One of twelve models named Torch first on the direct prompt; zero named Risely. Torch was named by twelve of the twelve models and Risely by nine and Torch carries 29 labels and Risely 18, so the shares are not directly comparable.
Named in three 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 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.
Across every category in the September 2026 Edition, Torch and Risely were named in the same answer twenty-two times, of the 68 answers naming Torch and the 60 naming Risely. In those answers Risely took the first choice five times and Torch one.
| 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 |
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.
“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
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.” DeepSeek V4 Flash · scale prompt · soft negative
“Valence/Risely are AI-only, which may be limiting” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Choose Rocky.ai or Risely if you want to provide on-demand, automated individual coaching to employees at the lowest possible monthly rate.” Gemini 3.5 Flash · budget prompt · first choice
“For the tightest budgets: Start with Risely's free trial or Boon's usage-based model” Kimi K2 · budget prompt · first choice
“Offers public, tiered pricing ($59/user/month for individual...) It provides AI-augmented coaching at an accessible price point” DeepSeek V4 Flash · budget prompt · alternative
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.