HR AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Learning and development September 2026 Edition

Coaching platforms

Asked as “employee coaching platform”, and as “digital coaching marketplace”, on behalf of a mid-market B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
26% of first choices, contested.

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.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Growthspace26%4%28accepted challenger
02Boon Health22%7%30accepted challenger
03Exec13%4%27accepted challenger
04Torch7%0%29accepted challenger
05CoachHub6%29%38criticized challenger
06Risely4%11%18accepted challenger
07BetterUp2%55%38criticized challenger
Show the three products at 0%, ordered by negative rate
10Valence0%10%10accepted challenger
08CoachAccountable0%0%12accepted challenger
09Paperbell0%0%10accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

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 →
01
02
03
04
05
06
07
08
09
10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Growthspace26%
02Boon Health22%
03Exec13%
04Torch7%
05CoachHub6%
06Risely4%
07BetterUp2%
08CoachAccountable0%
09Paperbell0%
10Valence0%

02What they warned about

Zero of twelve 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, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
BetterUp
55%
21 of 38 labels negative · 9 of 12 models · 8 hard negative
“**Avoid per-seat enterprise platforms** — BetterUp ($500–$2,000/seat/year) ... charge for every employee whether they use it or not” DeepSeek V4 Flash, budget prompt
CoachHub
29%
11 of 38 labels negative · 7 of 12 models · 3 hard negative
“**Avoid per-seat enterprise platforms** — ... CoachHub ($200–$800/seat/year) charge for every employee whether they use it or not” DeepSeek V4 Flash, budget prompt
Coach.me
83%
5 of 6 labels negative · 5 of 12 models · 5 hard negative
“**coach.me** - Has reports of unauthorized charges and appears to have identity issues with similar-named companies” MiniMax M2.5, negative prompt
Coaches Console
100%
3 of 3 labels negative · 3 of 12 models · 3 hard negative
“**Coaches Console** is described as having an outdated interface and poor value in the 2026 review.[6]” Perplexity Sonar, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

64 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 771 links across 221 sites, every framing counted. Ranked by the number of answers carrying the site or page.

44 answers · 56 citations · 11 models
vendor site · Torch24 answers · 26 citations · 11 models
22 answers · 23 citations · 9 models
vendor site · Coachello18 answers · 27 citations · 9 models
vendor site · Exec15 answers · 17 citations · 8 models
vendor site · 360Learning14 answers · 14 citations · 9 models
13 answers · 14 citations · 7 models
13 answers · 14 citations · 8 models
vendor site · Circle13 answers · 13 citations · 9 models
vendor site · Zendikt11 answers · 12 citations · 7 models
vendor site · Paperbell10 answers · 13 citations · 6 models
10 answers · 10 citations · 7 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.

04How 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.
ModelDirect“What is the best employee coaching platform for a mid-market B2B company?”Paraphrase“Which digital coaching marketplace would you recommend to a mid-sized B2B company?”Comparative“What are the top coaching platforms and how do they differ?”Budget-constrained“What is the best employee coaching platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an employee coaching platform. What should we look at?”Negative“Which coaching platforms should I avoid or be cautious about?”
Claude Haiku 4.5Torch
One alternativeAvoma
against: BetterUp, CoachHub
no first choiceChangedBetterUp
Three alternativesCoachHub, Simply.Coach, Valence
Bravely
Three alternativesCoachello, Risely, Together
no first choicenothing named
GPT-5.4 miniLattice
Four alternativesBetterUp, CoachHub, Growthspace, Torch
TorchChanged
Three alternativesCoachHub, Mindtickle, SecondBody
CoachVantage, Simply.Coach, Zoee
Ten alternativesBetterUp, Bonsai, Circle, CoachAccountable, CoachHub, EZRA, Growthspace, HoneyBook, Mighty Networks, Wix
StaffCircle, ThriveSparrowagainst: BetterUp, EZRAno first choiceagainst: Air AI, Growth Cave, IM Mastery Academy, Lurn, Zurixx
Gemini 3.5 FlashExec, Growthspace
Two alternativesBoon Health, Torch
against: BetterUp, CoachHub
GrowthspaceChanged
Three alternativesBoon Health, CoachHub, Torch
against: BetterUp
BetterUp, Paperbell
Six alternativesCoachAccountable, CoachHub, Coachello, Simply.Coach, Torch, UpCoach
Risely, Rocky.ai
Five alternatives15Five, Lattice, Simply.Coach, Together, Valence
against: BetterUp, CoachHub
no first choiceagainst: Bark.com, Noomii, Thumbtack
Perplexity SonarBoon Health
Five alternativesBetterUp, CoachHub, Exec, Growthspace, Torch
GrowthspaceChanged
Three alternativesCoachHub, Exec, Torch
against: Boon Health
no first choice
Ten alternativesCircle, CoachAccountable, Kajabi, Mighty Networks, Paperbell, Practice Better, Satori, Teachable, Thinkific, UpCoach
Boon Health, Bravely
Two alternativesRisely, Rocky.ai
no first choiceagainst: Coaches Console, Coaching Lobby, Profi
Grok 4.1 FastExec
Three alternativesBoon Health, Growthspace, Torch
against: BetterUp, CoachHub
GrowthspaceChanged
Two alternativesExec, Torch
against: BetterUp, CoachHub
Paperbell
Four alternativesCoachAccountable, CoachVantage, Satori, Simply.Coach
against: Practice
SC Training
Three alternativesFeedbackPulse, ProProfs Training Maker, TalentLMS
against: BetterUp, CoachHub
no first choiceagainst: BetterUp, Coach.me, Simplilearn
Mistral SmallExec, Growthspace
Two alternativesBoon Health, Torch
CoachHub, GrowthspaceChanged
One alternativeTorch
no first choice360Learning, Exec
Two alternativesWhale, ZandaX
no first choiceagainst: Coaches Console, Coaching Lobby, Profi
DeepSeek V4 FlashBoon Health, Growthspace
Two alternativesCoachHub, Torch
against: BetterUp
CoachHubChanged
Two alternativesExec, Growthspace
against: BetterUp, Risely, Valence
no first choice
Eight alternativesBetterUp, Circle, CoachAccountable, CoachHub, Kajabi, Paperbell, Satori, Thinkific
Boon Health
Three alternativesExec, Mesh, Risely
against: BetterUp, CoachHub
CoachHub, Exec, Growthspace, Torchagainst: BetterUp, Boon Health, Riselyagainst: Coach.me, Coaching Department / Apply Knowledge, Guidance / Thrive Learning, MOBE, Noom
Llama 4 MaverickBoon Health
Three alternativesExec, Growthspace, Torch
Exec, GrowthspaceChangedno first choiceBoon Health, Exec
Seven alternativesBravely, EZRA, Imperative, Risely, Rocky.ai, Sounding Board, Together
no first choiceagainst: Coaches Console, Coaching Lobby, Profi, Spook Luke's GCR/Grand Champ Road Map
Qwen 3.7 FlashBoon Health
Four alternativesExec, Growthspace, Hone, Torch
against: BetterUp
BetterUpChanged
Three alternativesClarity.fm, CoachHub, Gerson Lehrman Group
no first choice
Six alternativesAcuity Scheduling, CoachAccountable, GoHighLevel, HoneyBook, Outseta, Teamworks
15Five, Thrive Go
Five alternatives360Learning, Bravely, PeopleGoal, ProProfs Training Maker, Risely
no first choiceagainst: Akela Global, Craigslist, Fiverr, Nu Skin / IsoMetrix, Upwork
Kimi K2Boon Health, Growthspace
Three alternativesCoachHub, Exec, Torch
against: BetterUp, EZRA
GrowthspaceChanged
Two alternativesCoachHub, Exec
against: BetterUp, EZRA
BetterUp
Six alternativesCircle, CoachHub, EZRA, Paperbell, Torch, UpCoach
Boon Health, Risely
One alternativeTogether
against: BetterUp, CoachHub
no first choiceagainst: Coach.me, Strawberry.me
GLM 4.7 FlashXBoon Health
Five alternativesCoachHub, Exec, Growthspace, Risely, Torch
Growthspace, TorchChanged
Three alternativesBoon Health, CoachHub, Exec
against: BetterUp
no first choiceBoon Health
Two alternativesCoachVantage, Risely
against: BetterUp, Canvas LMS, CoachHub, Exec, GoSkills, Growthspace, Moodle, Zoho Learn
no first choiceagainst: Coach.me, Lurn, Millennial Mastermind
MiniMax M2.5Boon Health, Growthspace
Three alternativesExec, Lattice, Torch
against: BetterUp, CoachHub
GrowthspaceChanged
One alternativeExec
against: CoachHub
no first choice360Learning
Three alternativesBoon Health, Exec, Valence
against: BetterUp
no first choiceagainst: Coach.me, TXEX
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The 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
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:26yes98 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:22yes36 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 22:02yes2042 s
Direct recommendationPerplexity Sonarsonar2026-09-17 19:00yes208 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:39yes3518 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 19:08yes55 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:38yes2058 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:28yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:57yes526 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:50yes949 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:34yes1058 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:46yes530 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:20no04 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:46yes37 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:16yes1423 s
ParaphrasePerplexity Sonarsonar2026-09-17 19:15yes207 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:34yes2917 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 21:26yes59 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:15yes1520 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:51yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:13no033 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:22yes723 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:40yes822 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:45yes515 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:12yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:54yes813 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:33yes1625 s
ComparativePerplexity Sonarsonar2026-09-17 21:24yes2010 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:54yes2817 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 19:13yes57 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:59yes2419 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:12yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:31no028 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:26yes928 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:50yes956 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:42yes725 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:35yes148 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:53yes34 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:14yes2530 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:04yes207 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:09yes3616 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:00yes128 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:55yes910 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:12yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:57yes2488 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:04yes837 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:24yes2734 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:40yes514 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:02no08 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:51no09 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:58yes1147 s
Scale constrainedPerplexity Sonarsonar2026-09-17 18:05yes2011 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:22yes1512 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:46no06 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:19yes2830 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:34yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:52yes930 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:56yes1231 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:32yes1359 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 21:45no011 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:41yes189 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:22yes47 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:46yes2324 s
Negative framingPerplexity Sonarsonar2026-09-17 18:59yes209 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:36yes3918 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 20:19yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 21:37yes3059 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:09yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:03no031 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:14yes1021 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:03yes2377 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:53yes512 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Boon read as Boon Health
Unresolved, counted raw
Akela Global
Avoma
Bunch.ai
CareerVillage Coach
Coachli
Executive.com
Ezy
FitWave.io
Gerson Lehrman Group (GLG)
GoHighLevel (GHL)
Growth Cave
Guidance / Thrive Learning
ICF Credential Registry
IM Mastery Academy
Life Coach Hub
Millennial Mastermind (via Mastermind.com/Dean Graziosi)
Nu Skin / IsoMetrix
Nudge Coach
Outseta
PerformSpark
Quenza
SecondBody
Simplero
Spook Luke's GCR/Grand Champ Road Map
Strawberry.me
TXEX
Teamworks
Thrive Go
Waggle
ZandaX
Zoee
Zurixx
iCoachWorld
quickcoach.fit
Discontinued, still offered
No shut-down product was recommended here.
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