One of fourteen models named BetterUp first on the direct prompt; three named Torch. BetterUp was named by fourteen of the fourteen models and Torch by eleven and BetterUp carries 54 labels and Torch 27, so the shares are not directly comparable.
Named in three categories this edition.
Named in two categories 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, BetterUp and Torch were named in the same answer sixty-seven times, of the 172 answers naming BetterUp and the 72 naming Torch. In those answers Torch took the first choice two times and BetterUp twenty-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. Six of eight in this category shown.
“What to Avoid on a Tight Budget - BetterUp and CoachHub — these are enterprise platforms that traditionally charge $3,000–$5,000+ per user/year” DeepSeek V4 Flash · budget prompt · hard negative
“Platforms to Avoid on a Tight Budget - BetterUp and CoachHub: Enterprise-grade with no published pricing; typically very expensive” Kimi K2 · budget prompt · hard negative
“Avoid enterprise platforms such as BetterUp unless you need large-scale live coaching” Perplexity Sonar · budget prompt · hard negative
“BetterUp is currently the market leader in the digital coaching space... Start by requesting a demo from CoachHub (for efficiency/cost) and BetterUp (for comprehensive support).” Qwen 3.7 Flash · paraphrase prompt · first choice
“BetterUp / Ezra / Torch: Strong for scalable 1:1 leadership and manager coaching with enterprise-grade reporting and high-quality ICF coaches.” Gemini 3.5 Flash · scale prompt · first choice
“Largest human coach network + AI-driven insights... Want a ready-made network? → BetterUp or CoachHub.” Qwen 3.7 Flash · comparative 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.
“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
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.