# DATPROF Test Data Platform: 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/datprof-test-data-platform

## 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% | 51 | 0% | 1 |

## What the models said for it

- "Best For: Complete Lifecycle Test Data Management." (Qwen 3.7 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 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 DATPROF Test Data Platform, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- accelario.com: 1
- coefficient.io: 1
- collibra.com: 1
- enov8.com: 1
- everydev.ai: 1
- guideflow.com: 1
- help.delphix.com: 1
- marketplace.collibra.com: 1
- nagarro.com: 1
- productresources.collibra.com: 1

### Pages cited

- https://accelario.com/blog/comparing-top-data-masking-tools-of-2024: 1
- https://coefficient.io/data-masking-tools: 1
- https://collibra.com/blog/q4-2023-collibra-release-helping-customers-reduce-data-risks-and-improve-productivity: 1
- https://enov8.com/blog/data-masking-tools: 1
- https://everydev.ai/tools/syntho: 1
- https://guideflow.com/blog/data-masking-software: 1
- https://help.delphix.com/cc/current/content/introduction_to_delphix_masking.htm: 1
- https://marketplace.collibra.com/listings/delphix-masking-accelerator-microservice: 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.