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CPQ · September 2026 Edition

DealHub vs PandaDoc

Twelve of twelve models named DealHub first on the direct prompt; zero named PandaDoc. DealHub was named by twelve of the twelve models and PandaDoc by eleven and DealHub carries 46 labels and PandaDoc 43, so the shares are not directly comparable.

DealHub

endorsed leader

Named in six categories this edition.

PandaDoc

accepted challenger

South San Francisco, United States, founded 2013. Named in five categories this edition.

First-choice share62%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate2%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 12; printed, not drawn.
Labels4643A 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.DealHub vs QuoteWerks · PandaDoc vs QuoteWerks

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
DealHubFirst choices, of twelve modelsPandaDoc
Direct120
Paraphrase120
Comparative201 against PandaDoc
Budget-constrained06
Scale-constrained402 against PandaDoc
Negative101 against DealHub
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

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

DealHub first, PandaDoc an alternative

12 of 12 modelsPandaDoc was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5DealHub alternatives: HubSpot Commerce Hub, PandaDoc
GPT-5.4 miniDealHub alternatives: Oracle CPQ, PROS Smart CPQ, Salesforce Revenue Management / Salesforce CPQ, Tacton
Gemini 3.5 FlashDealHub alternatives: Experlogix, Nue, PandaDoc, Salesbricks, Salesforce Revenue Cloud
Perplexity SonarDealHub alternatives: PandaDoc, Salesforce CPQ
Grok 4.1 FastDealHub alternatives: Conga CPQ, PandaDoc, QuoteWerks, Salesforce Revenue Cloud
Mistral SmallDealHub alternatives: Conga CPQ, Quotient, Salesforce Revenue Cloud
DeepSeek V4 FlashDealHub alternatives: Conga CPQ, HubSpot Sales Hub, PandaDoc, Salesforce Revenue Cloud
Llama 4 MaverickDealHub alternatives: HubSpot Commerce Hub, Qwoty
Qwen 3.7 FlashDealHub alternatives: PandaDoc
Kimi K2DealHub alternatives: Conga CPQ, PandaDoc, QuoteWerks, Salesforce Revenue Cloud, Zuora CPQ
GLM 4.7 FlashXDealHub alternatives: Oracle CPQ, PandaDoc, Quotient, Salesforce Revenue Cloud
MiniMax M2.5DealHub alternatives: Conga CPQ, Salesforce CPQ

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
PandaDoc leads by forty-four points.
PandaDoc54%#1 of 10
DealHub10%#3 of 10
The full small business standing →
Mid-marketThe figures above
The order flips: DealHub leads at mid-market.
DealHub62%#1 of 12
PandaDoc13%#2 of 12
The full mid-market standing →
Enterprise
DealHub leads by six points.
DealHub6%#4 of 9
PandaDoc0%#– 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. Three of four in this category shown.

“A massive mid-market favorite. It is zero-code, incredibly fast to implement, natively integrates with Salesforce/HubSpot” Gemini 3.5 Flash · scale prompt · first choice
“Best for speed of rollout: DealHub because multiple sources highlight quick deployment and no-code setup.” Perplexity Sonar · comparative prompt · first choice
“Default pick: DealHub — it's purpose-built for mid-market B2B, has the best reviews, deploys fast” DeepSeek V4 Flash · direct prompt · first choice

What the models said about PandaDoc

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

“Skip the lightweight SMB tools (PandaDoc, HubSpot Quotes, QuoteWerks)” DeepSeek V4 Flash · scale prompt · hard negative
Also compared
DealHub vs QuoteWerksPandaDoc vs QuoteWerksThe full CPQ standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.