Seven of fourteen models named Document360 first on the direct prompt; zero named HubSpot Service Hub. Document360 was named by fourteen of the fourteen models and HubSpot Service Hub by eight and Document360 carries 42 labels and HubSpot Service Hub 10, so the shares are not directly comparable.
Named in two categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in eight 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 knowledge base and self-service 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 4.1 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. Four of five in this category shown.
“these tend to be pricier or trial-based rather than truly budget-friendly” GPT-5.4 mini · budget prompt · soft negative
“Often cited as the best dedicated KB tool for mid-market B2B... Choose Document360 if you want a dedicated, professional knowledge base that scales well” Qwen 3.7 Flash · direct prompt · first choice
“Best Dedicated, Standalone Help Center: Document360 ... is the industry standard for mid-sized B2B companies.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Highly rated for mid-market companies (25 to 500 people)... frequently cited as a top choice for B2B use cases.” Mistral Small · direct prompt · first choice
No label in this category carried a quote.
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.