Zero of fourteen models named QuoteWerks first on the direct prompt; zero named Salesforce Revenue Cloud. QuoteWerks was named by eleven of the fourteen models and Salesforce Revenue Cloud by thirteen and QuoteWerks carries 23 labels and Salesforce Revenue Cloud 66, so the shares are not directly comparable.
Named in three categories this edition.
By Salesforce, San Francisco, United States, founded 1999. 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.
Across every category in the October 2026 Edition, QuoteWerks and Salesforce Revenue Cloud were named in the same answer fifty-four times, of the 88 answers naming QuoteWerks and the 224 naming Salesforce Revenue Cloud. In those answers Salesforce Revenue Cloud took the first choice one time and QuoteWerks eight.
| 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.
“Avoid SMB-only like QuoteWerks.” Grok 4.1 Fast · 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Salesforce CPQ is now end of sale for new customers... Any CPQ that is being phased out or has a clear successor you'd be forced to migrate to soon.” GPT-5.4 mini · negative prompt · hard negative
“I'd avoid starting a fresh deployment on it unless you have a specific reason and a clear long-term plan” GPT-6 Luna · negative prompt · hard negative
“avoid enterprise-grade CPQs like Salesforce CPQ, Oracle CPQ Cloud, or DealHub initially” Qwen 3.7 Flash · budget prompt · hard negative
“Best for: Organizations already using Salesforce CRM ... Seamless native integration with Salesforce ecosystem” MiniMax M2.5 · comparative prompt · first choice
“The Top Choice is: Salesforce (Agentforce Revenue Management) | Native data continuity from quote to billing.” Gemini 3.5 Flash · comparative prompt · first choice
“Leader in the CPQ space, especially for businesses already using Salesforce CRM.” Mistral Small · comparative 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.