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JPA Performance Benchmark (JPAB)

Comparison of OpenJPA with HSQLDB server vs DataNucleus with SQLite 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 Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded
Basic Person Test	failed		failed		failed
Element Collection Test	failed		failed		failed
Inheritance Test	failed		failed		failed
Indexing Test	failed		failed		failed
Graph (Binary Tree) Test	failed		failed		failed
Multithreading Test	failed		failed		failed
All Tests	failed		failed		failed

Speed comparison of JPA database retrieval operations (normalized score, higher is better)

Retrieval Size =>	Few Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded
Basic Person Test	failed	0.43	failed		failed	0.43
Element Collection Test	failed		failed		failed
Inheritance Test	failed		failed		failed
Indexing Test	failed		failed		failed
Graph (Binary Tree) Test	failed		failed		failed
Multithreading Test	failed		failed		failed
All Tests	failed	0.43	failed		failed	0.43

OpenJPA 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
	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded
Basic Person Test	failed	failed	failed		failed	failed
Element Collection Test	failed		failed		failed
Inheritance Test	failed		failed		failed
Indexing Test	failed		failed		failed
Multithreading Test	failed		failed		failed
All Tests	failed	failed	failed		failed	failed

Speed comparison of JPA database update operations (normalized score, higher is better)

Transaction Size =>	Few Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded
Basic Person Test	failed	0.025	failed		failed	0.025
Element Collection Test	failed		failed		failed
Inheritance Test	failed		failed		failed
Indexing Test	failed		failed		failed
Graph (Binary Tree) Test	failed		failed		failed
Multithreading Test	failed		failed		failed
All Tests	failed	0.025	failed		failed	0.025

OpenJPA 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
	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded
Basic Person Test	failed	0.17	failed		failed	0.17
Element Collection Test	failed		failed		failed
Inheritance Test	failed		failed		failed
Indexing Test	failed		failed		failed
Graph (Binary Tree) Test	failed		failed		failed
Multithreading Test	failed		failed		failed
All Tests	failed	0.17	failed		failed	0.17

OpenJPA 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
	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded	OpenJPA HSQLDB server	DataNucleus SQLite embedded
Basic Person Test	failed	0.21	failed		failed	0.21
Element Collection Test	failed		failed		failed
Inheritance Test	failed		failed		failed
Indexing Test	failed		failed		failed
Graph (Binary Tree) Test	failed		failed		failed
Multithreading Test	failed		failed		failed
All Tests	failed	0.21	failed		failed	0.21

Other Head to Head DBMS/JPA Comparisons

JPA Performance Benchmark - Copyright © 2010, 2011 ObjectDB Software Ltd. - All rights reserved.
The benchmark program is released as open source under the GPL license.