# BigQuery Data Clean Room: 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/bigquery-data-clean-room

## 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% | 40 | 0% | 1 |

## What the models said for it

- "Best for Google Cloud Users: BigQuery Data Clean Room (via Analytics Hub)" (Gemini 3.5 Flash, 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 | 1 | 0 | 0 | 1 |
| 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 | 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 BigQuery Data Clean Room, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 1
- decentriq.com: 1
- digitalapplied.com: 1
- esg.kennedywilson.com: 1
- g2.com: 1
- gocake.shop: 1
- guideflow.com: 1
- kanerika.com: 1
- latentview.com: 1
- medium.com: 1

### Pages cited

- https://aws.amazon.com/blogs/aws/aws-clean-rooms-now-supports-multiple-clouds-and-data-sources: 1
- https://aws.amazon.com/clean-rooms: 1
- https://aws.amazon.com/clean-rooms/features: 1
- https://decentriq.com/article/data-clean-rooms-compared: 1
- https://digitalapplied.com/blog/data-clean-rooms-advertising-2026-marketer-decision-guide: 1
- https://esg.kennedywilson.com/data-privacy-tools: 1
- https://g2.com/categories/data-clean-room/small-business: 1
- https://gocake.shop/blog-post/best-data-clean-room-providers: 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.