Three of fourteen models named Torch first on the direct prompt; four named Boon Health. Torch was named by eleven of the fourteen models and Boon Health by ten and Torch carries 27 labels and Boon Health 21, so the shares are not directly comparable.
Named in two categories 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.
Across every category in the November 2026 Edition, Torch and Boon Health were named in the same answer twenty-four times, of the 72 answers naming Torch and the 48 naming Boon Health. In those answers Boon Health took the first choice three times and Torch two.
| 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.
“It's particularly recommended for mid-market companies with 500–5,000 employees building a formal coaching culture for the first time” Claude Haiku 4.5 · direct prompt · first choice
“Boon or Torch offer the best balance of features, pricing flexibility, and mid-market-focused implementation” Kimi K2 · direct prompt · first choice
“BetterUp / Ezra / Torch: Strong for scalable 1:1 leadership and manager coaching” Gemini 3.5 Flash · scale 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.
“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
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.