# Boon Health vs Torch: which do AI models recommend for coaching platforms, September 2026

HR AI Recommendation Index, September 2026 Edition, Coaching platforms. Seven of twelve models named Boon Health first on the direct prompt; one named Torch. Page: https://hr-ai-index.com/learning/coaching-platforms/boon-health-vs-torch/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Boon Health | 22% | #2 of 10 | 7% | 30 | 11 of 12 |
| Torch | 7% | #4 of 10 | 0% | 29 | 12 of 12 |

## The direct prompt, model by model

- Perplexity Sonar: boon health first (first choices: Boon Health) (alternatives: BetterUp, CoachHub, Exec, Growthspace, Torch)
- DeepSeek V4 Flash: boon health first (first choices: Boon Health, Growthspace) (alternatives: CoachHub, Torch)
- Llama 4 Maverick: boon health first (first choices: Boon Health) (alternatives: Exec, Growthspace, Torch)
- Qwen 3.7 Flash: boon health first (first choices: Boon Health) (alternatives: Exec, Growthspace, Hone, Torch)
- Kimi K2: boon health first (first choices: Boon Health, Growthspace) (alternatives: CoachHub, Exec, Torch)
- GLM 4.7 FlashX: boon health first (first choices: Boon Health) (alternatives: CoachHub, Exec, Growthspace, Risely, Torch)
- MiniMax M2.5: boon health first (first choices: Boon Health, Growthspace) (alternatives: Exec, Lattice, Torch)
- Claude Haiku 4.5: torch first (first choices: Torch) (alternatives: Avoma)
- GPT-5.4 mini: neither first, one named (first choices: Lattice) (alternatives: BetterUp, CoachHub, Growthspace, Torch)
- Gemini 3.5 Flash: neither first, one named (first choices: Exec, Growthspace) (alternatives: Boon Health, Torch)
- Grok 4.1 Fast: neither first, one named (first choices: Exec) (alternatives: Boon Health, Growthspace, Torch)
- Mistral Small: neither first, one named (first choices: Exec, Growthspace) (alternatives: Boon Health, Torch)

## What the models said about Boon Health

- "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)

## What the models said about Torch

- "I'd generally recommend Torch if your priority is a true coaching marketplace plus enterprise-ready rollout" (GPT-5.4 mini, paraphrase prompt, first choice)
- "Torch is a leadership coaching and alignment platform built for mid-market and enterprise talent teams" (Claude Haiku 4.5, direct 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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.