# Revalize: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/revalize

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CPQ](https://www.gane.ai/index/gtm/revops/cpq/index.md) | 0% | 38 | 0% | 3 |

## 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Revalize, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- zapier.com: 9
- g2.com: 6
- selecthub.com: 5
- atwix.com: 4
- softwareadvice.com: 4
- albato.com: 3
- financesonline.com: 3
- oracle.com: 3
- topelevens.com: 3
- capterra.com: 2

### Pages cited

- https://zapier.com/blog/cpq-software-vendors: 9
- https://atwix.com/b2b-ecommerce/best-cpq-software: 4
- https://selecthub.com/c/cpq-software: 4
- https://softwareadvice.com/cpq: 4
- https://albato.com/blog/publications/best-cpq-software: 3
- https://financesonline.com/best-cpq-products: 3
- https://g2.com/categories/cpq/enterprise: 3
- https://topelevens.com/api/lists/cpq-software: 3

## 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.