Zero of fourteen models named Allego first on the direct prompt; zero named HubSpot Sales Hub. Allego was named by fourteen of the fourteen models and HubSpot Sales Hub by nine and Allego carries 30 labels and HubSpot Sales Hub 14, so the shares are not directly comparable.
Named in three categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in twenty-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 sales coaching and training 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. Three of three in this category shown.
“If the team is distributed, video-first, and you want onboarding that feels like coaching rather than an LMS, Allego is the better fit.” Muse Glimmer 30B · paraphrase prompt · first choice
“Allego and Dock are the most recommended due to their flexibility, strong feature sets for onboarding and enablement” Mistral Small · paraphrase prompt · first choice
“would be Disprz, Showpad, or Allego, as they balance content with coaching and are suitable for mid-market companies” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For most small businesses with limited budgets, HubSpot Sales Hub represents the optimal balance of features, cost, and scalability.” MiniMax M2.5 · 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.