Compare with
Comparison of DataNucleus with HSQLDB server vs OpenJPA 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 | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | |
| Basic Person Test | failed | 6.3 | failed | 6.8 | failed | 6.5 |
| Element Collection Test | failed | 7.0 | failed | 5.4 | failed | 6.2 |
| Inheritance Test | failed | 3.8 | failed | 6.0 | failed | 4.9 |
| Indexing Test | failed | 6.8 | failed | 7.9 | failed | 7.3 |
| Graph (Binary Tree) Test | failed | 2.3 | failed | 1.9 | failed | 2.1 |
| Multithreading Test | failed | 6.5 | failed | 0.0000 | failed | 3.2 |
| All Tests | failed | 5.4 | failed | 4.7 | failed | 5.1 |
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 | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | |
| Basic Person Test | failed | 0.42 | failed | 5.8 | failed | 3.1 |
| Element Collection Test | failed | 0.23 | failed | 6.5 | failed | 3.4 |
| Inheritance Test | failed | 0.29 | failed | 4.3 | failed | 2.3 |
| Indexing Test | failed | 0.39 | failed | 5.0 | failed | 2.7 |
| Graph (Binary Tree) Test | failed | 0.072 | failed | 0.16 | failed | 0.11 |
| Multithreading Test | failed | 0.71 | failed | 10.0 | failed | 5.3 |
| All Tests | failed | 0.35 | failed | 5.3 | failed | 2.8 |
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 | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | |
| Basic Person Test | failed | 0.37 | failed | 2.1 | failed | 1.2 |
| Element Collection Test | failed | 0.23 | failed | 0.67 | failed | 0.45 |
| Inheritance Test | failed | 0.095 | failed | 0.80 | failed | 0.45 |
| Indexing Test | failed | 0.76 | failed | 3.0 | failed | 1.9 |
| Multithreading Test | failed | 2.6 | failed | 4.2 | failed | 3.4 |
| All Tests | failed | 0.81 | failed | 2.1 | failed | 1.5 |
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 | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | |
| Basic Person Test | failed | 0.81 | failed | 2.8 | failed | 1.8 |
| Element Collection Test | failed | 0.99 | failed | 3.6 | failed | 2.3 |
| Inheritance Test | failed | 0.51 | failed | 3.3 | failed | 1.9 |
| Indexing Test | failed | 2.4 | failed | 4.4 | failed | 3.4 |
| Graph (Binary Tree) Test | failed | 0.32 | failed | 0.31 | failed | 0.32 |
| Multithreading Test | failed | 1.4 | failed | 4.1 | failed | 2.7 |
| All Tests | failed | 1.1 | failed | 3.1 | failed | 2.1 |
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 | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | |
| Basic Person Test | failed | 4.5 | failed | 9.1 | failed | 6.8 |
| Element Collection Test | failed | 3.4 | failed | 1.9 | failed | 2.7 |
| Inheritance Test | failed | 3.8 | failed | 4.8 | failed | 4.3 |
| Indexing Test | failed | 10.1 | failed | 5.1 | failed | 7.6 |
| Graph (Binary Tree) Test | failed | 3.0 | failed | 5.5 | failed | 4.3 |
| Multithreading Test | failed | 5.1 | failed | 0.0000 | failed | 2.5 |
| All Tests | failed | 5.0 | failed | 4.4 | failed | 4.7 |
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 | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | DataNucleus HSQLDB server | OpenJPA Derby server | |
| Basic Person Test | failed | 2.5 | failed | 5.3 | failed | 3.9 |
| Element Collection Test | failed | 2.4 | failed | 3.6 | failed | 3.0 |
| Inheritance Test | failed | 1.7 | failed | 3.8 | failed | 2.8 |
| Indexing Test | failed | 4.1 | failed | 5.1 | failed | 4.6 |
| Graph (Binary Tree) Test | failed | 1.4 | failed | 2.0 | failed | 1.7 |
| Multithreading Test | failed | 3.3 | failed | 3.6 | failed | 3.5 |
| All Tests | failed | 2.6 | failed | 4.0 | failed | 3.3 |
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
OpenJPA 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 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 H2 server
- OpenJPA with HSQLDB server
- OpenJPA with MySQL server
- OpenJPA with PostgreSQL server
- ObjectDB embedded
- ObjectDB server
