Seven of twelve models named Boon Health first on the direct prompt; three named Exec. Boon Health was named by eleven of the twelve models and Exec by eleven and Boon Health carries 30 labels and Exec 27, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the coaching platforms page.
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. Five of six in this category shown.
“Under ~50 employees: Boon, Risely (lightweight, AI) ... one built for startups may not scale to your needs.provided” DeepSeek V4 Flash · scale prompt · soft negative
“it is less clearly the best fit for a typical mid-sized B2B buyer than Growthspace or CoachHub” Perplexity Sonar · paraphrase prompt · soft negative
“1. Boon - a usage-based platform with a curated network of coaches and AI-driven change management and practice tools.” Llama 4 Maverick · direct prompt · first choice
“Boon is the strongest overall pick — its usage-based model means you only pay for coaching that actually happens” DeepSeek V4 Flash · budget prompt · first choice
“If you want a single platform covering all levels and coaching formats with flexible, usage-based pricing: Boon.” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Not ideal for very tight budgets, but worth keeping on your radar as your company grows” GLM 4.7 FlashX · budget prompt · soft negative
“#1 on G2 for ease of use; hybrid human + AI roleplay; structured programs linking coaching to performance metrics.” Grok 4.1 Fast · direct prompt · first choice
“the best digital coaching marketplace for a mid-sized B2B company would be Growthspace or Exec.com” Llama 4 Maverick · paraphrase prompt · first choice
“Given you're at 500 people, I'd prioritize Growthspace, Exec.com, Torch, or CoachHub” DeepSeek V4 Flash · scale prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.