Ranking > Graph DBMS > including secondary database models

DB-Engines Ranking of Graph DBMS

The DB-Engines Ranking ranks database management systems according to their popularity. The ranking is updated monthly.

This is a partial list of the complete ranking showing only graph DBMS.

Read more about the method of calculating the scores.

☑ include secondary database models				56 systems in ranking, March 2026
Rank			DBMS	Database Model	Score
Mar 2026	Feb 2026	Mar 2025	DBMS	Database Model	Mar 2026	Feb 2026	Mar 2025
1.	1.	1.	Oracle	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1182.46	-21.05	-70.62
2.	2.	2.	Microsoft SQL Server	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	711.47	+3.33	-76.67
3.	3.	3.	PostgreSQL	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	680.08	+8.05	+16.66
4.	4.	4.	Redis	Key-value, Multi-model Key-value store Document store Graph DBMS Spatial DBMS Search engine Time Series DBMS Vector DBMS	145.19	-1.85	-10.17
5.	5.	5.	MariaDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	87.00	+0.91	-7.23
6.	6.	6.	Microsoft Azure SQL Database	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	73.92	+0.26	+0.01
7.	7.	7.	Neo4j	Graph	47.32	-1.94	+1.17
8.	9.	8.	SAP HANA	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	32.09	+0.34	-2.18
9.	8.	9.	Teradata	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Time Series DBMS	31.08	-1.36	-2.96
10.	10.	10.	Microsoft Azure Cosmos DB	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	22.75	-1.13	+0.48
11.	11.	11.	Aerospike	Multi-model Document store Graph DBMS Key-value store Spatial DBMS	3.45	-0.21	-1.77
12.	13.	15.	ArangoDB	Multi-model Document store Graph DBMS Key-value store Search engine	3.44	-0.03	+0.57
13.	12.	12.	Datastax Enterprise	Wide column, Multi-model Wide column store Document store Graph DBMS Spatial DBMS Search engine Vector DBMS	3.37	-0.25	-0.52
14.	14.	14.	Microsoft Azure Data Explorer	Relational, Multi-model Relational DBMS Document store Event Store Graph DBMS Spatial DBMS Search engine Time Series DBMS	3.11	-0.11	+0.17
15.	15.	13.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.74	-0.11	-0.46
16.	16.	16.	OrientDB	Multi-model Document store Graph DBMS Key-value store	2.53	-0.03	-0.19
17.	17.	17.	GraphDB	Multi-model Graph DBMS RDF store	2.42	-0.09	-0.26
18.	18.	20.	Amazon Neptune	Multi-model Graph DBMS RDF store	2.38	-0.07	+0.31
19.	19.	19.	RavenDB	Document, Multi-model Document store Graph DBMS Spatial DBMS Time Series DBMS	2.35	-0.03	-0.19
20.	20.	23.	NebulaGraph	Graph	2.12	-0.09	+0.57
21.	21.	18.	Memgraph	Graph	1.93	-0.02	-0.68
22.	22.	21.	JanusGraph	Graph	1.87	-0.02	+0.14
23.	23.	22.	Stardog	Multi-model Graph DBMS RDF store	1.74	-0.02	+0.14
24.	24.	25.	TigerGraph	Graph	1.64	-0.06	+0.25
25.	25.	24.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.46	+0.05	-0.05
26.	26.	29.	SurrealDB	Multi-model Document store Graph DBMS	1.41	+0.03	+0.42
27.	27.	26.	Dgraph	Graph	1.26	-0.04	+0.04
28.	28.	28.	Giraph	Graph	1.05	-0.02	-0.02
29.	29.	27.	GigaSpaces	Multi-model Document store Object oriented DBMS Graph DBMS Search engine	0.84	-0.03	-0.31
30.	30.	30.	Blazegraph	Multi-model Graph DBMS RDF store	0.72	-0.02	-0.01
31.	31.	31.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.72	-0.01	-0.01
32.	32.	32.	TypeDB	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.62	+0.02	-0.02
33.	33.	33.	Graph Engine	Multi-model Graph DBMS Key-value store	0.56	+0.01	+0.04
34.	35.	36.	InfiniteGraph	Graph	0.29	+0.01	+0.04
35.	34.	34.	Fluree	Graph	0.28	-0.01	-0.11
36.	36.	35.	RDFox	Multi-model Graph DBMS RDF store Relational DBMS	0.22	-0.01	-0.04
37.	37.	41.	FalkorDB	Graph	0.22	0.00	+0.07
38.	39.	46.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Time Series DBMS	0.21	+0.01	+0.10
39.	38.	38.	AnzoGraph DB	Multi-model Graph DBMS RDF store	0.20	-0.01	-0.01
40.	40.	37.	Apache HugeGraph	Graph	0.13	0.00	-0.12
41.	42.	39.	Ultipa	Graph	0.12	+0.00	-0.07
42.	41.	44.	HyperGraphDB	Graph	0.12	-0.01	-0.02
43.	43.	40.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.11	-0.01	-0.08
44.	44.	42.	FlockDB	Graph	0.11	-0.01	-0.05
45.	46.	47.	Sparksee	Graph	0.10	+0.00	+0.00
46.	47.	43.	TerminusDB	Graph, Multi-model Graph DBMS Document store RDF store	0.10	+0.01	-0.05
47.	45.	48.	GraphBase	Graph	0.10	-0.01	+0.01
48.	48.	45.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.07	+0.00	-0.04
49.	49.	49.	Kuzu	Graph	0.05	+0.00	-0.02
50.	52.	51.	VelocityDB	Multi-model Graph DBMS Object oriented DBMS	0.05	+0.05	+0.01
51.	50.	50.	TinkerGraph	Graph	0.02	0.00	-0.05
52.	51.	52.	gStore	Multi-model Graph DBMS RDF store	0.01	+0.00	-0.02
53.	52.	54.	DataFS	Object oriented, Multi-model Object oriented DBMS Graph DBMS	0.00	±0.00	±0.00
53.	52.	54.	Galaxybase	Graph	0.00	±0.00	±0.00
53.	52.	54.	HGraphDB	Graph	0.00	±0.00	±0.00
53.	52.	53.	Transwarp StellarDB	Graph	0.00	±0.00	-0.02

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