AWS Glue DataBrew vs DataHub
AWS Glue DataBrew
aws.amazon.comDataHub
datahub.comSide by side
| Figure | AWS Glue DataBrew | DataHub |
|---|---|---|
| Price from | $0.48/mo | Free |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 4 | 2 |
| Spec score · Active Metadata Management Software | 8.9 (#1) | 8.8 (#2) |
| API | AWS provides an API reference for AWS Glue DataBrew operations. | DataHub documents GraphQL and REST interfaces and provides CLI commands for GraphQL operations, search, entity retrieval and metadata changes. |
| Compliance | AWS says third-party auditors assess DataBrew within compliance programs including SOC, PCI, FedRAMP and HIPAA. | Gartner's product profile states that DataHub Cloud supports SOC II and HIPAA compliance and offers in-VPC execution for sensitive environments. |
| Documentation depth | The developer guide covers concepts, setup, datasets, integrations, security, quotas, jobs, recipes, profiles and troubleshooting topics. | The documentation site includes integration guides, API and SDK references, deployment, authentication, authorization, developer and release-history sections. |
| Integrations | DataBrew datasets can use files, Amazon S3, supported JDBC data sources, or the AWS Glue Data Catalog. | The project advertises more than 150 integrations, including Snowflake, BigQuery, dbt, Databricks, Looker, Tableau, Power BI, Airflow, Kafka, S3 and Iceberg. |
| Lineage | DataBrew visually maps data lineage across data sources and transformation steps. | DataHub describes cross-platform, column-level lineage that traces data from source through transformations and AI models to downstream assets. |
| Purpose | AWS Glue DataBrew is a visual tool for preparing data for analytics and machine learning without writing code. | DataHub describes its platform as a context platform that unifies technical metadata, business knowledge, and documentation for enterprise data and AI agents. |
| Rating on G2 | 4.3 out of 5 from 196 reviews. | 4.4 out of 5 from 8 reviews |
| Security | AWS documentation recommends IAM access controls, TLS for communications, CloudTrail activity logging, and AWS encryption solutions. | DataHub Cloud states 99.5% uptime, fine-grained access controls, AWS PrivateLink, IP restrictions, in-VPC remote execution and SOC 2 compliance. |
| What it does | AWS Glue DataBrew is a visual, fully managed service for cleaning, normalizing and transforming data without writing code. | DataHub is an AI and data context platform that unifies enterprise data discovery, governance and observability. |
Plans
AWS Glue DataBrew
- DataBrew interactive sessions$1 a month
- DataBrew jobs$0.48 a month
- DataBrew interactive sessions$1, paid once
- Pay-as-you-goPriced on request
In their own words
AWS Glue DataBrew
AWS Glue DataBrew has no write-up on Specifiction yet; its figures are above.
DataHub
DataHub brings technical metadata, business knowledge, and documentation together for enterprise data and AI agents. It is available as self-hosted Core or as managed DataHub Cloud. Cloud provides natural-language search, an Ask DataHub chat agent, smart ranking, and a hosted MCP server that connects AI tools to its catalog. Its observability tools run automated schema, freshness, volume, and custom quality checks, with AI anomaly detection and incident workflows. Cross-platform, column-level lineage traces data from sources through transformations and AI models to downstream assets. DataHub Cloud has more than 100 pre-built connectors and names Slack, Microsoft Teams, Chrome, and BI tools among its native integrations. Cloud is described as SOC 2 compliant, with role- and attribute-based access controls and an in-VPC execution option for sensitive sources. Cloud availability is described as SLA-backed at 99.5%. DataHub Core is free to deploy, but requires users to handle installation, configuration, upgrades, uptime, and troubleshooting. Cloud pricing depends on data volume, users, and selected capabilities. A Google Cloud offer advertises a 21-day Cloud trial with a dedicated instance and full platform access.