# PandaDoc vs QuoteWerks: which do AI models recommend for CPQ, October 2026

GTM AI Recommendation Index, October 2026 Edition, CPQ. Zero of fourteen models named PandaDoc first on the direct prompt; zero named QuoteWerks. Page: https://gtm-ai-index.com/revops/cpq/pandadoc-vs-quotewerks/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| PandaDoc | 15% | #2 of 12 | 7% | 41 | 13 of 14 |
| QuoteWerks | 9% | #3 of 12 | 4% | 23 | 11 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: neither first, one named (first choices: DealHub) (alternatives: Epicor CPQ, Experlogix, NetSuite CPQ, Nue, PandaDoc)
- Grok 4.20: neither first, one named (first choices: DealHub) (alternatives: Conga CPQ, Experlogix, PandaDoc)
- Kimi K2: neither first, one named (first choices: DealHub) (alternatives: Conga CPQ, HubSpot Commerce Hub, PandaDoc)
- Claude Haiku 4.5: neither named (first choices: DealHub) (alternatives: Conga CPQ, HubSpot Commerce Hub)
- GPT-5.4 mini: neither named (first choices: DealHub) (alternatives: Conga CPQ, SAP CPQ, Salesforce Revenue Cloud)
- Perplexity Sonar: neither named (first choices: DealHub) (alternatives: BetterCommerce, Experlogix, Salesforce Revenue Cloud)
- Mistral Small: neither named (first choices: DealHub)
- DeepSeek V4 Flash: neither named (first choices: DealHub) (alternatives: Conga CPQ, Experlogix, HubSpot Commerce Hub)
- Llama 4 Maverick: neither named (first choices: DealHub) (alternatives: Experlogix, Zuora CPQ)
- Qwen 3.7 Flash: neither named (first choices: DealHub) (alternatives: Conga CPQ, Experlogix, Oracle CPQ, PROS Smart CPQ)
- GLM 4.7 FlashX: neither named (first choices: DealHub) (alternatives: Combeenation, Experlogix)
- MiniMax M2.5: neither named (first choices: DealHub) (alternatives: Experlogix, Salesforce Revenue Cloud)
- GPT-6 Luna: neither named (first choices: DealHub) (alternatives: Experlogix, Salesforce Revenue Cloud)
- Muse Glimmer 30B: neither named (first choices: DealHub) (alternatives: Experlogix, Salesforce Revenue Cloud)

## What the models said about QuoteWerks

- "Avoid SMB-only like QuoteWerks." (Grok 4.20, scale prompt, hard negative)
- "QuoteWerks is the best budget pick in the results: it is described as affordable for small sales teams" (Perplexity Sonar, budget prompt, first choice)
- "PandaDoc from ~$19/mo and QuoteWerks from ~$15/mo are the starting points most analysts point to." (Muse Glimmer 30B, budget prompt, first choice)
- "I'd recommend QuoteWerks because: Lowest entry price ($15/mo)" (MiniMax M2.5, budget prompt, first choice)

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. 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.