Twelve 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 twelve and DealHub carries 55 labels and QuoteWerks 18, so the shares are not directly comparable.
Named in six 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 November 2026 Edition, DealHub and QuoteWerks were named in the same answer thirty-eight times, of the 192 answers naming DealHub and the 68 naming QuoteWerks. In those answers QuoteWerks took the first choice four times and DealHub five.
| 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 six in this category shown.
“Rising complaints in 2024–2025: HubSpot integration is weak... Expensive” DeepSeek V4 Flash · negative prompt · soft negative
“some users find it lacking in flexibility or scalability” Mistral Small · negative prompt · soft negative
“Modern Mid-Market & Scale-Up Leaders: DealHub.io, Logik.io, Subskribe, Cacheflow, PandaDoc (for simpler CPQ needs). Pros: Faster time-to-value, lower admin overhead” Gemini 3.5 Flash · scale prompt · first choice
“DealHub is the top pick for mid-market B2B SaaS, rated #1 on G2 (4.7/5 across 833 reviews) with no-code RevOps ownership.” Muse Glimmer 30B · direct prompt · first choice
“The best configure, price, quote tool for a mid-sized B2B company is DealHub, as it is the top pick for mid-market B2B SaaS” Llama 4 Maverick · paraphrase prompt · first choice
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.