# PandaDoc vs HubSpot Commerce Hub: which do AI models recommend for CPQ, September 2026

GTM AI Recommendation Index, September 2026 Edition, CPQ. Zero of twelve models named PandaDoc first on the direct prompt; zero named HubSpot Commerce Hub. Page: https://gtm-ai-index.com/revops/cpq/pandadoc-vs-hubspot-commerce-hub/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| PandaDoc | 13% | #2 of 12 | 7% | 43 | 11 of 12 |
| HubSpot Commerce Hub | 4% | #4 of 12 | 8% | 25 | 12 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: DealHub) (alternatives: HubSpot Commerce Hub, PandaDoc)
- Gemini 3.5 Flash: neither first, one named (first choices: DealHub) (alternatives: Experlogix, Nue, PandaDoc, Salesbricks, Salesforce Revenue Cloud)
- Perplexity Sonar: neither first, one named (first choices: DealHub) (alternatives: PandaDoc, Salesforce CPQ)
- Grok 4.1 Fast: neither first, one named (first choices: DealHub) (alternatives: Conga CPQ, PandaDoc, QuoteWerks, Salesforce Revenue Cloud)
- DeepSeek V4 Flash: neither first, one named (first choices: DealHub) (alternatives: Conga CPQ, HubSpot Sales Hub, PandaDoc, Salesforce Revenue Cloud)
- Llama 4 Maverick: neither first, one named (first choices: DealHub) (alternatives: HubSpot Commerce Hub, Qwoty)
- Qwen 3.7 Flash: neither first, one named (first choices: DealHub) (alternatives: PandaDoc)
- Kimi K2: neither first, one named (first choices: DealHub) (alternatives: Conga CPQ, PandaDoc, QuoteWerks, Salesforce Revenue Cloud, Zuora CPQ)
- GLM 4.7 FlashX: neither first, one named (first choices: DealHub) (alternatives: Oracle CPQ, PandaDoc, Quotient, Salesforce Revenue Cloud)
- GPT-5.4 mini: neither named (first choices: DealHub) (alternatives: Oracle CPQ, PROS Smart CPQ, Salesforce Revenue Management / Salesforce CPQ, Tacton)
- Mistral Small: neither named (first choices: DealHub) (alternatives: Conga CPQ, Quotient, Salesforce Revenue Cloud)
- MiniMax M2.5: neither named (first choices: DealHub) (alternatives: Conga CPQ, Salesforce CPQ)

## What the models said about PandaDoc

- "Skip the lightweight SMB tools (PandaDoc, HubSpot Quotes, QuoteWerks)" (DeepSeek V4 Flash, scale prompt, hard negative)

## What the models said about HubSpot Commerce Hub

- "Skip the lightweight SMB tools (PandaDoc, HubSpot Quotes, QuoteWerks)" (DeepSeek V4 Flash, scale prompt, hard negative)
- "Avoid "Free" or Basic CRM Quoting Tools if you have product dependencies" (Gemini 3.5 Flash, negative prompt, hard negative)
- "Start with Bitrix24 or HubSpot free for zero-risk testing" (Grok 4.1 Fast, budget prompt, first choice)
- "Best budget-friendly all-in-one option: HubSpot CPQ" (GPT-5.4 mini, budget prompt, first choice)
- "HubSpot is strongest for mid-market B2B teams with fixed, seat-based, or tiered pricing... This is ideal if you're already using HubSpot." (Claude Haiku 4.5, direct prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.