# AWS-native masking approaches: 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/it/vendors/aws-native-masking-approaches

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data masking and test data management](https://www.gane.ai/index/it/it-data/data-masking-and-test-data/index.md) | 0% | 83 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| 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 | 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 AWS-native masking approaches, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 1
- docs.cloud.google.com: 1
- docs.oracle.com: 1
- help.delphix.com: 1
- oracle.com: 1
- web-assets2.delphix.com: 1

### Pages cited

- https://aws.amazon.com/what-is/data-masking: 1
- https://docs.cloud.google.com/bigquery/docs/column-data-masking-intro: 1
- https://docs.cloud.google.com/sensitive-data-protection/docs: 1
- https://docs.oracle.com/en/database/oracle/oracle-database/26/dbred/oracle-data-redaction-and-other-oracle-products-faqs.html: 1
- https://docs.oracle.com/en/database/oracle/oracle-database/26/dmksb/frequently-asked-questions.html: 1
- https://help.delphix.com/cc/current/content/introduction_to_delphix_masking.htm: 1
- https://oracle.com/security/database-security/data-masking: 1
- https://web-assets2.delphix.com/f/137721/x/a82761ee54/delphix_guide-to-data-masking_2023.pdf: 1

## 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.