Compare with
Comparison of DataNucleus with HSQLDB server vs EclipseLink with Derby server
Each of the following tables focuses on a specific database operation, where the last table presents average results comparison.
Speed comparison of JPA database persistence operations (normalized score, higher is better)
| Transaction Size => | Few Entities | Many Entities | Average Score | |||
|---|---|---|---|---|---|---|
| DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | |
| Basic Person Test | failed | 9.2 | failed | 8.9 | failed | 9.0 |
| Element Collection Test | failed | 8.0 | failed | 6.8 | failed | 7.4 |
| Inheritance Test | failed | 5.6 | failed | 9.3 | failed | 7.4 |
| Indexing Test | failed | 9.6 | failed | 11.0 | failed | 10.3 |
| Graph (Binary Tree) Test | failed | 8.1 | failed | 7.4 | failed | 7.8 |
| Multithreading Test | failed | 10.8 | failed | 0.0000 | failed | 5.4 |
| All Tests | failed | 8.6 | failed | 7.2 | failed | 7.9 |
DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).
Speed comparison of JPA database retrieval operations (normalized score, higher is better)
| Retrieval Size => | Few Entities | Many Entities | Average Score | |||
|---|---|---|---|---|---|---|
| DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | |
| Basic Person Test | failed | 1.8 | failed | 7.6 | failed | 4.7 |
| Element Collection Test | failed | 0.86 | failed | 0.58 | failed | 0.72 |
| Inheritance Test | failed | 1.8 | failed | 6.6 | failed | 4.2 |
| Indexing Test | failed | 1.7 | failed | 7.7 | failed | 4.7 |
| Graph (Binary Tree) Test | failed | 0.12 | failed | 0.26 | failed | 0.19 |
| Multithreading Test | failed | 2.5 | failed | 12.5 | failed | 7.5 |
| All Tests | failed | 1.5 | failed | 5.9 | failed | 3.7 |
DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).
Speed comparison of JPA database query operations (normalized score, higher is better)
| Retrieval Size => | Few Entities | Many Entities | Average Score | |||
|---|---|---|---|---|---|---|
| DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | |
| Basic Person Test | failed | 0.46 | failed | 2.4 | failed | 1.4 |
| Element Collection Test | failed | 0.92 | failed | 1.1 | failed | 1.0 |
| Inheritance Test | failed | 0.42 | failed | 2.4 | failed | 1.4 |
| Indexing Test | failed | 1.3 | failed | 3.3 | failed | 2.3 |
| Multithreading Test | failed | 2.4 | failed | 4.3 | failed | 3.4 |
| All Tests | failed | 1.1 | failed | 2.7 | failed | 1.9 |
DataNucleus with HSQLDB server has failed in 10 tests (see exceptions).
Speed comparison of JPA database update operations (normalized score, higher is better)
| Transaction Size => | Few Entities | Many Entities | Average Score | |||
|---|---|---|---|---|---|---|
| DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | |
| Basic Person Test | failed | 1.7 | failed | 4.1 | failed | 2.9 |
| Element Collection Test | failed | 2.6 | failed | 1.2 | failed | 1.9 |
| Inheritance Test | failed | 1.6 | failed | 5.2 | failed | 3.4 |
| Indexing Test | failed | 6.0 | failed | 5.5 | failed | 5.8 |
| Graph (Binary Tree) Test | failed | 0.67 | failed | 0.41 | failed | 0.54 |
| Multithreading Test | failed | 1.7 | failed | 4.6 | failed | 3.2 |
| All Tests | failed | 2.4 | failed | 3.5 | failed | 3.0 |
DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).
Speed comparison of JPA database removal operations (normalized score, higher is better)
| Transaction Size => | Few Entities | Many Entities | Average Score | |||
|---|---|---|---|---|---|---|
| DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | |
| Basic Person Test | failed | 10.6 | failed | 7.4 | failed | 9.0 |
| Element Collection Test | failed | 6.0 | failed | 0.67 | failed | 3.3 |
| Inheritance Test | failed | 12.6 | failed | 14.1 | failed | 13.3 |
| Indexing Test | failed | 18.7 | failed | 10.1 | failed | 14.4 |
| Graph (Binary Tree) Test | failed | 5.8 | failed | 9.9 | failed | 7.9 |
| Multithreading Test | failed | 6.6 | failed | 0.0000 | failed | 3.3 |
| All Tests | failed | 10.1 | failed | 7.0 | failed | 8.5 |
DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).
Comparison of JPA/Database speed - the averages (normalized score, higher is better)
| Transaction/Retrieval Size | Few Entities | Many Entities | Average Score | |||
|---|---|---|---|---|---|---|
| DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | DataNucleus HSQLDB server | EclipseLink Derby server | |
| Basic Person Test | failed | 4.8 | failed | 6.1 | failed | 5.4 |
| Element Collection Test | failed | 3.7 | failed | 2.1 | failed | 2.9 |
| Inheritance Test | failed | 4.4 | failed | 7.5 | failed | 6.0 |
| Indexing Test | failed | 7.5 | failed | 7.5 | failed | 7.5 |
| Graph (Binary Tree) Test | failed | 3.7 | failed | 4.5 | failed | 4.1 |
| Multithreading Test | failed | 4.8 | failed | 4.3 | failed | 4.6 |
| All Tests | failed | 4.8 | failed | 5.4 | failed | 5.1 |
Other Head to Head DBMS/JPA Comparisons
DataNucleus with HSQLDB server against:
- Oracle Database 11g
- IBM DB2 10
- Microsoft SQL Server 2008
- DataNucleus with Derby embedded
- DataNucleus with H2 embedded
- DataNucleus with HSQLDB embedded
- DataNucleus with SQLite embedded
- DataNucleus with DB4O embedded
- DataNucleus with Derby server
- DataNucleus with H2 server
- DataNucleus with MySQL server
- DataNucleus with PostgreSQL server
- EclipseLink with Derby embedded
- EclipseLink with H2 embedded
- EclipseLink with HSQLDB embedded
- EclipseLink with Derby server
- EclipseLink with H2 server
- EclipseLink with HSQLDB server
- EclipseLink with MySQL server
- EclipseLink with PostgreSQL server
- Hibernate with Derby embedded
- Hibernate with H2 embedded
- Hibernate with HSQLDB embedded
- Hibernate with Derby server
- Hibernate with H2 server
- Hibernate with HSQLDB server
- Hibernate with MySQL server
- Hibernate with PostgreSQL server
- OpenJPA with Derby embedded
- OpenJPA with H2 embedded
- OpenJPA with HSQLDB embedded
- OpenJPA with Derby server
- OpenJPA with H2 server
- OpenJPA with HSQLDB server
- OpenJPA with MySQL server
- OpenJPA with PostgreSQL server
- ObjectDB embedded
- ObjectDB server
EclipseLink with Derby server against:
- Oracle Database 11g
- IBM DB2 10
- Microsoft SQL Server 2008
- DataNucleus with Derby embedded
- DataNucleus with H2 embedded
- DataNucleus with HSQLDB embedded
- DataNucleus with SQLite embedded
- DataNucleus with DB4O embedded
- DataNucleus with Derby server
- DataNucleus with H2 server
- DataNucleus with HSQLDB server
- DataNucleus with MySQL server
- DataNucleus with PostgreSQL server
- EclipseLink with Derby embedded
- EclipseLink with H2 embedded
- EclipseLink with HSQLDB embedded
- EclipseLink with H2 server
- EclipseLink with HSQLDB server
- EclipseLink with MySQL server
- EclipseLink with PostgreSQL server
- Hibernate with Derby embedded
- Hibernate with H2 embedded
- Hibernate with HSQLDB embedded
- Hibernate with Derby server
- Hibernate with H2 server
- Hibernate with HSQLDB server
- Hibernate with MySQL server
- Hibernate with PostgreSQL server
- OpenJPA with Derby embedded
- OpenJPA with H2 embedded
- OpenJPA with HSQLDB embedded
- OpenJPA with Derby server
- OpenJPA with H2 server
- OpenJPA with HSQLDB server
- OpenJPA with MySQL server
- OpenJPA with PostgreSQL server
- ObjectDB embedded
- ObjectDB server
