Two of fourteen models named Helpjuice first on the direct prompt; zero named HubSpot Service Hub. Helpjuice was named by thirteen of the fourteen models and HubSpot Service Hub by eight and Helpjuice carries 19 labels and HubSpot Service Hub 10, so the shares are not directly comparable.
Named in one category 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
“Helpjuice — Best for mid-market teams that want a fully managed, hand-customized KB” Claude Haiku 4.5 · direct prompt · first choice
“Helpjuice stands out as the strongest overall choice” DeepSeek V4 Flash · direct prompt · first choice
“grouped with Document360 as one of the strongest picks for a dedicated standalone knowledge base” Muse Glimmer 30B · comparative prompt · alternative
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.