Coaching platforms for enterprise buyers
Asked as “employee coaching platform”, and as “digital coaching marketplace”, on behalf of an enterprise B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
44%
Clear leader
44BetterUp18CoachHub07EZRA31others
44% of first choices, clear leader.
Since October 2026▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.BetterUp held the lead, −2 points on 46%, 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
15Five16%Contested▲+5Since October 2026: 11% → 16%, +5 points. Inside the 13-point floor: within noise.Standing →Mid-market
CoachHub16%Contested↗new leaderNew leader since October 2026: CoachHub (16%) replaces Growthspace (20% then, 14% now), 2 points clear, inside the 13-point floor.Standing →Enterprise
BetterUp44%Clear leader▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.This page
15Five16%Contested▲+5Since October 2026: 11% → 16%, +5 points. Inside the 13-point floor: within noise.Standing →Mid-marketCoachHub16%Contested↗new leaderNew leader since October 2026: CoachHub (16%) replaces Growthspace (20% then, 14% now), 2 points clear, inside the 13-point floor.Standing →EnterpriseBetterUp44%Clear leader▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01BetterUp44%19%70endorsed leader▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.46% → 44%
BetterUp44%19%70endorsed leader▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.46% → 44%02CoachHub18%16%70accepted challenger▲+1Since October 2026: 17% → 18%, +1 point. Inside the 13-point floor: within noise.17% → 18%
CoachHub18%16%70accepted challenger▲+1Since October 2026: 17% → 18%, +1 point. Inside the 13-point floor: within noise.17% → 18%03
EZRA7%5%40accepted challenger▲+5Since October 2026: 2% → 7%, +5 points. Inside the 13-point floor: within noise.2% → 7%
EZRA7%5%40accepted challenger▲+5Since October 2026: 2% → 7%, +5 points. Inside the 13-point floor: within noise.2% → 7%04EasyCoach5%20%10accepted challenger▼−5Since October 2026: 10% → 5%, −5 points. Inside the 13-point floor: within noise.10% → 5%
05
Risely4%8%12accepted challenger▼−6Since October 2026: 10% → 4%, −6 points. Inside the 13-point floor: within noise.10% → 4%
Risely4%8%12accepted challenger▼−6Since October 2026: 10% → 4%, −6 points. Inside the 13-point floor: within noise.10% → 4%06
Boon Health4%21%14accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise.0% → 4%
Boon Health4%21%14accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise.0% → 4%07
Growthspace2%4%24accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%
Growthspace2%4%24accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%08
Together2%0%14accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
Together2%0%14accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%Show the three products at 0%, ordered by negative rate
09
Torch0%9%33accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Torch0%9%33accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%11
Exec0%8%13accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 13-point floor: within noise.6% → 0%
Exec0%8%13accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 13-point floor: within noise.6% → 0%10
Simply.Coach0%4%25accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Simply.Coach0%4%25accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
CoachHub vs Boon HealthCoachHub vs Simply.CoachCoachHub vs CoachAccountableCoachHub vs EZRAGrowthspace vs BetterUpGrowthspace vs TorchGrowthspace vs Boon HealthGrowthspace vs Simply.CoachGrowthspace vs CoachAccountableGrowthspace vs EZRABetterUp vs TorchBetterUp vs Boon HealthBetterUp vs Simply.CoachBetterUp vs CoachAccountableBetterUp vs EZRATorch vs Boon HealthTorch vs Simply.CoachTorch vs CoachAccountableTorch vs EZRABoon Health vs Simply.CoachBoon Health vs CoachAccountableBoon Health vs EZRASimply.Coach vs CoachAccountableSimply.Coach vs EZRACoachAccountable vs EZRA
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 →
010203E04
05060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01BetterUp44%
BetterUp44%02CoachHub18%
CoachHub18%03EZRA7%
EZRA7%04EasyCoach5%
05Risely4%
Risely4%06Boon Health4%
Boon Health4%07Growthspace2%
Growthspace2%08Together2%
Together2%09Torch0%
Torch0%10Simply.Coach0%
Simply.Coach0%11Exec0%
Exec0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.20, Llama 4 Maverick, Kimi K2, MiniMax M2.5 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.
BetterUp19%
13 of 70 labels negative · 9 of 14 models · 1 hard negative
“Platforms to Avoid for Cost Predictability ... Per-seat licensing — costs scale linearly with headcount” Kimi K2, budget prompt
CoachHub16%
11 of 70 labels negative · 8 of 14 models · 1 hard negative
“Platforms to Avoid for Cost Predictability ... Per-seat licensing — pay for access whether used or not” Kimi K2, budget prompt
Profi100%
3 of 3 labels negative · 3 of 14 models · 3 hard negative
“Profi: Avoid for new deployments; it reportedly ceased operations after an acquisition” Perplexity Sonar, negative prompt
Boon Health21%
3 of 14 labels negative · 3 of 14 models
“General marketplace-style platforms (some aspects of Grow, Boon, or similar): Can lead to coach-employee mismatches, higher costs for broad access” Grok 4.20, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
77 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. 822 links across 177 sites, every framing counted. Ranked by the number of answers carrying the site or page. 28 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.
57 answers · 89 citations · 13 models
37 answers · 60 citations · 12 models
vendor site · CoachHub36 answers · 47 citations · 12 models
vendor site · Easygenerator32 answers · 44 citations · 12 models
vendor site · G222 answers · 31 citations · 9 models
21 answers · 27 citations · 10 models
vendor site · BetterUp17 answers · 31 citations · 8 models
vendor site · Torch16 answers · 20 citations · 8 models
vendor site · Coachello16 answers · 17 citations · 9 models
vendor site · Growthspace16 answers · 16 citations · 10 models
vendor site · Risely14 answers · 24 citations · 7 models
14 answers · 15 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.
43 answers · 13 models
27 answers · 12 models
26 answers · 12 models
24 answers · 11 models
19 answers · 10 models
18 answers · 7 models
18 answers · 8 models
17 answers · 8 models
14 answers · 7 models
14 answers · 10 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 coaching platform”, “coaching platforms”, “employee coaching platform”. 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| BetterUp betterup.com | 44% | 147 | 9,900 | 354 | 1,159,872 | 0 | 5 |
| CoachHub coachhub.com | 18% | 133 | 1,900 | 18 | 35,044 | 7 | 1 |
| EZRA helloezra.com | 7% | 61 | 40,500 | 21,455 | 6,066 | 10 | |
| EasyCoach | 5% | 210 | 0 | ||||
| Risely risely.me | 4% | 17 | 210 | 227,910 | 6,577 | ||
| Boon boon-health.com Boon Health 4% | 4% | 48 | 140 | 108 | 395 | 4 | 4 |
| Growthspace growthspace.com | 2% | 71 | 390 | 11 | 44,789 | 0 | |
| Together togetherplatform.com | 2% | 179 | 165,000 | 1,119,610 | 37,952 | 0 | 3 |
| 15Five 15five.com | 2% | 352 | 6,600 | 32 | 32,362 | 22 | |
| Inspire Software inspiresoftware.com | 2% | 1 |
Google's top ten for the three searches hold 20 sites; 5 of them are among the sites the models cited here (betterup.com, boon-health.com, coachello.ai, coachhub.com, simply.coach). The first result for “best employee coaching platform” is mentorcliq.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 coaching platform for an enterprise B2B company?”Paraphrase“Which digital coaching marketplace would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade coaching platforms and how do they differ?”Budget-constrained“What is the best employee coaching platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an employee coaching platform. What should we look at?”Negative“Which coaching platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceBetterUpChangedBetterUpEasyCoach, Riselyno first choicenothing named
Two alternatives
CoachHub, EZRAFive alternatives
CoachHub, EZRA, Exec, Growthspace, ValenceOne alternative
ValenceGPT-5.4 miniBetterUpGrowthspaceChangedBetterUpRapportno first choicenothing named
Six alternatives
AceUp, Chronus, CoachHub, Simply.Coach, Torch, ValenceThree alternatives
AceUp, BetterUp, CoachHubTwo alternatives
CoachHub, GrowthspaceFour alternatives
BetterUp, CoachHub, EZRA, TorchGemini 3.5 FlashBetterUpBetterUp, CoachHubChangedBetterUpEZRAagainst: BetterUp, CoachHubno first choiceagainst: BetterUp, CoachHub, Coachful, EZRA, Growthspace, Paperbell, Quenza, Torch
Six alternatives
CoachHub, EZRA, Gong, Growthspace, Mindtickle, TorchTwo alternatives
EZRA, TorchSix alternatives
Boon Health, Bravely, CoachHub, EZRA, Growthspace, TorchSeven alternatives
Boon Health, EasyCoach, Exec, Risely, Sounding Board, Torch, ValencePerplexity SonarBetterUpBetterUpHeldBetterUpBoon Healthagainst: BetterUp, CoachHubno first choiceagainst: BetterUp, EasyCoach, Profi
Five alternatives
CoachHub, Disprz, Exec, Growthspace, TorchOne alternative
CoachHubSeven alternatives
CoachHub, Coachello, EZRA, Exec, Growthspace, Simply.Coach, TorchOne alternative
RiselyGrok 4.20CoachHubBetterUpChangedBetterUp, CoachHubagainst: CoachAccountable, INTOOEZRAagainst: EasyCoach, Riselyno first choiceagainst: BetterHelp, BetterUp, Boon Health, ChatGPT, Claude, CoachVantage, CoachingLoft, Grow, Talkspace
Four alternatives
BetterUp, EZRA, Simply.Coach, TogetherTwo alternatives
CoachHub, EZRAFour alternatives
EZRA, Mentornity, Simply.Coach, TorchThree alternatives
BetterUp, CoachHub, Simply.CoachMistral SmallBetterUp, CoachHubBetterUp, CoachHubHeldCoachHubBoon Healthno first choiceagainst: BetterUp, CoachHub, Yoodli
Three alternatives
Simply.Coach, Together, TorchFive alternatives
BetterUp, EZRA, Growthspace, Simply.Coach, TogetherDeepSeek V4 FlashBetterUpBetterUpHeldBetterUpTogetheragainst: BetterUp, Boon Health, Cloverleaf, CoachHub, Execno first choicenothing named
Four alternatives
CoachHub, EZRA, Growthspace, TorchThree alternatives
CoachHub, Disprz, EZRAFive alternatives
CoachHub, EZRA, Simply.Coach, Torch, ValenceOne alternative
EasyCoachLlama 4 MaverickBetterUpCoachHubChangedno first choiceCoachHubno first choiceagainst: Coaches Console, Coaching Lobby, Profi
Four alternatives
CoachHub, Disprz, NovoEd, Paradiso SolutionsFour alternatives
BetterUp, EZRA, Exec, RiselyQwen 3.7 FlashBetterUpBetterUpHeldBetterUp, CoachHubEZRAagainst: BetterUpno first choiceagainst: BetterUp, CoachHub, CoachVantage, Coachful, Delenta, Mighty Networks, Paperbell, Rapport, Yoodli
Four alternatives
Deegle, Lumenos, Mendable, MentiferaOne alternative
CoachHubThree alternatives
EZRA, Growthspace, Simply.CoachOne alternative
Boon HealthKimi K2CoachHubBetterUpChangedBetterUpEZRA, EasyCoachagainst: BetterUp, CoachHubCoachHubagainst: BetterUp, CoachHub, EZRA, Rapport, Torch
Four alternatives
BetterUp, Boon Health, Growthspace, TorchOne alternative
CoachHubSix alternatives
Boon Health, CoachHub, EZRA, Sounding Board, Torch, ValenceOne alternative
Boon HealthThree alternatives
BetterUp, Simply.Coach, TorchGLM 4.7 FlashXBetterUpBetterUpHeldno first choiceInspire Software, Meshno first choiceagainst: CoachRX, Coaching Lobby, Coaching.com, Nudge Coach, PTDistinction, Practice, Profi, QuickCoach, Trainerize
Two alternatives
CoachHub, GrowthspaceOne alternative
CoachHubOne alternative
CoachHubMiniMax M2.5BetterUp, CoachHubBetterUpChangedBetterUpEasyCoachBetterUp, Coaching.com, Rally, Vienna, adisthinkagainst: CoachHub, MindTools, Plumaagainst: BetterUp, CoachHub
Three alternatives
EZRA, NovoEd, Paradiso SolutionsThree alternatives
CoachHub, Coachello, RiselyFour alternatives
CoachHub, EZRA, Simply.Coach, TorchThree alternatives
BetterUp, CoachHub, MavenGPT-6 LunaBetterUpBetterUpHeldBetterUp, CoachHub15Fiveno first choicenothing named
Two alternatives
Gong, MindtickleOne alternative
CoachHubFour alternatives
EZRA, Growthspace, Sounding Board, part of BTS, TorchOne alternative
CoachHubMuse Glimmer 30BBetterUp, CoachHubBetterUpChangedBetterUp, Simply.CoachRiselyagainst: BetterUp, Boon Health, CoachHub, Torchno first choiceagainst: ChatGPT, Claude, Copilot, Gemini, Simply.Coach
Five alternatives
Allego, Gong, Mindtickle, Paradiso Solutions, Simply.CoachOne alternative
CoachHubSeven alternatives
Chronus, CoachHub, Disprz, EZRA, Growthspace, Together, TorchOne alternative
ExecBold 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.
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 | 2026-11-01 10:26 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:48 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:52 | yes | 8 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:10 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:27 | yes | 5 | 30 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:17 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:45 | yes | 22 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:41 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:15 | no | 0 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:51 | yes | 9 | 39 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:38 | yes | 10 | 139 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:34 | yes | 5 | 26 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:38 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:31 | yes | 13 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:39 | yes | 18 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:49 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:12 | no | 0 | 13 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 08:41 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:31 | yes | 9 | 37 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:59 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:40 | yes | 21 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:15 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:47 | yes | 5 | 35 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:15 | yes | 10 | 16 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:53 | yes | 23 | 55 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:46 | yes | 10 | 31 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:27 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:19 | yes | 14 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:57 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:53 | yes | 4 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:00 | yes | 8 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:59 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:07 | yes | 5 | 35 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:50 | yes | 5 | 5 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:50 | yes | 19 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:42 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:24 | yes | 10 | 20 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:36 | yes | 25 | 56 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:22 | yes | 13 | 81 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:54 | yes | 5 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:42 | yes | 6 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:15 | yes | 11 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:15 | yes | 15 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:27 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:22 | yes | 9 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:38 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:11 | yes | 18 | 30 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:48 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:39 | yes | 23 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:14 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:43 | yes | 10 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:15 | yes | 14 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:59 | yes | 23 | 96 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:43 | yes | 10 | 36 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:50 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:58 | yes | 20 | 42 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:45 | no | 0 | 9 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:07 | yes | 3 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:11 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:01 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:17 | yes | 5 | 36 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:53 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:40 | yes | 20 | 29 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:24 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:47 | yes | 5 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:23 | yes | 20 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:10 | yes | 14 | 23 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:16 | no | 0 | 26 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:06 | yes | 4 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:31 | yes | 11 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:41 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:23 | yes | 3 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:51 | yes | 11 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:37 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:04 | yes | 13 | 43 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:41 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:02 | yes | 23 | 34 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:51 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:37 | yes | 10 | 58 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:36 | yes | 24 | 29 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:05 | yes | 23 | 81 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:38 | yes | 20 | 63 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:50 | yes | 2 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:05 | yes | 22 | 32 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
Boon read as Boon Health
Unresolved, counted raw
Balto
Coaching Intelligence Platform
Deegle
Grow
Heidrick & Struggles Coaching
Hyperbound
Inspire Software
Lumenos (formerly CoachHub)
Mendable
Mindvalley Coaching
NewLevelWork
Pluma
QuickCoach
Simply Coach
Sounding Board, part of BTS
Vienna
adisthink
Discontinued, still offered
No shut-down product was recommended here.