One of fourteen models named Boon Health first on the direct prompt; zero named CoachHub. Boon Health was named by eight of the fourteen models and CoachHub by thirteen and Boon Health carries 16 labels and CoachHub 40, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the coaching platforms page.
Across every category in the October 2026 Edition, Boon Health and CoachHub were named in the same answer forty times, of the 47 answers naming Boon Health and the 151 naming CoachHub. In those answers CoachHub took the first choice six times and Boon Health three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid These (Due to Cost)... Usage-based, good but potentially expensive” DeepSeek V4 Flash · budget prompt · hard negative
“Boon is best for mid-market and enterprise companies that want coaching at every level without paying for unused seats” Claude Haiku 4.5 · direct prompt · first choice
“For a mid-sized B2B company (roughly 500–5,000 employees), Boon stands out as the strongest recommendation.” DeepSeek V4 Flash · paraphrase prompt · first choice
“offers usage-based or credit-based pricing, such as Boon or Exec.com” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“CoachHub - Employee concerns include: - Low salaries and pay transparency issues - Leadership concerns and "gaslighting" in business reviews” GLM 4.7 FlashX · negative prompt · hard negative
“Enterprise platforms to avoid (for tight budgets): BetterUp, CoachHub, Torch, and EZRA” MiniMax M2.5 · budget prompt · hard negative
“Avoid These (Due to Cost)... Enterprise-focused with volume pricing and high minimums.” DeepSeek V4 Flash · budget prompt · hard negative
“I would recommend CoachHub as the strongest default choice for a digital coaching marketplace” Perplexity Sonar · paraphrase prompt · first choice
“Large organization (1000+ employees) → BetterUp or CoachHub” Kimi K2 · comparative prompt · first choice
“CoachHub is the conventional mid-market choice” Muse Glimmer 30B · paraphrase prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.