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Comparison of DataNucleus with HSQLDB server vs Hibernate with MySQL 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
 DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
Basic Person Testfailed1.5failed6.9failed4.2
Element Collection Testfailed1.8failed4.4failed3.1
Inheritance Testfailed1.0failed5.7failed3.4
Indexing Testfailed1.7failed8.3failed5.0
Graph (Binary Tree) Testfailed3.4failed4.3failed3.9
Multithreading Testfailed2.6failed0.0000failed1.3
All Testsfailed2.0failed4.9failed3.5

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
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
Basic Person Testfailed1.7failed9.3failed5.5
Element Collection Testfailed0.57failed0.59failed0.58
Inheritance Testfailed1.7failed6.5failed4.1
Indexing Testfailed1.7failed10.0failed5.9
Graph (Binary Tree) Testfailed0.21failed0.38failed0.30
Multithreading Testfailed3.0failed5.1failed4.1
All Testsfailed1.5failed5.3failed3.4

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
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
Basic Person Testfailed0.17failed1.1failed0.62
Element Collection Testfailed0.39failed0.54failed0.47
Inheritance Testfailed0.17failed1.2failed0.70
Indexing Testfailed1.0failed3.0failed2.0
Multithreading Testfailed1.0failed2.1failed1.5
All Testsfailed0.56failed1.6failed1.1

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
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
Basic Person Testfailed0.21failed0.77failed0.49
Element Collection Testfailed0.31failed0.70failed0.51
Inheritance Testfailed0.19failed0.92failed0.56
Indexing Testfailed0.63failed1.2failed0.92
Graph (Binary Tree) Testfailed0.30failed0.24failed0.27
Multithreading Testfailed0.23failed1.4failed0.81
All Testsfailed0.31failed0.87failed0.59

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
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
Basic Person Testfailed1.1failed6.0failed3.5
Element Collection Testfailed1.0failed0.68failed0.84
Inheritance Testfailed1.2failed3.2failed2.2
Indexing Testfailed1.7failed3.4failed2.6
Graph (Binary Tree) Testfailed4.0failed7.4failed5.7
Multithreading Testfailed1.1failed0.0000failed0.54
All Testsfailed1.7failed3.4failed2.6

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
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
DataNucleus
HSQLDB server
Hibernate
MySQL server
Basic Person Testfailed0.93failed4.8failed2.9
Element Collection Testfailed0.82failed1.4failed1.1
Inheritance Testfailed0.87failed3.5failed2.2
Indexing Testfailed1.3failed5.2failed3.3
Graph (Binary Tree) Testfailed2.0failed3.1failed2.5
Multithreading Testfailed1.6failed1.7failed1.7
All Testsfailed1.2failed3.3failed2.3

Other Head to Head DBMS/JPA Comparisons