Zero of fourteen models named Exec first on the direct prompt; one named Boon Health. Exec was named by eight of the fourteen models and Boon Health by eight and Exec carries 15 labels and Boon Health 16, 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.
Across every category in the October 2026 Edition, Exec and Boon Health were named in the same answer twenty-four times, of the 44 answers naming Exec and the 47 naming Boon Health. In those answers Boon Health took the first choice three times and Exec four.
| 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 | ||||||
| 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.
“Together (starting at $6/user/month) and Exec (starting at $20/user/month) are the most budget-friendly options with strong coaching capabilities” Mistral Small · budget prompt · first choice
“I'd recommend starting with Exec if you want to see immediate results with predictable costs, or Growthspace” GLM 4.7 FlashX · paraphrase prompt · first choice
“two primary platforms depending on your specific organizational goals: Growthspace and Exec.com” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid These (Due to Cost)... Usage-based, good but potentially expensive” DeepSeek V4 Flash · budget prompt · hard negative
“Boon is best for mid-market and enterprise companies that want coaching at every level without paying for unused seats” Claude Haiku 4.5 · direct prompt · first choice
“For a mid-sized B2B company (roughly 500–5,000 employees), Boon stands out as the strongest recommendation.” DeepSeek V4 Flash · paraphrase prompt · first choice
“offers usage-based or credit-based pricing, such as Boon or Exec.com” Llama 4 Maverick · budget 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.