Detailed comparison across 10 dimensions
Winner: IBM watsonx.data
IBM watsonx.data clearly comes out ahead of Cloudera Data Platform on Staquest's weighted six-dimension score. Neither lists a free tier.
| Overview | ||
|---|---|---|
| Type | hybrid | hybrid |
| Company | Cloudera | IBM |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Trending | Stable | Stable |
| Industries | Data & AnalyticsDevelopmentEducation & EdTechLegal & ComplianceAI & Machine Learning | Data & AnalyticsDevelopmentHR & Recruiting |
| Categories | data-engineering | data-engineering |
| Website | Visit | Visit |
IBM watsonx.data
usage based
usage based
usage based
usage based
usage based
usage based
usage based
usage based
usage based
usage based
custom
| Feature | cloudera-data-platform | ibm-watsonxdata |
|---|---|---|
| Collaborative Ml Workspaces With Secure, Self-Service Data Access | ||
| Data Lakehouse Architecture | ||
| Deploy And Manage Models, Including Llms And Generative Ai | ||
| Flexible Deployment | ||
| Deploy Data Warehouses With Secure, Self-Service Access To Data | ||
| Governance | ||
| Develop Applications With Scalable, High-Performance, And Reliable Storage | ||
| Integration | ||
| Develop, Schedule, Monitor, And Debug Data Pipelines | ||
| Query Engines | ||
| Ingest, Transform, And Manage Streaming Data (Powered By Apache Nifi) | ||
| Manage Clusters Running Apache Spark, Hive, Impala, Hbase, Phoenix, Kafka, Flink, Etc. | ||
| Monitor And Optimize Cloudera Deployments Across Hybrid Cloud | ||
| Provide Collaborative Ai Workspaces With Secure, Self-Service Data Access | ||
| Streamline Etl |
Showing 15 of 15 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, IBM watsonx.data comes out ahead overall, though Cloudera Data Platform can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
