Compare with

Comparison of DataNucleus with HSQLDB server vs OpenJPA with Derby embedded

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
 DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
Basic Person Testfailed6.6failed6.4failed6.5
Element Collection Testfailed7.1failed5.5failed6.3
Inheritance Testfailed4.1failed5.6failed4.9
Indexing Testfailed6.3failed6.8failed6.5
Graph (Binary Tree) Testfailed2.3failed2.5failed2.4
Multithreading Testfailed7.2failed0.0000failed3.6
All Testsfailed5.6failed4.5failed5.0

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
 DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
Basic Person Testfailed14.7failed28.9failed21.8
Element Collection Testfailed1.0failed14.9failed8.0
Inheritance Testfailed1.4failed18.0failed9.7
Indexing Testfailed20.1failed31.4failed25.7
Graph (Binary Tree) Testfailed0.35failed1.5failed0.92
Multithreading Testfailed20.1failed26.3failed23.2
All Testsfailed9.6failed20.2failed14.9

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
 DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
Basic Person Testfailed1.3failed8.6failed5.0
Element Collection Testfailed0.41failed0.95failed0.68
Inheritance Testfailed0.24failed1.1failed0.66
Indexing Testfailed9.1failed17.7failed13.4
Multithreading Testfailed5.2failed10.6failed7.9
All Testsfailed3.2failed7.8failed5.5

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 EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
Basic Person Testfailed2.2failed5.1failed3.6
Element Collection Testfailed2.6failed4.6failed3.6
Inheritance Testfailed1.0failed5.3failed3.2
Indexing Testfailed7.0failed7.5failed7.2
Graph (Binary Tree) Testfailed1.3failed1.0failed1.2
Multithreading Testfailed4.9failed5.5failed5.2
All Testsfailed3.2failed4.8failed4.0

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 EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
Basic Person Testfailed8.6failed8.1failed8.4
Element Collection Testfailed6.2failed1.3failed3.7
Inheritance Testfailed7.3failed4.3failed5.8
Indexing Testfailed15.2failed6.0failed10.6
Graph (Binary Tree) Testfailed5.6failed8.3failed6.9
Multithreading Testfailed5.5failed0.0000failed2.7
All Testsfailed8.1failed4.7failed6.4

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
 DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
DataNucleus
HSQLDB server
OpenJPA
Derby embedded
Basic Person Testfailed6.7failed11.4failed9.1
Element Collection Testfailed3.5failed5.4failed4.5
Inheritance Testfailed2.8failed6.9failed4.8
Indexing Testfailed11.5failed13.9failed12.7
Graph (Binary Tree) Testfailed2.4failed3.3failed2.9
Multithreading Testfailed8.6failed8.5failed8.5
All Testsfailed6.0failed8.4failed7.2

Other Head to Head DBMS/JPA Comparisons