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CPQ · October 2026 Edition

DealHub vs Proposify

Fourteen of fourteen models named DealHub first on the direct prompt; zero named Proposify. DealHub was named by fourteen of the fourteen models and Proposify by eight and DealHub carries 57 labels and Proposify 12, so the shares are not directly comparable.

DealHub

endorsed leader

Named in five categories this edition.

Proposify

accepted challenger

Named in six categories this edition.

First-choice share57%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 12; printed, not drawn.
Labels5712A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, DealHub reading right to left. Rank and label count are printed, not drawn.Experlogix was named alongside these two in ten of the fourteen direct answers. DealHub vs PandaDoc · DealHub vs QuoteWerks · DealHub vs Conga CPQ

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.
DealHubFirst choices, of fourteen modelsProposify
Direct140
Paraphrase140
Comparative001 against Proposify
Budget-constrained013 against DealHub
Scale-constrained30
Negative202 against DealHub
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, DealHub and Proposify were named in the same answer forty-three times, of the 184 answers naming DealHub and the 287 naming Proposify. In those answers Proposify took the first choice zero times and DealHub eleven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where DealHub and Proposify 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
DealHub Proposify first choice named as an alternative argued againstblank: not namedEach cell is one answer, DealHub on the left and Proposify on the right.

The direct prompt

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

DealHub first, Proposify not the choice

14 of 14 modelsProposify was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5DealHub alternatives: Conga CPQ, HubSpot Commerce Hub
GPT-5.4 miniDealHub alternatives: Conga CPQ, SAP CPQ, Salesforce Revenue Cloud
Gemini 3.5 FlashDealHub alternatives: Epicor CPQ, Experlogix, NetSuite CPQ, Nue, PandaDoc
Perplexity SonarDealHub alternatives: BetterCommerce, Experlogix, Salesforce Revenue Cloud
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
MiniMax M2.5DealHub alternatives: Experlogix, Salesforce Revenue Cloud
GPT-6 LunaDealHub alternatives: Experlogix, Salesforce Revenue Cloud
Muse Glimmer 30BDealHub alternatives: Experlogix, Salesforce Revenue Cloud

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
DealHub leads by nine points.
DealHub12%#4 of 10
Proposify3%#5 of 10
The full small business standing →
Mid-marketThe figures above
DealHub leads by fifty-six points.
DealHub57%#1 of 12
Proposify2%#6 of 12
The full mid-market standing →
Enterprise
DealHub leads by two points.
DealHub2%#6 of 9
Proposify0%#– of 9
The full enterprise standing →

What the models said about DealHub

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 4.1 Fast · 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

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
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.