# Amazon Macie: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 11 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/amazon-macie

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 6% | 6 | 18% | 11 |

## What the models said for it

- "If you are AWS/Azure heavy with minimal SaaS: Start with AWS Macie or Microsoft Defender/Purview to pay strictly for consumption." (Gemini 3.5 Flash, DSPM)
- "If you are 100% AWS: Buy Amazon Macie (pay-as-you-go)." (DeepSeek V4 Flash, DSPM)
- "Top Recommendation: Amazon Macie (if using AWS)" (Grok 4.20, DSPM)
- "Best if you're AWS-only ... Macie provides automated sensitive data discovery and classification at a fraction of the cost" (Kimi K2, DSPM)

## And against it

- "Basic CSP-Native Tools (e.g., Basic AWS Macie / Azure Purview setups): While powerful individually, using them as a standalone DSPM strategy often leads to siloed management." (Qwen 3.7 Flash, DSPM)
- "AWS Macie only supports AWS S3 buckets (and RDS via snapshot to S3); that is incomplete for almost all users" (Muse Glimmer 30B, DSPM)

## 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 | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Amazon Macie, from 39 of the 40 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 22
- g2.com: 21
- startupstash.com: 19
- aimultiple.com: 16
- ciopages.com: 14
- forcepoint.com: 13
- gane.ai/index: 12
- tmcnet.com: 12
- trustradius.com: 11
- sentra.io: 10

### Pages cited

- https://csoonline.com/article/2075321/top-12-data-security-posture-management-tools.html: 22
- https://startupstash.com/best-data-security-posture-management-tools: 19
- https://g2.com/categories/data-security-posture-management-dspm/small-business: 17
- https://aimultiple.com/dspm-vendors: 15
- https://tmcnet.com/topics/articles/2026/10/28/464343-7-best-dspm-vendors-2027-ranked-ai-era.htm: 12
- https://ciopages.com/buyer-guides/data-security-posture-management: 11
- https://trustradius.com/categories/data-security-posture-management-dspm: 10
- https://forcepoint.com/blog/insights/best-dspm-tools: 9

## Record

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