Detailed comparison across 10 dimensions
Winner: Dremio Lakehouse Platform
Dremio Lakehouse Platform clearly comes out ahead of Cloudera Data Platform on Staquest's weighted six-dimension score. Dremio Lakehouse Platform has a free tier; Cloudera Data Platform does not.
| Overview | ||
|---|---|---|
| Type | hybrid | saas tool |
| Company | Cloudera | Dremio |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopmentEducation & EdTechLegal & ComplianceAI & Machine Learning | Data & AnalyticsDevelopment |
| Categories | data-engineering | data-engineering |
| Website | Visit | Visit |
Dremio Lakehouse Platform
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| Feature | cloudera-data-platform | dremio-lakehouse-platform |
|---|---|---|
| Collaborative Ml Workspaces With Secure, Self-Service Data Access | ||
| Audit Logs | ||
| Deploy And Manage Models, Including Llms And Generative Ai | ||
| Bi Tool Integration | ||
| Deploy Data Warehouses With Secure, Self-Service Access To Data | ||
| Customer-Managed Encryption Keys (Byok) | ||
| Develop Applications With Scalable, High-Performance, And Reliable Storage | ||
| Data Analysis In External Sources | ||
| Develop, Schedule, Monitor, And Debug Data Pipelines | ||
| Data Masking | ||
| Ingest, Transform, And Manage Streaming Data (Powered By Apache Nifi) | ||
| Enterprise Identity Provider Integration | ||
| Manage Clusters Running Apache Spark, Hive, Impala, Hbase, Phoenix, Kafka, Flink, Etc. | ||
| Everything In Standard | ||
| Monitor And Optimize Cloudera Deployments Across Hybrid Cloud | ||
| Fully Managed Lakehouse Platform | ||
| Provide Collaborative Ai Workspaces With Secure, Self-Service Data Access | ||
| Global Control Plane | ||
| Streamline Etl | ||
| Integrated Governance & Lineage | ||
| Premium Support | ||
| Scim Synchronization | ||
| Self-Service Data Curation & Sharing | ||
| Social Identity Provider Integration | ||
| Sql Dml | ||
| Transparent Query Optimization | ||
| Unlimited Scalability & Concurrency |
Showing 27 of 27 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Dremio Lakehouse Platform comes out ahead overall, though Cloudera Data Platform can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Dremio Lakehouse Platform offers a free tier; Cloudera Data Platform does not currently list one.
Dremio Lakehouse Platform is open source. The feature comparison and dimension scores above cover the full breakdown.
