AWS Lake Formation vs Qubole

AWS Lake Formation9.4Visit Qubole8.3Visit

Higher score AWS Lake Formation #1 in Data Lake Software 9.4/10 Paid ✓ 4 of 4 features Visit site

vs

Qubole #7 in Data Lake Software 8.3/10 30-day trial Free trial✓ 3 of 4 features Visit Qubole

• AWS Lake Formation fits best

  AWS-native governed data lakes

• Qubole fits best

  Managed analytics-heavy data lakes

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Side by side

Feature	AWS Lake Formation 9.4/10 Visit ↗	Qubole 8.3/10 Visit ↗
At a glance
Editor score	9.4	8.3
Ranking	#1 in Data Lake Software	#7 in Data Lake Software
Best for	AWS-native governed data lakes	Managed analytics-heavy data lakes
Pricing model	Paid	Paid
Starting price	Not checked yet	—
Free plan	—	—
Free trial	—	30 days
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs	Email, Docs
Integrations	9 integrations	14 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features AWS Lake Formation 4/4 · Qubole 3/4
Metadata catalog	✓	✓
Governance controls	✓	✓
Open table formats	✓ (best)	—
Data sharing	✓	✓
Specs
Deployment model	Cloud	Cloud
Ingestion modes	Batch	Both
Query interface	Both	Both
Our review
Pros	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	Managed Spark, Presto, Hive, and Airflow engines Batch and streaming pipelines with Kafka and Kinesis ingestion Governance, metadata discovery, autoscaling, and BI connectivity
Cons	No free plan No fixed subscription plans or universal starting price Integrated services and some usage incur separate AWS charges	No free plan beyond the 30-day trial Modern open table formats are not supported The product is focused on cloud deployment rather than local use
Our verdict	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,… Read the review →	Qubole is a cloud-native, multi-cloud data lake platform for data engineers, analysts, data scientists, and administrators. It combines managed Apache Spark, Presto, Hive, and Airflow with batch and streaming pipelines, SQL analytics,… Read the review →

Strengths and trade-offs

• AWS Lake Formation — 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

• Qubole — where it wins

  • Managed Spark, Presto, Hive, and Airflow engines
  • Batch and streaming pipelines with Kafka and Kinesis ingestion
  • Governance, metadata discovery, autoscaling, and BI connectivity

  Where it doesn't

  • No free plan beyond the 30-day trial
  • Modern open table formats are not supported
  • The product is focused on cloud deployment rather than local use

• AWS Lake Formation9.4/10 · Paid

  A deep AWS-native governance layer for organizations building managed data lakes on Amazon S3.

  Visit siteFull verdict →
• Qubole8.3/10 · 30-day trial

  A managed, analytics-focused data lake with broad engine, pipeline, and BI support.

  Visit QuboleFull verdict →