Coaching platforms for small business buyers
Asked as “employee coaching platform”, and as “digital coaching marketplace”, on behalf of a small B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
11%
Contested · CoachHub 7%
1115Five07CoachHub07Coaching.com75others
11% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: 15Five (8%) replaces Boon Health (28% then, 4% now), 4 points clear, inside the 13-point floor.15Five leads at 8%, replacing Boon Health, which led at 28% and stands at 4% now: 4 points clear, inside the floor, so the swap reads as unsettled.
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
15Five11%Contested↗new leaderNew leader since September 2026: 15Five (8%) replaces Boon Health (28% then, 4% now), 4 points clear, inside the 13-point floor.This pageMid-market
Growthspace20%Contested▼−3Since September 2026: 26% → 23%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
BetterUp46%Clear leader▼−2Since September 2026: 49% → 47%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →
15Five11%Contested↗new leaderNew leader since September 2026: 15Five (8%) replaces Boon Health (28% then, 4% now), 4 points clear, inside the 13-point floor.This pageMid-marketGrowthspace20%Contested▼−3Since September 2026: 26% → 23%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseBetterUp46%Clear leader▼−2Since September 2026: 49% → 47%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.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
0115Five11%0%14accepted challenger▲+2Since September 2026: 6% → 8%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 8%
15Five11%0%14accepted challenger▲+2Since September 2026: 6% → 8%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 8%02
CoachHub7%69%42criticized challenger▼−1Since September 2026: 9% → 8%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.9% → 8%
CoachHub7%69%42criticized challenger▼−1Since September 2026: 9% → 8%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.9% → 8%03
Risely5%0%10accepted challenger▼−11Since September 2026: 17% → 6%, −11 points. Inside the 13-point floor: within noise. Read over the models both editions asked.17% → 6%
Risely5%0%10accepted challenger▼−11Since September 2026: 17% → 6%, −11 points. Inside the 13-point floor: within noise. Read over the models both editions asked.17% → 6%04
Simply.Coach4%0%21accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 4%
Simply.Coach4%0%21accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 4%05
CoachAccountable4%0%19accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%
CoachAccountable4%0%19accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%06
Delenta4%0%11accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 4%
Delenta4%0%11accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 4%07
Paperbell2%12%16accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%
Paperbell2%12%16accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%08BetterUp2%79%38criticized challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%
BetterUp2%79%38criticized challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%Show the two products at 0%, ordered by negative rate
10
EZRA0%93%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%
EZRA0%93%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%09
Torch0%81%16criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Torch0%81%16criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.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 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
Growthspace vs LatticeGrowthspace vs Boon HealthGrowthspace vs Simply.CoachGrowthspace vs CoachHubExec vs TorchExec vs 15FiveExec vs LatticeExec vs Boon HealthExec vs Simply.CoachExec vs CoachHubTorch vs 15FiveTorch vs LatticeTorch vs Boon HealthTorch vs Simply.CoachTorch vs CoachHub15Five vs Lattice15Five vs Boon Health15Five vs Simply.Coach15Five vs CoachHubLattice vs Boon HealthLattice vs Simply.CoachLattice vs CoachHubBoon Health vs Simply.CoachBoon Health vs CoachHubSimply.Coach vs CoachHub
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 →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
0115Five11%
15Five11%02CoachHub7%
CoachHub7%03Risely5%
Risely5%04Simply.Coach4%
Simply.Coach4%05CoachAccountable4%
CoachAccountable4%06Delenta4%
Delenta4%07Paperbell2%
Paperbell2%08BetterUp2%
BetterUp2%09Torch0%
Torch0%10EZRA0%
EZRA0%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.
BetterUp79%
30 of 38 labels negative · 11 of 14 models · 11 hard negative
“Often criticized for enterprise-level pricing ... making it unaffordable for most small businesses. Some versions have even shut down, indicating instability.” Mistral Small, negative prompt
CoachHub69%
29 of 42 labels negative · 11 of 14 models · 11 hard negative
“Another enterprise-focused platform with similar high pricing, making it less accessible for small businesses.” Mistral Small, negative prompt
EZRA93%
14 of 15 labels negative · 10 of 14 models · 8 hard negative
“Known for high costs and enterprise orientation, not ideal for small business budgets.” Mistral Small, negative prompt
Torch81%
13 of 16 labels negative · 9 of 14 models · 7 hard negative
“Also targeted at larger enterprises, with pricing that is generally out of reach for small businesses.” 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
79 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. 1128 links across 261 sites, every framing counted. Ranked by the number of answers carrying the site or page. 81 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.
38 answers · 67 citations · 11 models
vendor site · Coachful25 answers · 38 citations · 10 models
vendor site · Paperbell21 answers · 25 citations · 12 models
20 answers · 32 citations · 11 models
19 answers · 29 citations · 11 models
19 answers · 21 citations · 10 models
vendor site · G217 answers · 25 citations · 8 models
vendor site · MentorcliQ17 answers · 17 citations · 10 models
16 answers · 24 citations · 9 models
16 answers · 21 citations · 9 models
16 answers · 18 citations · 10 models
15 answers · 20 citations · 10 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.
37 answers · 11 models
24 answers · 9 models
16 answers · 9 models
15 answers · 9 models
15 answers · 10 models
15 answers · 8 models
14 answers · 9 models
14 answers · 10 models
13 answers · 9 models
13 answers · 6 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 | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| 15Five 15five.com | 11% | 296 | 6,600 | 32 | 32,362 | 22 | ||
| Coaching.com coaching.com | 7% | 11 | 18,100 | 0 | 840,427 | |||
| CoachHub coachhub.com | 7% | 148 | 1,900 | 18 | 35,044 | 7 | 1 | |
| Risely risely.me | 5% | 25 | 210 | 227,910 | 6,577 | |||
| Boon boon-health.com Boon Health 5% | 5% | 47 | 140 | 108 | 395 | 4 | 4 | |
| Simply.Coach simply.coach | 4% | 34 | 320 | 0 | 6,500 | 7 | 7 | |
| CoachAccountable coachaccountable.com | 4% | 32 | 1,300 | 11 | 1,444 | 0 | ||
| Delenta delenta.com | 4% | 16 | 320 | 3 | 337 | 1 | ||
| TalentLMS talentlms.com | 4% | 348 | 8,100 | 103 | 82,431 | $1,179 | 119 | |
| Cloverleaf cloverleaf.me | 4% | 9 | 5 |
Google's top ten for the three searches hold 20 sites; 4 of them are among the sites the models cited here (boon-health.com, mentorcliq.com, paperbell.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 a small B2B company?”Paraphrase“Which digital coaching marketplace would you recommend to a small business that sells to other businesses?”Comparative“What are the top coaching platforms for a small team and how do they differ?”Budget-constrained“What is the best employee coaching platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an employee coaching platform. What should we look at?”Negative“Which coaching platforms should a small business avoid or be cautious about?”
Claude Haiku 4.515Five, LatticeProfiChangedDelenta, PaperbellEdApp, TalentLMSno first choiceagainst: Ivy Capital, Trillion Dollar Growth
Two alternatives
BetterUp, Boon HealthTwo alternatives
Gong, MindtickleThree alternatives
CoachVantage, HoneyBook, Simply.CoachThree alternatives
15Five, GoSkills, Rocky.aiGPT-5.4 miniCloverleafSimply.CoachChangedCoachfulFrontline Coachno first choiceagainst: Mindbody, NPE, Smart Coach, Tom Ferry
Three alternatives
CoachVantage, Simply.Coach, UpCoachThree alternatives
CoachHub, Coaching Quest, ViblyFive alternatives
Axiom Workspace, Backbone AI, Planner.coach, Profi, UpCoachTwo alternatives
Huckleberry, StaffCircleGemini 3.5 FlashBoon Healthagainst: BetterUp, GongMySalesCoachChangedagainst: BetterUp, CoachHub, EZRAGrowthspace, Simply.Coachagainst: BetterUp, CoachHubMentornityagainst: BetterUp, Chronus, CoachHub, TogetherExecagainst: BetterUp, CoachHubagainst: BetterUp, CoachHub, GoHighLevel, Kajabi, Keap, Trainerize
Five alternatives
Bravely, Claap, Growthspace, Jiminny, Second NatureFive alternatives
Coaching.com Marketplace, GrowthMentor, Growthspace, Paperbell, Simply.CoachFive alternatives
Boon Health, CoachAccountable, Coachello, Delenta, PaperbellSeven alternatives
15Five, Cloverleaf, EasyCoach, Lattice, MentorStack, Mentorloop, SideCoachSix alternatives
15Five, Boon Health, Growthspace, Lattice, Leapsome, MarleePerplexity SonarCoachHubCoaching.comChangedagainst: BetterUp, CoachHubCoachAccountable, UpCoachagainst: PaperbellRisely, TaskHumanagainst: Bravely, SkillCycleno first choiceagainst: BetterUp, CoachHub, EZRA, Torch
Two alternatives
Risely, SkillCycleTwo alternatives
Mighty Networks, Yo!CoachThree alternatives
GroupApp, Mighty Networks, PracticeGrok 4.1 FastCoachAccountableagainst: BetterUp, CoachHub, TorchGrowthMentorChangedagainst: CoachHubCoachAccountable, Paperbell, Simply.Coach, UpCoach15Fiveagainst: BetterUp, CoachHub, EZRAMotivosityagainst: BetterUp, CoachHubagainst: BetterUp, CoachHub, EZRA, Guidance Living, Lurn, Position Gurus/Top Shelf Ecommerce, Torch, Yo!Coach
Three alternatives
15Five, CoachVantage, Simply.CoachTwo alternatives
Clarity.fm, UpworkFive alternatives
ADPList, CoachAccountable, Coaching Loft, MicroMentor, Simply.CoachSix alternatives
Betterworks, CoachAccountable, Culture Amp, Lattice, PerformYard, Simply.CoachMistral SmallMesh, TrakstarCoachHubChangedCoachVantage, Simply.CoachTaskHuman, Togetherno first choiceagainst: BetterUp, CoachHub, EZRA, Torch
One alternative
SkillCycleTwo alternatives
BetterUp, NoomiiTwo alternatives
Circle, PaperbellTwo alternatives
Marlee, TalkspaceDeepSeek V4 Flash15FiveBoon HealthChangedagainst: BetterUp, CoachHubRisely, Torchagainst: BetterUp, CoachHubThriveSparrowagainst: BetterUp, CoachHubCloverleaf, Marleeagainst: BetterUp, CoachHub, EZRA, Torchagainst: Coaching.com, Kajabi, Teachable, Thinkific, Yo!Coach
Four alternatives
CoachHub, Leapsome, Peoplebox, Workleap OfficevibeThree alternatives
Exec, Growthspace, RiselyThree alternatives
CoachAccountable, Paperbell, Simply.CoachThree alternatives
15Five, Peoplebox, TeamflectThree alternatives
15Five, Culture Amp, LatticeLlama 4 Maverickno first choiceno first choiceHeldno first choiceTalentLMSno first choiceagainst: BetterUp, CoachHub, EZRA, Torch
Two alternatives
Delenta, PaperbellQwen 3.7 FlashMeshagainst: BetterUp, CoachHubCoachHub, Coaching.comChangedCoachAccountable, PaperbellEdify.ai, Riselyagainst: BetterUpno first choiceagainst: Cornerstone, Workdayagainst: BetterUp, CoachHub, EZRA, Profi, Torch
Four alternatives
Boon Health, Lingo Live, Mentora, TalentLMSThree alternatives
LinkedIn Services, Noomii, Topmate.ioFive alternatives
BetterUp, CoachHub, CoachVantage, Coachful, Sounding BoardFive alternatives
CoachAccountable, Growthspace, TaskHuman, Torch, Valence Health / NadiaKimi K215Five, Riselyagainst: BetterUp, CoachHub, SpeexxGrowthMentorChangedCoachVantage, Riselyagainst: BetterUpDelenta, Waggleagainst: BetterUp, CoachHub, EZRA, MentorcliQ, Mesh, Together, Torchno first choiceagainst: BetterUp, CoachHub, EZRA, Lurn, Torch
Two alternatives
Culture Amp, LatticeTwo alternatives
Clarity.fm, MentorCruiseFour alternatives
CoachHub, Marlee, Rocky.ai, TorchTwo alternatives
MentorCity, MentorinkGLM 4.7 FlashXno first choiceDelenta, PaperbellChangedCoachAccountable, Simply.Coachagainst: BetterUp, CoachHubPeopleGoalno first choiceagainst: Coachfully, Coachingly.ai, Speexx, TrueCoach, Vagaro
Four alternatives
CoachHub, Noomii, Sharpist, ThumbtackSix alternatives
FreshLearn, Mighty Networks, Paperbell, Practice Better, Satori, UpCoachThree alternatives
BambooHR, Simply.Coach, TalentLMSMiniMax M2.5BetterUp, CoachHubCoaching.com, LelandChangedDelentaagainst: PaperbellQuenza, Simply.Coachno first choiceagainst: BetterUp, CoachHub, EZRA, Profi, Torch
Three alternatives
Mesh, Motivosity, SkillCycleOne alternative
MentorCruiseFour alternatives
CoachAccountable, Coachful, Simply.Coach, UpCoachThree alternatives
CoachAccountable, CoachVantage, DelentaGPT-6 Luna15Fiveagainst: LatticeCoaching.comChangedCoachAccountableTeamflectno first choiceagainst: Apply Knowledge, Coaching Department, Lurn
One alternative
AvomaOne alternative
ExecThree alternatives
Paperbell, Simply.Coach, UpCoachOne alternative
Effy AIMuse Glimmer 30B15Fiveagainst: BetterUp, CoachHub, EZRA, TorchBoon HealthChangedagainst: CoachHubCoachAccountableCoachAccountable, Upduoagainst: BetterUp, CoachHub, EZRA, Torchno first choiceagainst: BetterUp, CoachHub, EZRA, Gabbi LLC / Glo With Gabbi, Lurn, Practice, Strength In Harmony, Torch, Valence
Four alternatives
Culture Amp, GoCo, Lattice, QuoOne alternative
RiselyFive alternatives
Delenta, Paperbell, Practice Better, Simply.Coach, UpCoachThree alternatives
Delenta, Quenza, Simply.CoachBold 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 11:45 | yes | 17 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:04 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:34 | yes | 12 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:53 | yes | 17 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:32 | yes | 23 | 15 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:28 | yes | 11 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:32 | yes | 23 | 31 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:42 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:56 | yes | 16 | 79 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:38 | yes | 24 | 29 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:43 | yes | 21 | 100 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:13 | yes | 12 | 81 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:10 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:52 | yes | 21 | 39 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:14 | yes | 19 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:26 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:45 | yes | 16 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 09:13 | yes | 27 | 6 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:11 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:29 | yes | 13 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:55 | yes | 21 | 26 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:10 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:58 | yes | 12 | 88 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:06 | yes | 20 | 30 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:28 | yes | 15 | 17 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:54 | yes | 12 | 28 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:28 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:19 | yes | 16 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:01 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:29 | yes | 6 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:27 | yes | 16 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:02 | yes | 19 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:01 | yes | 22 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:09 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:11 | yes | 24 | 37 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:40 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:48 | yes | 10 | 66 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:01 | yes | 14 | 20 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:44 | yes | 15 | 38 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:42 | yes | 14 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:28 | yes | 4 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:57 | yes | 25 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:40 | yes | 9 | 6 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:52 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:32 | yes | 17 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:15 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:59 | yes | 23 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:58 | yes | 10 | 26 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:22 | yes | 22 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:14 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:11 | yes | 17 | 79 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:00 | yes | 21 | 29 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:16 | yes | 24 | 30 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:44 | yes | 17 | 28 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:59 | yes | 2 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:13 | yes | 23 | 30 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:47 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:35 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:05 | yes | 13 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:04 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:20 | yes | 19 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:05 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:35 | yes | 19 | 34 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:11 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:26 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:01 | yes | 14 | 17 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:55 | yes | 14 | 19 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:52 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:27 | yes | 1 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:45 | yes | 15 | 35 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:45 | yes | 16 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:05 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:00 | yes | 20 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 08:43 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:06 | yes | 20 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:03 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:16 | yes | 22 | 48 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:20 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:03 | yes | 10 | 54 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:32 | yes | 22 | 21 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:55 | yes | 20 | 51 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:17 | yes | 11 | 25 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:50 | yes | 2 | 12 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:24 | yes | 22 | 27 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
Apply Knowledge
Axiom Workspace
Backbone AI
Business Coach Directory
Claap
CoachNow
Coachfully
Coaching Department
Coaching Quest
Coaching.com Marketplace
Edify.ai
Frontline Coach
Gabbi LLC / Glo With Gabbi
GoHighLevel
Guidance Living
Huckleberry
Ivy Capital
Leland
Lingo Live
NPE
Navryn
Planner.coach
Position Gurus/Top Shelf Ecommerce
Quo
Sharpist
SideCoach
SourceForge coaching tools
Spoke
Tom Ferry
Topmate.io
Trillion Dollar Growth
Upduo
Valence Health / Nadia
Vibly
Waggle
tldv.io
Discontinued, still offered
No shut-down product was recommended here.