# AWS Glue Data Catalog: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 11 judge labels across 1 categories by 8 of 14 models. Page: https://it-ai-index.com/vendors/aws-glue-data-catalog/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data catalogs and governance | 0% | 12 | 9% | 11 |

## What the models said for it

- "If you need a fully managed solution and can budget for usage, consider Microsoft Purview or AWS Glue." (Mistral Small, Data catalogs)
- "Serverless, tight AWS integration, low operational overhead" (Kimi K2, Data catalogs)
- "AWS Glue Data Catalog (Best for AWS Users)" (GLM 4.7 FlashX, Data catalogs)

## And against it

- "Who to be cautious with: AWS Glue/Data Zone, Azure Purview, Google Cloud Dataplex." (Qwen 3.7 Flash, Data catalogs)

## In its own words

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

- Positioning: a centralized metadata store that integrates with Amazon Simple Storage Service (Amazon S3) and provides immediate data querying using Amazon Athena, Amazon EMR, and Amazon Redshift Spectrum (https://aws.amazon.com/blogs/database/create-an-aws-glue-data-catalog-with-aws-dms)
- For: Businesses need near realtime access to the latest data and metadata available from many silos to perform analytics. (https://aws.amazon.com/blogs/database/create-an-aws-glue-data-catalog-with-aws-dms)
- Integrations claimed: 3 (https://aws.amazon.com/blogs/database/create-an-aws-glue-data-catalog-with-aws-dms)
- Hosting: us-east-1

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.