AWS Lake Formation
AWS Lake Formation: A deep AWS-native governance layer for organizations building managed data lakes on Amazon S3. Ranked #1 of 19 in Data Lake Software by our editors (9.4/10); pricing: Paid; best for AWS-native governed data lakes.
At a glance
- Editor score9.4 / 10
- PricingPaid
- Best forAWS-native governed data lakes
- Free planNo
- Deployment modelCloud
- Founded2006
- Facts checked22 Sep 2026
Where it wins
- Database, table, column, row, and cell-level access controls
- Cross-account and cross-organization data sharing with CloudTrail auditing
- Supports Iceberg, Hudi, and Delta Lake tables across AWS analytics services
Where it doesn't
- No free plan
- No fixed subscription plans or universal starting price
- Integrated services and some usage incur separate AWS charges
Our verdict on AWS Lake Formation
AWS Lake Formation is a managed cloud service for building and governing data lakes on Amazon S3. It is designed for organizations that need centralized metadata, controlled access, auditing, and data sharing across AWS accounts, organizations, Regions, and external consumers. The service works with the AWS Glue Data Catalog and connects with AWS analytics tools including Athena, Redshift Spectrum, Glue, and EMR. Access is available through the web and through the Lake Formation API and AWS CLI, making it a fit for AWS-native data teams with both console and programmatic workflows.
Pricing is usage-based rather than organized around fixed subscription plans. Lake Formation permissions and cross-account sharing are provided at no charge, while integrated services and certain storage, API, governed-table, and optimizer usage incur separate charges. That structure makes the total cost depend on the surrounding AWS architecture and how the lake is operated. The broader ecosystem includes AWS Glue, Amazon Athena, Amazon Redshift, Amazon EMR, Amazon CloudTrail, Amazon DynamoDB, AWS Data Exchange, Google BigQuery, and MySQL. Teams should evaluate the combined service footprint rather than treating Lake Formation as an isolated subscription.
Its strongest distinction is governance depth: permissions can be applied at database, table, column, row, and cell levels, with tag-based and attribute-based controls, federated catalogs, bulk and incremental database loading, and CloudTrail-based access auditing. Support for Iceberg, Hudi, and Delta Lake tables also suits environments using open table formats. Organizations seeking a narrow, standalone lake tool may find the AWS service model and multiple separately charged components less suitable. AWS-focused teams that prioritize fine-grained governance, cross-account sharing, and integration with existing analytics services should consider Lake Formation.
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AWS Lake Formation pricing
AWS Lake Formation fact sheet
| Free plan | No |
|---|---|
| Paid from | Not verified |
| Deployment model | Cloud |
| Ingestion modes | Batch |
| Metadata catalog | Yes |
| Governance controls | Yes |
| Query interface | Both |
| Open table formats | Yes |
| Data sharing | Yes |
| Deployment | Cloud |
| Platforms | Web |
| Support | Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 9 integrations: AWS Glue, Amazon Athena, Amazon Redshift, Amazon EMR, Amazon CloudTrail, Amazon DynamoDB … |
| Pricing | Paid (source) |
| Website | aws.amazon.com |
| Facts checked | 22 Sep 2026 |
AWS Lake Formation integrations
AWS Lake Formation lists 9 integrations on its own site.
- AWS Glue
- Amazon Athena
- Amazon Redshift
- Amazon EMR
- Amazon CloudTrail
- Amazon DynamoDB
- Google BigQuery
- MySQL
- AWS Data Exchange
Alternatives to AWS Lake Formation
- Cloudera Data Lake ServiceA mature hybrid data lake service for enterprises needing governance, lineage, and Iceberg support.9.1
- Baidu EasyDAPA broad governed data platform for multi-source batch, streaming, SQL, and data services.8.9
- HPCC SystemsA broad open-source data lake platform for distributed processing, queries, governance, and machine learning.8.7
See all AWS Lake Formation alternatives →
AWS Lake Formation vs the competition
- AWS Lake Formation vs Cloudera Data Lake Service
- AWS Lake Formation vs Baidu EasyDAP
- AWS Lake Formation vs HPCC Systems
- AWS Lake Formation vs Unilake
- AWS Lake Formation vs lakeFS
- AWS Lake Formation vs Qubole
Compare AWS Lake Formation with any tool side by side →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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