# Informatica Data Quality: 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/informatica-data-quality

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data quality and observability](https://www.gane.ai/index/it/it-data/data-quality-and-observability/index.md) | 0% | 40 | 0% | 1 |

## What the models said for it

- "Top-rated for enterprise profiling, cleansing, matching, and governance. Strong in large-scale, centralized control." (Grok 4.20, Data observability)

## 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 | 1 | 0 | 0 | 0 | 1 |
| 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 Informatica Data Quality, from 12 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- techrepublic.com: 9
- g2.com: 7
- acceldata.io: 5
- ataccama.com: 4
- verifiedmarketresearch.com: 4
- airbyte.com: 3
- dqlabs.ai: 3
- em360tech.com: 3
- informatica.com: 3 (its own site)
- research.isg-one.com: 3

### Pages cited

- https://techrepublic.com/article/top-data-quality-tools: 7
- https://g2.com/categories/data-quality: 5
- https://g2.com/categories/data-quality/enterprise: 4
- https://verifiedmarketresearch.com/blog/best-data-quality-tools: 4
- https://ataccama.com/blog/5-best-data-quality-tools: 3
- https://em360tech.com/top-10/data-quality-tools: 3
- https://research.isg-one.com/buyers-guide/analytics_and_data/data_quality/2024: 3
- https://thectoclub.com/tools/best-data-quality-software: 3

## In its own words

What Informatica Data Quality's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Informatica is named a Leader in the Gartner® Magic Quadrant™ for Augmented Data Quality Solutions for the 18th time (https://www.informatica.com/data-quality-magic-quadrant.html)
- For: Everyone—including line-of-business managers, data stewards, analysts, and IT developers (https://www.informatica.com/blogs/data-quality-for-everyone-everywhere.html)
- Price stated: Get consumption-based pricing (https://www.informatica.com/products/data-quality.html)
- Free plan or trial: Free 30-Day Trial (https://www.informatica.com/trials/cloud-data-quality.html)
- Hosting: North America, Europe, Asia Pacific
- Customers named: Lowell, mabe, hoffmann-group, saudi-airlines, meridian-health, franciscan-health, Avis Budget Group, AXA

## 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.