Amazon Macie
Amazon Macie is an AWS service for discovering and classifying data stored in Amazon S3 · amazon.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft Purview is first at 30%.
Microsoft Purview is first at 25%.
Varonis Data Security Platform is first at 20%.
Why models recommend 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 · Budget-constrained question · first choice
“If you are 100% AWS: Buy Amazon Macie (pay-as-you-go).”DeepSeek V4 Flash · Budget-constrained question · first choice
“Top Recommendation: Amazon Macie (if using AWS)”Grok 4.20 · Budget-constrained question · first choice
“Best if you're AWS-only ... Macie provides automated sensitive data discovery and classification at a fraction of the cost”Kimi K2 · Budget-constrained question · alternative
What gives them pause
“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 · Negative question · warning
“AWS Macie only supports AWS S3 buckets (and RDS via snapshot to S3); that is incomplete for almost all users”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as Amazon Macie, over the 40 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 28 | 1 | Compare → | |
| 27 | 14 | Compare → | |
| 25 | 1 | View → | |
| 24 | 0 | Compare → | |
| 23 | 4 | Compare → | |
| 15 | 0 | Compare → | |
| 13 | 1 | Compare → | |
| 12 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → |
What the models named instead of Amazon Macie →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Amazon Macie's own site, not checked by Gane.
- Also from Amazon
- Amazon API Gateway, Amazon API Gateway HTTP APIs, Amazon AppStream 2.0, Amazon Athena, Amazon Athena Federated Query, Amazon Aurora and 48 more
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 39 of the 40 answers that named Amazon Macie and are not a share of its labels.
Domains cited
138 of the 150 domain citations in answers naming Amazon Macie came from a third party's page. Twelve were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
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 |