Comparison of EclipseLink with HSQLDB embedded vs Hibernate 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 Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	27.1	5.9	17.2	3.8	22.2	4.9
Element Collection Test	17.2	2.9	8.2	1.8	12.7	2.3
Inheritance Test	26.7	5.3	11.9	3.7	19.3	4.5
Indexing Test	30.6	7.0	18.6	4.8	24.6	5.9
Graph (Binary Tree) Test	20.0	1.9	15.9	1.7	18.0	1.8
Multithreading Test	32.5	10.5	11.4	3.7	22.0	7.1
All Tests	25.7	5.6	13.9	3.3	19.8	4.4

The results above show that in general EclipseLink with HSQLDB embedded is much more efficient than Hibernate with Derby embedded in persisting JPA entity objects to the database. Comparing the normalized speed of Hibernate with Derby embedded database (4.4) to the normalized speed of EclipseLink with HSQLDB embedded database (19.8) reveals that in these tests, EclipseLink with HSQLDB embedded is 4.5 times faster than Hibernate with Derby embedded.

A huge performance gap has been detected when using graphs of objects with small transaction size. Comparing the normalized speed of Hibernate with Derby embedded database (1.9) to the normalized speed of EclipseLink with HSQLDB embedded database (20.0) reveals that in that case, EclipseLink with HSQLDB embedded is 10.5 times faster than Hibernate with Derby embedded.

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

Retrieval Size =>	Few Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	24.4	14.2	36.0	16.4	30.2	15.3
Element Collection Test	14.9	4.4	19.1	4.9	17.0	4.6
Inheritance Test	22.8	10.3	40.0	18.6	31.4	14.4
Indexing Test	20.7	10.0	38.7	16.4	29.7	13.2
Graph (Binary Tree) Test	8.7	2.6	14.2	3.0	11.4	2.8
Multithreading Test	24.2	19.3	28.0	19.3	26.1	19.3
All Tests	19.3	10.1	29.3	13.1	24.3	11.6

The results above show that in general EclipseLink with HSQLDB embedded is more efficient than Hibernate with Derby embedded in retrieving JPA entity objects from the database. Comparing the normalized speed of Hibernate with Derby embedded database (11.6) to the normalized speed of EclipseLink with HSQLDB embedded database (24.3) reveals that in these tests, EclipseLink with HSQLDB embedded is 2.1 times faster than Hibernate with Derby embedded.

A large performance gap has been detected when using graphs of objects with large retrieval size. Comparing the normalized speed of Hibernate with Derby embedded database (3.0) to the normalized speed of EclipseLink with HSQLDB embedded database (14.2) reveals that in that case, EclipseLink with HSQLDB embedded is 4.7 times faster than Hibernate with Derby embedded.

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

Retrieval Size =>	Few Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	2.9	49.3	0.88	6.8	1.9	28.1
Element Collection Test	3.2	37.6	1.4	2.7	2.3	20.1
Inheritance Test	2.6	24.1	1.1	7.6	1.9	15.9
Indexing Test	21.5	5.3	33.3	14.8	27.4	10.1
Multithreading Test	1.1	39.7	0.52	6.1	0.82	22.9
All Tests	6.3	31.2	7.4	7.6	6.9	19.4

The results above show that in general Hibernate with Derby embedded is more efficient than EclipseLink with HSQLDB embedded in executing the tested JPA queries. Comparing the normalized speed of EclipseLink with HSQLDB embedded database (6.9) to the normalized speed of Hibernate with Derby embedded database (19.4) reveals that in these tests, Hibernate with Derby embedded is 2.8 times faster than EclipseLink with HSQLDB embedded.

A huge performance gap has been detected when using multithreading with small retrieval size. Comparing the normalized speed of EclipseLink with HSQLDB embedded database (1.1) to the normalized speed of Hibernate with Derby embedded database (39.7) reveals that in that case, Hibernate with Derby embedded is 36.1 times faster than EclipseLink with HSQLDB embedded.

On the other hand, Hibernate with Derby embedded is slower, for instance, when using database indexes with small retrieval size. Comparing the normalized speed of Hibernate with Derby embedded database (5.3) to the normalized speed of EclipseLink with HSQLDB embedded database (21.5) reveals that in that case, Hibernate with Derby embedded is 4.1 times slower than EclipseLink with HSQLDB embedded.

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

Transaction Size =>	Few Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	17.9	4.5	7.0	3.2	12.5	3.8
Element Collection Test	14.6	3.9	8.3	3.1	11.4	3.5
Inheritance Test	16.2	4.6	9.7	4.5	13.0	4.5
Indexing Test	12.0	4.6	6.8	5.5	9.4	5.1
Graph (Binary Tree) Test	4.7	2.7	3.4	1.2	4.0	2.0
Multithreading Test	24.4	11.6	4.4	2.6	14.4	7.1
All Tests	15.0	5.3	6.6	3.3	10.8	4.3

The results above show that in general EclipseLink with HSQLDB embedded is more efficient than Hibernate with Derby embedded in updating JPA entity objects in the database. Comparing the normalized speed of Hibernate with Derby embedded database (4.3) to the normalized speed of EclipseLink with HSQLDB embedded database (10.8) reveals that in these tests, EclipseLink with HSQLDB embedded is 2.5 times faster than Hibernate with Derby embedded.

A large performance gap has been detected when using simple basic entities with small transaction size. Comparing the normalized speed of Hibernate with Derby embedded database (4.5) to the normalized speed of EclipseLink with HSQLDB embedded database (17.9) reveals that in that case, EclipseLink with HSQLDB embedded is 4.0 times faster than Hibernate with Derby embedded.

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

Transaction Size =>	Few Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	32.3	3.8	20.3	4.2	26.3	4.0
Element Collection Test	14.3	2.3	6.0	1.5	10.2	1.9
Inheritance Test	29.2	4.0	23.9	4.3	26.6	4.2
Indexing Test	55.3	5.5	27.1	3.6	41.2	4.6
Graph (Binary Tree) Test	6.8	0.74	14.1	0.96	10.4	0.85
Multithreading Test	52.9	5.6	28.4	4.9	40.6	5.3
All Tests	31.8	3.7	20.0	3.3	25.9	3.5

The results above show that in general EclipseLink with HSQLDB embedded is much more efficient than Hibernate with Derby embedded in deleting JPA entity objects from the database. Comparing the normalized speed of Hibernate with Derby embedded database (3.5) to the normalized speed of EclipseLink with HSQLDB embedded database (25.9) reveals that in these tests, EclipseLink with HSQLDB embedded is 7.4 times faster than Hibernate with Derby embedded.

A huge performance gap has been detected when using graphs of objects with large transaction size. Comparing the normalized speed of Hibernate with Derby embedded database (0.96) to the normalized speed of EclipseLink with HSQLDB embedded database (14.1) reveals that in that case, EclipseLink with HSQLDB embedded is 14.7 times faster than Hibernate with Derby embedded.

Comparison of database storage efficiency (normalized score, higher is better)

Transaction Size =>	Few Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	41.4	52.7	41.4	52.7	41.4	52.7
Element Collection Test	46.9	42.3	46.9	42.3	46.9	42.3
Inheritance Test	41.4	49.2	41.4	49.2	41.4	49.2
Indexing Test	48.4	53.0	49.2	53.9	48.8	53.4
Graph (Binary Tree) Test	28.5	13.1	21.4	9.8	25.0	11.5
Multithreading Test	51.9	49.3	10.3	8.8	31.1	29.0
All Tests	43.1	43.3	35.1	36.1	39.1	39.7

The results above show that in general Hibernate with Derby embedded is slightly more efficient than EclipseLink with HSQLDB embedded in using disk space.

On the other hand, Hibernate with Derby embedded is slower, for instance, when using graphs of objects with large transaction size. Comparing the normalized score of Hibernate with Derby embedded database (9.8) to the normalized score of EclipseLink with HSQLDB embedded database (21.4) reveals that in that case, Hibernate with Derby embedded is 2.2 times less efficient than EclipseLink with HSQLDB embedded.

Comparison of JPA/Database speed - the averages (normalized score, higher is better)

Transaction/Retrieval Size	Few Entities		Many Entities		Average Score
	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded	EclipseLink HSQLDB embedded	Hibernate Derby embedded
Basic Person Test	20.9	15.5	16.3	6.9	18.6	11.2
Element Collection Test	12.8	10.2	8.6	2.8	10.7	6.5
Inheritance Test	19.5	9.7	17.3	7.7	18.4	8.7
Indexing Test	28.0	6.5	24.9	9.0	26.5	7.8
Graph (Binary Tree) Test	10.0	2.0	11.9	1.7	11.0	1.8
Multithreading Test	27.0	17.3	14.6	7.3	20.8	12.3
All Tests	20.1	10.5	15.7	6.1	17.9	8.3

The results above show that in general EclipseLink with HSQLDB embedded is more efficient than Hibernate with Derby embedded in performing JPA database operations. Comparing the normalized speed of Hibernate with Derby embedded database (8.3) to the normalized speed of EclipseLink with HSQLDB embedded database (17.9) reveals that in these tests, EclipseLink with HSQLDB embedded is 2.2 times faster than Hibernate with Derby embedded.

A large performance gap has been detected when using graphs of objects with large transaction/retrieval size. Comparing the normalized speed of Hibernate with Derby embedded database (1.7) to the normalized speed of EclipseLink with HSQLDB embedded database (11.9) reveals that in that case, EclipseLink with HSQLDB embedded is 7.0 times faster than Hibernate with Derby embedded.

JPA Performance Benchmark (JPAB)