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 per second (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 | 1,021 | 2,667 | 2,667 | 5.6 | 336 | 833 | 95.5 | 548 | |||
| EclipseLink | 1,376 | 10,568 | 7,861 | 0.32 | 657 | 1,647 | 61.2 | 13.5 | |||
| Hibernate | 1,260 | 3,796 | 4,983 | 0.37 | 931 | 1,039 | 114 | 10.7 | |||
| OpenJPA | 3.9 | 6.8 | 6.2 | 4.5 | 3.3 | 5.4 | 17.3 | ||||
| ObjectDB | 54,790 | 12,523 |
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. | ObjectDB server | 22.9 |
| 3. | EclipseLink with H2 embedded | 19.3 |
| 4. | EclipseLink with HSQLDB embedded | 14.3 |
| 5. | Hibernate with HSQLDB embedded | 9.1 |
| 6. | Hibernate with H2 embedded | 6.9 |
| 7. | DataNucleus with H2 embedded | 4.9 |
| 8. | DataNucleus with HSQLDB embedded | 4.9 |
| 9. | EclipseLink with H2 server | 3.0 |
| 10. | EclipseLink with Derby embedded | 2.5 |
| 11. | Hibernate with Derby embedded | 2.3 |
| 12. | Hibernate with H2 server | 1.9 |
| 13. | DataNucleus with Derby embedded | 1.9 |
| 14. | Hibernate with Derby server | 1.7 |
| 15. | DataNucleus with H2 server | 1.5 |
| 16. | EclipseLink with Derby server | 1.2 |
| 17. | DataNucleus with PostgreSQL server | 1.0 |
The Least Efficient (the Slowest):
| 18. | DataNucleus with Derby server | 0.61 |
| 19. | Hibernate with MySQL server | 0.21 |
| 20. | DataNucleus with MySQL server | 0.17 |
| 21. | EclipseLink with MySQL server | 0.11 |
| 22. | OpenJPA with PostgreSQL server | 0.032 |
| 23. | EclipseLink with PostgreSQL server | 0.025 |
| 24. | Hibernate with PostgreSQL server | 0.020 |
| 25. | OpenJPA with H2 embedded | 0.012 |
| 26. | OpenJPA with HSQLDB embedded | 0.011 |
| 27. | DataNucleus with DB4O embedded | 0.010 |
| 28. | OpenJPA with MySQL server | 0.0099 |
| 29. | OpenJPA with Derby server | 0.0082 |
| 30. | OpenJPA with Derby embedded | 0.0071 |
| 31. | OpenJPA with H2 server | 0.0060 |
| 32. | Hibernate with SQLite embedded | 0.0007 |
| 33. | EclipseLink with SQLite embedded | 0.0006 |
The results above are in use in calculating the following average results
- All Tests - All Operations - All Batch Size Modes
- All Tests - All Operations - Few Entities (5/100)
- All Tests - Removal Operations - All Batch Size Modes
- All Tests - Removal Operations - Few Entities (5/100)
- Element Collection Test - All Operations - All Batch Size Modes
- Element Collection Test - All Operations - Few Entities (5/100)
- Element Collection Test - Removal Operations - All Batch Size Modes