When one or more of the All filters is selected - only average normalized results are displayed. Please read Running and Results for more details.
Speed comparison of JPA database removal operations (normalized score, higher is better)
|   | Derby embedded | H2 embedded | HSQLDB embedded | SQLite embedded | DB4O embedded | ObjectDB embedded | Derby server | H2 server | MySQL server | PostgreSQL server | ObjectDB server | 
|---|---|---|---|---|---|---|---|---|---|---|---|
| DataNucleus | 3.0 | 5.2 | 10.6 | 0.012 | 1.1 | 3.0 | 0.69 | 4.4 | |||
| EclipseLink | 4.1 | 33.3 | 31.8 | 0.0006 | 2.9 | 5.6 | 0.34 | 8.0 | |||
| Hibernate | 3.7 | 16.1 | 22.3 | 0.088 | 3.0 | 4.0 | 0.61 | 7.2 | |||
| OpenJPA | 2.7 | 12.4 | 13.2 | 1.3 | 3.0 | 0.39 | 5.8 | ||||
| ObjectDB | 100 | 26.5 | 
Performance comparison chart - The Y-Axis represents normalized score in logarithmic scale - higher is better:
Performance comparison chart - The Y-Axis represents normalized score in linear scale - higher is better:
Best and Worst JPA/Database Performer in this comparison
The Most Efficient (the Fastest):
| 1. | ObjectDB embedded | 100 | 
| 2. | EclipseLink with H2 embedded | 33.3 | 
| 3. | EclipseLink with HSQLDB embedded | 31.8 | 
| 4. | ObjectDB server | 26.5 | 
| 5. | Hibernate with HSQLDB embedded | 22.3 | 
| 6. | Hibernate with H2 embedded | 16.1 | 
| 7. | OpenJPA with HSQLDB embedded | 13.2 | 
| 8. | OpenJPA with H2 embedded | 12.4 | 
| 9. | DataNucleus with HSQLDB embedded | 10.6 | 
| 10. | EclipseLink with PostgreSQL server | 8.0 | 
| 11. | Hibernate with PostgreSQL server | 7.2 | 
| 12. | OpenJPA with PostgreSQL server | 5.8 | 
| 13. | EclipseLink with H2 server | 5.6 | 
| 14. | DataNucleus with H2 embedded | 5.2 | 
| 15. | DataNucleus with PostgreSQL server | 4.4 | 
| 16. | EclipseLink with Derby embedded | 4.1 | 
| 17. | Hibernate with H2 server | 4.0 | 
The Least Efficient (the Slowest):
| 18. | Hibernate with Derby embedded | 3.7 | 
| 19. | DataNucleus with Derby embedded | 3.0 | 
| 20. | Hibernate with Derby server | 3.0 | 
| 21. | OpenJPA with H2 server | 3.0 | 
| 22. | DataNucleus with H2 server | 3.0 | 
| 23. | EclipseLink with Derby server | 2.9 | 
| 24. | OpenJPA with Derby embedded | 2.7 | 
| 25. | OpenJPA with Derby server | 1.3 | 
| 26. | DataNucleus with Derby server | 1.1 | 
| 27. | DataNucleus with MySQL server | 0.69 | 
| 28. | Hibernate with MySQL server | 0.61 | 
| 29. | OpenJPA with MySQL server | 0.39 | 
| 30. | EclipseLink with MySQL server | 0.34 | 
| 31. | Hibernate with SQLite embedded | 0.088 | 
| 32. | DataNucleus with DB4O embedded | 0.012 | 
| 33. | EclipseLink with SQLite embedded | 0.0006 | 
Total number of failed test runs (out of 6 tests in total) in this page results
Notes: Failed test runs are not included in any average score calculation. Click on failure numbers to see exception stack traces.
The results above are averages of the following 6 concrete test results
- Basic Person Test - Removal Operations - Few Entities (5/100)
- Element Collection Test - Removal Operations - Few Entities (5/100)
- Inheritance Test - Removal Operations - Few Entities (5/100)
- Indexing Test - Removal Operations - Few Entities (5/100)
- Graph (Binary Tree) Test - Removal Operations - Few Entities (5/100)
- Multithreading Test - Removal Operations - Few Entities (5/100)