One of fourteen models named Salesforce Revenue Cloud first on the direct prompt; zero named Proposify. Salesforce Revenue Cloud was named by fourteen of the fourteen models and Proposify by eight and Salesforce Revenue Cloud carries 76 labels and Proposify 12, so the shares are not directly comparable.
By Salesforce, San Francisco, United States, founded 1999. Named in six categories this edition.
Named in five 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, Salesforce Revenue Cloud and Proposify were named in the same answer forty times, of the 261 answers naming Salesforce Revenue Cloud and the 290 naming Proposify. In those answers Proposify took the first choice six times and Salesforce Revenue Cloud four.
| 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. Six of eight in this category shown.
“Salesforce CPQ is not available to new customers. If you are already on it, plan a migration decision now rather than staying in maintenance mode.” Muse Glimmer 30B · negative prompt · hard negative
“Salesforce moved it to End of Sale on March 27, 2025, so new buyers should evaluate Revenue Cloud or another current platform instead.” Perplexity Sonar · negative prompt · hard negative
“explicitly warn against adopting Salesforce CPQ due to its end-of-sale status and complexity” Mistral Small · negative prompt · hard negative
“A native Salesforce solution, best for businesses already using Salesforce... ideal for complex product configurations” Mistral Small · comparative prompt · first choice
“1. Salesforce CPQ (Revenue Cloud) - Best for: Large enterprises already using Salesforce CRM” Kimi K2 · comparative prompt · first choice
“Best for: Enterprise and mid-market organizations heavily invested in the Salesforce ecosystem.” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“The best CPQ software for a company with a limited budget is PandaDoc or Proposify” Llama 4 Maverick · 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.