# Oracle Data Redaction: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/oracle-data-redaction

## 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% | 37 | 0% | 2 |

## What the models said for it

- "Oracle also offers dynamic masking/redaction" (GPT-5.4 mini, Data masking)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 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 Oracle Data Redaction, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- k2view.com: 2
- ovaledge.com: 2
- arxiv.org: 1
- aws.amazon.com: 1
- bytebase.com: 1
- datprof.com: 1
- docs.cloud.google.com: 1
- docs.oracle.com: 1 (its own site)
- enov8.com: 1
- fivetran.com: 1

### Pages cited

- https://ovaledge.com/blog/data-masking-tools: 2
- https://arxiv.org/pdf/2307.04208: 1
- https://arxiv.org/pdf/2504.12308: 1
- https://aws.amazon.com/what-is/data-masking: 1
- https://bytebase.com/blog/top-dynamic-data-masking-tools: 1
- https://datprof.com/solutions/best-data-masking-tools: 1
- https://docs.cloud.google.com/bigquery/docs/column-data-masking-intro: 1
- https://docs.cloud.google.com/sensitive-data-protection/docs: 1

## In its own words

What Oracle Data Redaction's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.


## 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.