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CPQ · October 2026 Edition

Proposify vs Salesforce Revenue Cloud

Zero of fourteen models named Proposify first on the direct prompt; zero named Salesforce Revenue Cloud. Proposify was named by eight of the fourteen models and Salesforce Revenue Cloud by thirteen and Proposify carries 12 labels and Salesforce Revenue Cloud 66, so the shares are not directly comparable.

Proposify

accepted challenger

Named in six categories this edition.

Salesforce Revenue Cloud

criticized challenger

By Salesforce, San Francisco, United States, founded 1999. Named in six categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%44%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 12; printed, not drawn.
Labels1266A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Proposify reading right to left. Rank and label count are printed, not drawn.DealHub was named alongside these two in fourteen of the fourteen direct answers. DealHub vs Proposify · DealHub vs Salesforce Revenue Cloud · PandaDoc vs Proposify

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.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ProposifyFirst choices, of fourteen modelsSalesforce Revenue Cloud
Direct005 against Salesforce Revenue Cloud
Paraphrase015 against Salesforce Revenue Cloud
Comparative051 against Proposify · 1 against Salesforce Revenue Cloud
Budget-constrained106 against Salesforce Revenue Cloud
Scale-constrained001 against Salesforce Revenue Cloud
Negative0010 against Salesforce Revenue Cloud
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Proposify and Salesforce Revenue Cloud were named in the same answer twenty-nine times, of the 287 answers naming Proposify and the 224 naming Salesforce Revenue Cloud. In those answers Salesforce Revenue Cloud took the first choice three times and Proposify one.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Proposify and Salesforce Revenue Cloud stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Proposify Salesforce Revenue Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Proposify on the left and Salesforce Revenue Cloud on the right.

The direct prompt

The plain question, one answer per model, grouped by where Proposify and Salesforce Revenue Cloud stood in it.

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniDealHub alternatives: Conga CPQ, SAP CPQ, Salesforce Revenue Cloud
Perplexity SonarDealHub alternatives: BetterCommerce, Experlogix, Salesforce Revenue Cloud
MiniMax M2.5DealHub alternatives: Experlogix, Salesforce Revenue Cloud
GPT-6 LunaDealHub alternatives: Experlogix, Salesforce Revenue Cloud
Muse Glimmer 30BDealHub alternatives: Experlogix, Salesforce Revenue Cloud

Neither was named

9 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5DealHub alternatives: Conga CPQ, HubSpot Commerce Hub
Gemini 3.5 FlashDealHub alternatives: Epicor CPQ, Experlogix, NetSuite CPQ, Nue, PandaDoc
Grok 4.1 FastDealHub alternatives: Conga CPQ, Experlogix, PandaDoc
Mistral SmallDealHub
DeepSeek V4 FlashDealHub alternatives: Conga CPQ, Experlogix, HubSpot Commerce Hub
Llama 4 MaverickDealHub alternatives: Experlogix, Zuora CPQ
Qwen 3.7 FlashDealHub alternatives: Conga CPQ, Experlogix, Oracle CPQ, PROS Smart CPQ
Kimi K2DealHub alternatives: Conga CPQ, HubSpot Commerce Hub, PandaDoc
GLM 4.7 FlashXDealHub alternatives: Combeenation, Experlogix

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Proposify leads by three points.
Proposify3%#5 of 10
Salesforce Revenue Cloud0%#10 of 10
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Proposify2%#6 of 12
Salesforce Revenue Cloud2%#7 of 12
The full mid-market standing →
Enterprise
The order flips: Salesforce Revenue Cloud leads at enterprise.
Salesforce Revenue Cloud49%#1 of 9
Proposify0%#– of 9
The full enterprise standing →

What the models said about Proposify

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“PandaDoc, Proposify, or HubSpot Quotes are the best starting points” Mistral Small · budget prompt · first choice

What the models said about Salesforce Revenue Cloud

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
Also compared

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.