Four of fourteen models named Boon Health first on the direct prompt; zero named CoachAccountable. Boon Health was named by ten of the fourteen models and CoachAccountable by ten and Boon Health carries 21 labels and CoachAccountable 14, 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 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Three of four in this category shown.
“For most mid-market B2B companies, Boon or Torch offer the best balance of features, pricing flexibility, and mid-market-focused implementation.” Kimi K2 · direct prompt · first choice
“If I had to pick one, it would be [Boon Health](https://www.boon-health.com) for mid-market B2B companies” DeepSeek V4 Flash · direct prompt · first choice
“1. Boon if you want seamless integration with Slack/Teams and usage-based pricing” 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. Three of four in this category shown.
“The best employee coaching platform for a company with a limited budget is CoachAccountable, as it offers the best overall value with fair pricing” Llama 4 Maverick · budget prompt · first choice
“Choose CoachAccountable if your methodology depends on goals, habits, commitments, metrics, and follow-through.” Perplexity Sonar · comparative prompt · first choice
“CoachAccountable when between-session accountability and metrics are the core of your methodology” Muse Glimmer 30B · comparative 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.