Fourteen of fourteen models named DealHub first on the direct prompt; zero named QuoteWerks. DealHub was named by fourteen of the fourteen models and QuoteWerks by eleven and DealHub carries 57 labels and QuoteWerks 23, so the shares are not directly comparable.
Named in five categories 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 October 2026 Edition, DealHub and QuoteWerks were named in the same answer fifty-one times, of the 184 answers naming DealHub and the 88 naming QuoteWerks. In those answers QuoteWerks took the first choice five times and DealHub eleven.
| 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. Five of five in this category shown.
“avoid enterprise-grade CPQs like Salesforce CPQ, Oracle CPQ Cloud, or DealHub initially” Qwen 3.7 Flash · budget prompt · hard negative
“Avoid Enterprise Tools: ... DealHub (~$60)” Grok 4.20 · budget prompt · hard negative
“The Agile Mid-Market Leader: DealHub.io ... highly rated for mid-market teams because of its no-code RevOps administration and rapid deployment time” Gemini 3.5 Flash · scale prompt · first choice
“DealHub is frequently cited as the top choice for mid-market organizations due to its balance of power and ease of use.” Qwen 3.7 Flash · direct prompt · first choice
“DealHub is widely regarded as the best CPQ (Configure, Price, Quote) software for mid-market B2B companies” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid SMB-only like QuoteWerks.” Grok 4.20 · scale prompt · hard negative
“QuoteWerks is the best budget pick in the results: it is described as affordable for small sales teams” Perplexity Sonar · budget prompt · first choice
“PandaDoc from ~$19/mo and QuoteWerks from ~$15/mo are the starting points most analysts point to.” Muse Glimmer 30B · budget prompt · first choice
“I'd recommend QuoteWerks because: Lowest entry price ($15/mo)” 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.