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Comparison of OpenJPA with H2 server vs DataNucleus with HSQLDB 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 EntitiesMany EntitiesAverage Score
 OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
Basic Person Test8.1failed6.6failed7.3failed
Element Collection Test6.4failed6.9failed6.7failed
Inheritance Test4.4failed7.4failed5.9failed
Indexing Test7.2failed9.4failed8.3failed
Graph (Binary Tree) Test2.5failed2.1failed2.3failed
Multithreading Test7.8failed0.0000failed3.9failed
All Tests6.1failed5.4failed5.7failed

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 EntitiesMany EntitiesAverage Score
 OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
Basic Person Test1.7failed6.1failed3.9failed
Element Collection Test0.32failed6.9failed3.6failed
Inheritance Test0.82failed4.8failed2.8failed
Indexing Test1.1failed9.7failed5.4failed
Graph (Binary Tree) Test0.11failed0.15failed0.13failed
Multithreading Test2.2failed9.6failed5.9failed
All Tests1.1failed6.2failed3.6failed

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 EntitiesMany EntitiesAverage Score
 OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
Basic Person Test0.54failed2.2failed1.4failed
Element Collection Test0.53failed2.0failed1.3failed
Inheritance Test0.42failed2.1failed1.2failed
Indexing Test0.78failed2.6failed1.7failed
Multithreading Test2.9failed4.3failed3.6failed
All Tests1.0failed2.6failed1.8failed

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 EntitiesMany EntitiesAverage Score
 OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
Basic Person Test1.1failed2.1failed1.6failed
Element Collection Test1.2failed3.6failed2.4failed
Inheritance Test1.2failed2.5failed1.8failed
Indexing Test3.3failed2.9failed3.1failed
Graph (Binary Tree) Test0.61failed0.34failed0.48failed
Multithreading Test2.7failed0.76failed1.8failed
All Tests1.7failed2.0failed1.9failed

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 EntitiesMany EntitiesAverage Score
 OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
Basic Person Test6.9failed11.6failed9.3failed
Element Collection Test3.5failed2.2failed2.9failed
Inheritance Test8.0failed5.4failed6.7failed
Indexing Test12.2failed5.8failed9.0failed
Graph (Binary Tree) Test7.4failed10.0failed8.7failed
Multithreading Test8.3failed0.0000failed4.1failed
All Tests7.7failed5.8failed6.8failed

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 SizeFew EntitiesMany EntitiesAverage Score
 OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
OpenJPA
H2 server
DataNucleus
HSQLDB server
Basic Person Test3.7failed5.7failed4.7failed
Element Collection Test2.4failed4.3failed3.4failed
Inheritance Test3.0failed4.4failed3.7failed
Indexing Test4.9failed6.1failed5.5failed
Graph (Binary Tree) Test2.7failed3.2failed2.9failed
Multithreading Test4.8failed2.9failed3.9failed
All Tests3.6failed4.5failed4.0failed

Other Head to Head DBMS/JPA Comparisons