# Apache Ranger: 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/apache-ranger

## 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% | 41 | 0% | 1 |

## What the models said for it

- "Best for Dynamic Masking (Free)" (DeepSeek V4 Flash, 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 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| 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 Apache Ranger, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- capterra.co.uk: 1
- capterra.com: 1
- datastackhub.com: 1
- dataveil.com: 1
- epodcastnetwork.com: 1
- g2.com: 1
- gbhackers.com: 1
- github.com: 1
- hevodata.com: 1
- k2view.com: 1

### Pages cited

- https://capterra.co.uk/software/185958/tonic: 1
- https://capterra.com/p/185958/Tonic: 1
- https://datastackhub.com/top-tools/open-source-data-masking-tools: 1
- https://dataveil.com/: 1
- https://dataveil.com/dataveil-data-masking-software-now-available-for-linux-and-unix-platforms: 1
- https://dataveil.com/dataveil-platform: 1
- https://dataveil.com/filemasker-software-pricing: 1
- https://dataveil.com/fm-user-guide/topics/fm-license-overview.htm: 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.