# Adobe Real-Time CDP Clean Rooms: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/adobe-real-time-cdp-clean-rooms

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data clean rooms](https://www.gane.ai/index/gtm/gtm-data/data-clean-rooms/index.md) | 0% | 36 | 0% | 1 |

## What the models said for it

- "clean rooms are designed for customer journey analytics and experience optimization within the Adobe ecosystem" (MiniMax M2.5, Data clean rooms)

## 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 | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Adobe Real-Time CDP Clean Rooms, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- adsovereign.com: 1
- benchmarkgrid.com: 1
- decentriq.com: 1
- devopsschool.com: 1
- docs.snowflake.com: 1
- forrester.com: 1
- g2.com: 1
- growthmarketreports.com: 1
- linkedin.com: 1
- liveramp.com: 1

### Pages cited

- https://adsovereign.com/blog/clean-room-architectures-compared: 1
- https://benchmarkgrid.com/best-data-clean-rooms-for-publishers: 1
- https://decentriq.com/article/liveramp-alternatives: 1
- https://devopsschool.com/blog/top-10-data-clean-room-platforms-for-ai-features-pros-cons-comparison: 1
- https://docs.snowflake.com/en/user-guide/cleanrooms/connector-clean-room: 1
- https://forrester.com/report/the-data-clean-room-solutions-landscape-q4-2024/RES181875: 1
- https://g2.com/products/google-ads-data-hub/competitors/alternatives: 1
- https://growthmarketreports.com/report/data-clean-room-for-commerce-media-market: 1

## 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.