Zero of fourteen models named HubSpot Commerce Hub first on the direct prompt; zero named Proposify. HubSpot Commerce Hub was named by eleven of the fourteen models and Proposify by eight and HubSpot Commerce Hub carries 25 labels and Proposify 12, so the shares are not directly comparable.
By HubSpot, Cambridge, United States, founded 2006. Named in two categories this edition.
Named in six 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 CPQ 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 tools sit on the lighter end of the CPQ spectrum... They will break down if you try to build complex multi-layered product hierarchies” Gemini 3.5 Flash · comparative prompt · soft negative
“PandaDoc, Proposify, or HubSpot Quotes are the best starting points” Mistral Small · budget prompt · first choice
“Look instead at modern, agile, and mid-market-focused CPQ tools (like Dealsign, PandaDoc, or HubSpot CPQ)” Gemini 3.5 Flash · negative prompt · alternative
“if you need basic quoting functionality only, HubSpot's free tier might be sufficient to start” MiniMax M2.5 · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“PandaDoc, Proposify, or HubSpot Quotes are the best starting points” Mistral Small · 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.