# Zoho CPQ: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/zoho-cpq

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CPQ](https://www.gane.ai/index/gtm/revops/cpq/index.md) | 2% | 13 | 0% | 2 |

## What the models said for it

- "Zoho CPQ (Best Value for Integrated Operations) ... Lowest total cost of ownership; replaces multiple tools." (Qwen 3.7 Flash, CPQ)
- "Best Ecosystem Value (if you use Zoho): Zoho CPQ" (Qwen 3.7 Flash, CPQ)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Zoho CPQ, from 3 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- finrite.co: 2
- salesbricks.com: 2
- zapier.com: 2
- cloudywave.com: 1
- dealhub.io: 1
- gokickflip.com: 1
- hubspot.com: 1
- monday.com: 1
- pandadoc.com: 1
- quotewerks.com: 1

### Pages cited

- https://finrite.co/blogs/best-cpq-software: 2
- https://salesbricks.com/blog/best-cpq-software-for-small-business: 2
- https://zapier.com/blog/cpq-software-vendors: 2
- https://cloudywave.com/best-salesforce-cpq-alternatives: 1
- https://dealhub.io/pricing: 1
- https://gokickflip.com/blog/best-cpq-software-for-small-business: 1
- https://hubspot.com/products/revenue/cpq: 1
- https://monday.com/blog/crm-and-sales/cpq: 1

## In its own words

What Zoho CPQ's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Achieve faster sales cycles with customized quotes (https://www.zoho.com/crm/cpq.html)
- For: salespeople (https://www.zoho.com/crm/cpq.html)
- Free plan or trial: Sign Up For Free (https://www.zoho.com/crm/cpq.html)

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.