:58 | yes | 21 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:04 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:54 | no | 0 | 39 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:39 | yes | 13 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:44 | yes | 23 | 83 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:19 | yes | 5 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:57 | yes | 4 | 24 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:52 | yes | 19 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:09 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:20 | no | 0 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:37 | yes | 8 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:12 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:49 | yes | 10 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:49 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:46 | yes | 19 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:02 | yes | 5 | 4 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:38 | no | 0 | 67 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:22 | yes | 10 | 16 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:36 | yes | 13 | 20 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:40 | yes | 10 | 28 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:03 | yes | 2 | 10 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:55 | yes | 11 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:47 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:42 | yes | 5 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:10 | yes | 27 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 12:01 | yes | 20 | 8 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:02 | yes | 20 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:19 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:37 | yes | 24 | 41 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:57 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:35 | no | 0 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:15 | yes | 20 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:44 | yes | 17 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:07 | yes | 13 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:28 | yes | 6 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:39 | yes | 22 | 45 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:10 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:54 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:15 | yes | 13 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:07 | yes | 20 | 7 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:42 | yes | 20 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:26 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:06 | yes | 22 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:58 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:36 | no | 0 | 29 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:00 | yes | 14 | 18 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:16 | yes | 13 | 44 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:34 | yes | 9 | 17 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:45 | yes | 2 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:22 | yes | 10 | 37 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:09 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:07 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:56 | yes | 18 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:50 | yes | 18 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:00 | yes | 11 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:57 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:45 | yes | 21 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:49 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:49 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:13 | no | 0 | 19 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:34 | yes | 13 | 45 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:36 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:55 | yes | 2 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:08 | yes | 12 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:36 | yes | 35 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:19 | yes | 5 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:24 | yes | 13 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:58 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:58 | yes | 19 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:11 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:08 | yes | 24 | 38 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:44 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:18 | yes | 12 | 59 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:04 | yes | 10 | 25 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:20 | yes | 24 | 79 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:17 | yes | 15 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:20 | yes | 3 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:39 | yes | 11 | 23 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Calm read as Calm Health
Calm Business read as Calm Health
Calm for Business read as Calm Health
Headspace Care read as Ginger
Headspace Core read as Headspace
Lyra read as Lyra Health
Unresolved, counted raw
Calm for Work
FitOn Health for Small Business
Gusto Perks
Happiful
Headspace Core for Small Business
Headspace Work
Headversity
Juno
Kona
Livongo
Meditopia
Moolah / MyVoucherCodes
Mutual of Omaha
MyFitnessPal
Perks.com
Pleaz
Plumm
Springboard HR
Thrive EAP
Unplug
Wysa for Teams
YouCare (by Happiest Minds)
Discontinued, still offered
No shut-down product was recommended here.