Compare with
Comparison of DataNucleus with HSQLDB server vs EclipseLink with H2 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 H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | |
| Basic Person Test | failed | 12.6 | failed | 9.5 | failed | 11.1 |
| Element Collection Test | failed | 12.5 | failed | 6.6 | failed | 9.5 |
| Inheritance Test | failed | 6.5 | failed | 10.5 | failed | 8.5 |
| Indexing Test | failed | 12.2 | failed | 12.3 | failed | 12.3 |
| Graph (Binary Tree) Test | failed | 8.3 | failed | 7.3 | failed | 7.8 |
| Multithreading Test | failed | 11.5 | failed | 0.0000 | failed | 5.8 |
| All Tests | failed | 10.6 | failed | 7.7 | failed | 9.2 |
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 H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | |
| Basic Person Test | failed | 2.8 | failed | 6.6 | failed | 4.7 |
| Element Collection Test | failed | 1.5 | failed | 1.8 | failed | 1.7 |
| Inheritance Test | failed | 2.1 | failed | 7.9 | failed | 5.0 |
| Indexing Test | failed | 2.4 | failed | 8.0 | failed | 5.2 |
| Graph (Binary Tree) Test | failed | 0.38 | failed | 0.81 | failed | 0.60 |
| Multithreading Test | failed | 4.7 | failed | 11.2 | failed | 8.0 |
| All Tests | failed | 2.3 | failed | 6.0 | failed | 4.2 |
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 H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | |
| Basic Person Test | failed | 1.2 | failed | 3.1 | failed | 2.2 |
| Element Collection Test | failed | 1.8 | failed | 1.9 | failed | 1.9 |
| Inheritance Test | failed | 0.75 | failed | 3.3 | failed | 2.0 |
| Indexing Test | failed | 2.1 | failed | 3.5 | failed | 2.8 |
| Multithreading Test | failed | 3.6 | failed | 6.7 | failed | 5.1 |
| All Tests | failed | 1.9 | failed | 3.7 | failed | 2.8 |
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 H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | |
| Basic Person Test | failed | 2.1 | failed | 2.8 | failed | 2.4 |
| Element Collection Test | failed | 4.8 | failed | 1.9 | failed | 3.4 |
| Inheritance Test | failed | 2.1 | failed | 3.0 | failed | 2.6 |
| Indexing Test | failed | 5.5 | failed | 4.4 | failed | 5.0 |
| Graph (Binary Tree) Test | failed | 1.0 | failed | 0.73 | failed | 0.89 |
| Multithreading Test | failed | 2.7 | failed | 1.4 | failed | 2.0 |
| All Tests | failed | 3.0 | failed | 2.4 | failed | 2.7 |
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 H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | |
| Basic Person Test | failed | 12.1 | failed | 9.6 | failed | 10.9 |
| Element Collection Test | failed | 8.3 | failed | 1.2 | failed | 4.8 |
| Inheritance Test | failed | 13.7 | failed | 7.4 | failed | 10.6 |
| Indexing Test | failed | 23.0 | failed | 7.0 | failed | 15.0 |
| Graph (Binary Tree) Test | failed | 7.5 | failed | 10.9 | failed | 9.2 |
| Multithreading Test | failed | 7.0 | failed | 0.0000 | failed | 3.5 |
| All Tests | failed | 11.9 | failed | 6.0 | failed | 9.0 |
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 H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | DataNucleus HSQLDB server | EclipseLink H2 server | |
| Basic Person Test | failed | 6.2 | failed | 6.3 | failed | 6.2 |
| Element Collection Test | failed | 5.8 | failed | 2.7 | failed | 4.2 |
| Inheritance Test | failed | 5.0 | failed | 6.4 | failed | 5.7 |
| Indexing Test | failed | 9.0 | failed | 7.0 | failed | 8.0 |
| Graph (Binary Tree) Test | failed | 4.3 | failed | 4.9 | failed | 4.6 |
| Multithreading Test | failed | 5.9 | failed | 3.9 | failed | 4.9 |
| All Tests | failed | 6.1 | failed | 5.2 | failed | 5.7 |
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 H2 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 Derby 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
