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 | 1.4 | 2.0 | 3.7 | 1.6 | 1.1 | 1.9 | 1.1 | 1.1 | |||
EclipseLink | 3.5 | 16.9 | 20.0 | failed | 3.0 | 2.9 | 1.6 | 6.3 | |||
Hibernate | 3.3 | 11.4 | 15.6 | 0.79 | 2.9 | 2.9 | 1.8 | 6.1 | |||
OpenJPA | 3.3 | 8.3 | 10.1 | 2.6 | 2.6 | 1.5 | 4.9 | ||||
ObjectDB | 100 | 53.5 |
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. | ObjectDB server | 53.5 |
3. | EclipseLink with HSQLDB embedded | 20.0 |
4. | EclipseLink with H2 embedded | 16.9 |
5. | Hibernate with HSQLDB embedded | 15.6 |
6. | Hibernate with H2 embedded | 11.4 |
7. | OpenJPA with HSQLDB embedded | 10.1 |
8. | OpenJPA with H2 embedded | 8.3 |
9. | EclipseLink with PostgreSQL server | 6.3 |
10. | Hibernate with PostgreSQL server | 6.1 |
11. | OpenJPA with PostgreSQL server | 4.9 |
12. | DataNucleus with HSQLDB embedded | 3.7 |
13. | EclipseLink with Derby embedded | 3.5 |
14. | OpenJPA with Derby embedded | 3.3 |
15. | Hibernate with Derby embedded | 3.3 |
16. | EclipseLink with Derby server | 3.0 |
17. | Hibernate with H2 server | 2.9 |
The Least Efficient (the Slowest):
18. | Hibernate with Derby server | 2.9 |
19. | EclipseLink with H2 server | 2.9 |
20. | OpenJPA with H2 server | 2.6 |
21. | OpenJPA with Derby server | 2.6 |
22. | DataNucleus with H2 embedded | 2.0 |
23. | DataNucleus with H2 server | 1.9 |
24. | Hibernate with MySQL server | 1.8 |
25. | EclipseLink with MySQL server | 1.6 |
26. | DataNucleus with DB4O embedded | 1.6 |
27. | OpenJPA with MySQL server | 1.5 |
28. | DataNucleus with Derby embedded | 1.4 |
29. | DataNucleus with MySQL server | 1.1 |
30. | DataNucleus with Derby server | 1.1 |
31. | DataNucleus with PostgreSQL server | 1.1 |
32. | Hibernate with SQLite embedded | 0.79 |
33. | EclipseLink with SQLite embedded | 0.0000 |
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 - Many Entities (5000)
- Element Collection Test - Removal Operations - Many Entities (5000)
- Inheritance Test - Removal Operations - Many Entities (5000)
- Indexing Test - Removal Operations - Many Entities (5000)
- Graph (Binary Tree) Test - Removal Operations - Many Entities (5000)
- Multithreading Test - Removal Operations - Many Entities (5000)