# Meta Advanced Analytics: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 26 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/meta-advanced-analytics

## 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) | 5% | 5 | 23% | 26 |

## What the models said for it

- "likely to be a free walled-garden option such as Google Ads Data Hub, Amazon Marketing Cloud, or Meta Advanced Analytics" (Llama 4 Maverick, Data clean rooms)
- "Google, Amazon, and Meta each run a clean room that costs nothing in licence fees" (Claude Haiku 4.5, Data clean rooms)
- "Meta Advanced Analytics (currently in beta)" (Mistral Small, Data clean rooms)
- "Meta Advanced Analytics – FREE (beta) ... Best if: Your primary advertising is on Facebook/Instagram" (DeepSeek V4 Flash, Data clean rooms)

## And against it

- "What to approach with caution: Native clean rooms operated by major media platforms (e.g., Google Ads Data Hub, Amazon Marketing Cloud, Meta Advanced Analytics)" (Gemini 3.5 Flash, Data clean rooms)
- "Walled Gardens: Google, Meta, Amazon—if most of your spend is there, but they limit cross-platform insights." (Grok 4.20, Data clean rooms)
- "Meta's history of data misuse is repeatedly cited as a reason to be cautious with its clean room offerings." (Muse Glimmer 30B, Data clean rooms)
- "Walled Garden Clean Rooms (Google, Meta, Amazon)... Be especially cautious about what data you share" (Kimi K2, Data clean rooms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 1 | 2 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Meta Advanced Analytics, from 53 of the 57 answers that named it (only the models that return a source list).

### Domains cited

- digitalapplied.com: 32
- liveramp.com: 28
- data-axle.com: 26
- decentriq.com: 22
- sourceforge.net: 21
- gane.ai/index: 17
- aws.amazon.com: 16
- g2.com: 16
- marketintelo.com: 16
- rajeshkumar.xyz: 16

### Pages cited

- https://digitalapplied.com/blog/data-clean-rooms-advertising-2026-marketer-decision-guide: 32
- https://data-axle.com/resources/blog/data-clean-rooms-explained-marketers: 26
- https://liveramp.com/blog/what-to-look-for-in-a-data-clean-room-provider-a-guide: 20
- https://sourceforge.net/software/data-clean-room: 18
- https://rajeshkumar.xyz/blog/data-clean-rooms: 16
- https://guideflow.com/blog/data-clean-room-software: 14
- https://marketintelo.com/report/data-clean-rooms-market: 13
- https://decentriq.com/article/data-clean-rooms-compared: 12

## The company

Meta Platforms; https://www.meta.com/; Menlo Park, United States; founded 2004; about 58,604 employees (2020); public, META on Nasdaq. From Wikidata, fetched 2026-09-14.

## 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.