Two of fourteen models named CoachHub first on the direct prompt; zero named CoachAccountable. CoachHub was named by thirteen of the fourteen models and CoachAccountable by ten and CoachHub carries 46 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. Six of eight in this category shown.
“Platforms to Avoid on a Tight Budget - BetterUp and CoachHub: Enterprise-grade ... typically very expensive” Kimi K2 · budget prompt · hard negative
“What to Avoid on a Tight Budget - BetterUp and CoachHub” DeepSeek V4 Flash · budget prompt · hard negative
“enterprise-focused platforms like BetterUp or CoachHub, which do not publish their prices and tend to be more expensive” Mistral Small · budget prompt · soft negative
“Start by requesting a demo from CoachHub (for efficiency/cost) and BetterUp (for comprehensive support).” Qwen 3.7 Flash · paraphrase prompt · first choice
“CoachHub is my top recommendation for a mid-sized B2B company seeking a digital coaching marketplace.” Grok 4.20 · paraphrase prompt · first choice
“Strongest international/language coverage... 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.
“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.