Zero of fourteen models named HubSpot Commerce Hub first on the direct prompt; zero named QuoteWerks. HubSpot Commerce Hub was named by twelve of the fourteen models and QuoteWerks by twelve and HubSpot Commerce Hub carries 24 labels and QuoteWerks 18, so the shares are not directly comparable.
By HubSpot, Cambridge, United States, founded 2006. Named in one category this edition.
Named in three 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.
Across every category in the November 2026 Edition, HubSpot Commerce Hub and QuoteWerks were named in the same answer twenty-seven times, of the 72 answers naming HubSpot Commerce Hub and the 68 naming QuoteWerks. In those answers QuoteWerks took the first choice four times and HubSpot Commerce Hub three.
| 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. Four of five in this category shown.
“at $85/user/month, it's at the top end of a "limited budget" for a small team. Use only if you already have HubSpot.” DeepSeek V4 Flash · budget prompt · soft negative
“Start with PandaDoc ($49/user/month) or HubSpot Revenue Hub ($85/user/month)” Kimi K2 · budget prompt · first choice
“the best CPQ option is usually HubSpot CPQ” GPT-5.4 mini · budget prompt · first choice
“HubSpot Revenue Hub wins for teams already on HubSpot CRM, with CPQ built directly into the deal record” Muse Glimmer 30B · direct prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid pure enterprise (e.g., Oracle) or very lightweight tools (e.g., basic QuoteWerks)” Grok 4.20 · direct prompt · hard negative
“Avoid If: You're a general B2B company” Kimi K2 · paraphrase prompt · soft negative
“start with Bitrix24 (free) or QuoteWerks ($15/month minimum)” Claude Haiku 4.5 · budget prompt · first choice
“Market-leading for IT resellers and MSPs and listed as a top alternative to Oracle and SAP CPQ” Muse Glimmer 30B · comparative prompt · alternative
“QuoteWerks (Best for QuickBooks/Xero Users) ... offers one-time purchase option.” Qwen 3.7 Flash · budget prompt · alternative
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.