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CPQ · November 2026 Edition

DealHub vs PandaDoc

Twelve of fourteen models named DealHub first on the direct prompt; one named PandaDoc. Both were named by all fourteen models and both carry 55 labels, so the shares below are directly comparable.

DealHub

endorsed leader

Named in six categories this edition.

PandaDoc

accepted challenger

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

First-choice share51%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%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.
Labels5555Equal, which is what makes the shares comparable.
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.HubSpot Commerce Hub was named alongside these two in ten of the fourteen direct answers. DealHub vs HubSpot Commerce Hub · DealHub vs Salesforce Revenue Cloud · 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 modelsPandaDoc
Direct121
Paraphrase130
Comparative00
Budget-constrained061 against PandaDoc
Scale-constrained20
Negative002 against DealHub · 3 against PandaDoc
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 November 2026 Edition, DealHub and PandaDoc were named in the same answer 126 times, of the 192 answers naming DealHub and the 598 naming PandaDoc. In those answers PandaDoc took the first choice forty-eight times and DealHub twenty-four.

Every model, every framing

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

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 14 modelsPandaDoc was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5DealHub alternatives: Conga CPQ, HubSpot Commerce Hub, PandaDoc, Qwoty
GPT-5.4 miniDealHub alternatives: Conga CPQ, Experlogix, Salesforce Revenue Cloud
Gemini 3.5 FlashDealHub alternatives: Configure One, Epicor CPQ, Experlogix, HubSpot Commerce Hub, Logik.io, PandaDoc, Salesforce Revenue Cloud
Perplexity SonarDealHub alternatives: Conga CPQ, Experlogix, HubSpot Commerce Hub, PROS Smart CPQ, PandaDoc, Salesforce Revenue Cloud
Mistral SmallDealHub, Salesforce Revenue Cloud alternatives: Conga CPQ
DeepSeek V4 FlashDealHub alternatives: Conga CPQ, HubSpot Commerce Hub, PandaDoc
Llama 4 MaverickDealHub alternatives: HubSpot Commerce Hub, MonetizeNow, Salesforce Revenue Cloud
Kimi K2DealHub alternatives: HubSpot Commerce Hub, PandaDoc
GLM 4.7 FlashXDealHub alternatives: Conga CPQ, HubSpot Commerce Hub, Oracle CPQ, SAP CPQ, Salesforce Revenue Cloud, Tacton
MiniMax M2.5BetterCommerce CPQ, DealHub alternatives: Expedite Commerce, HubSpot Commerce Hub
GPT-6 LunaDealHub alternatives: HubSpot's built-in CPQ, Salesforce Revenue Cloud, Tacton
Muse Glimmer 30BDealHub alternatives: BetterCommerce CPQ, Combeenation, Conga CPQ, Experlogix, HubSpot Commerce Hub, Salesforce Revenue Cloud

PandaDoc first, DealHub an alternative

1 of 14 modelsDealHub was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashPandaDoc alternatives: Conga Quotes, DealHub, Proposify, Zoho CPQ

Neither was the first choice, one was named

1 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.20Conga CPQ alternatives: DealHub, HubSpot Commerce Hub, 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
PandaDoc leads by forty-five points.
PandaDoc45%#1 of 11
DealHub0%#8 of 11
The full small business standing →
Mid-marketThe figures above
The order flips: DealHub leads at mid-market.
DealHub51%#1 of 12
PandaDoc13%#2 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
DealHub0%#6 of 11
PandaDoc0%#– of 11
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 six in this category shown.

“Rising complaints in 2024–2025: HubSpot integration is weak... Expensive” DeepSeek V4 Flash · negative prompt · soft negative
“some users find it lacking in flexibility or scalability” Mistral Small · negative prompt · soft negative
“Modern Mid-Market & Scale-Up Leaders: DealHub.io, Logik.io, Subskribe, Cacheflow, PandaDoc (for simpler CPQ needs). Pros: Faster time-to-value, lower admin overhead” Gemini 3.5 Flash · scale prompt · first choice
“DealHub is the top pick for mid-market B2B SaaS, rated #1 on G2 (4.7/5 across 833 reviews) with no-code RevOps ownership.” Muse Glimmer 30B · direct prompt · first choice
“The best configure, price, quote tool for a mid-sized B2B company is DealHub, as it is the top pick for mid-market B2B SaaS” Llama 4 Maverick · paraphrase prompt · first choice

What the models said about PandaDoc

No label in this category carried a quote.

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.