Ranking > Graph DBMS

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				43 systems in ranking, February 2026
Rank			DBMS	Database Model	Score
Feb 2026	Jan 2026	Feb 2025	DBMS	Database Model	Feb 2026	Jan 2026	Feb 2025
1.	1.	1.	Neo4j	Graph	49.26	-0.89	+3.92
2.	2.	2.	Microsoft Azure Cosmos DB	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	23.88	-0.92	+1.75
3.	3.	3.	Aerospike	Multi-model Document store Graph DBMS Key-value store Spatial DBMS	3.66	-0.11	-1.43
4.	4.	5.	ArangoDB	Multi-model Document store Graph DBMS Key-value store Search engine	3.47	+0.15	+0.56
5.	5.	4.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.85	-0.09	-0.29
6.	6.	6.	OrientDB	Multi-model Document store Graph DBMS Key-value store	2.56	-0.01	-0.16
7.	7.	7.	GraphDB	Multi-model Graph DBMS RDF store	2.51	+0.04	-0.12
8.	8.	9.	Amazon Neptune	Multi-model Graph DBMS RDF store	2.46	+0.03	+0.33
9.	9.	12.	NebulaGraph	Graph	2.21	-0.13	+0.64
10.	10.	8.	Memgraph	Graph	1.95	-0.08	-0.59
11.	11.	10.	JanusGraph	Graph	1.89	+0.01	+0.20
12.	12.	11.	Stardog	Multi-model Graph DBMS RDF store	1.76	0.00	+0.15
13.	13.	14.	TigerGraph	Graph	1.70	-0.02	+0.25
14.	14.	13.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.41	-0.03	-0.08
15.	15.	17.	SurrealDB	Multi-model Document store Graph DBMS	1.38	+0.03	+0.43
16.	16.	15.	Dgraph	Graph	1.29	+0.02	+0.09
17.	17.	16.	Giraph	Graph	1.07	-0.03	+0.00
18.	18.	18.	Blazegraph	Multi-model Graph DBMS RDF store	0.75	+0.00	+0.01
19.	19.	19.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.73	-0.01	+0.03
20.	20.	20.	TypeDB	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.60	+0.01	+0.01
21.	21.	21.	Graph Engine	Multi-model Graph DBMS Key-value store	0.55	-0.02	+0.06
22.	22.	22.	Fluree	Graph	0.29	-0.01	-0.05
23.	23.	24.	InfiniteGraph	Graph	0.28	+0.00	+0.02
24.	24.	25.	RDFox	Multi-model Graph DBMS RDF store Relational DBMS	0.23	-0.01	+0.03
25.	26.	31.	FalkorDB	Graph	0.22	+0.02	+0.12
26.	25.	26.	AnzoGraph DB	Multi-model Graph DBMS RDF store	0.21	0.00	+0.04
27.	27.	37.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Time Series DBMS	0.20	+0.02	+0.15
28.	28.	23.	Apache HugeGraph	Graph	0.13	0.00	-0.14
29.	29.	29.	HyperGraphDB	Graph	0.13	0.00	-0.02
30.	30.	30.	Ultipa	Graph	0.12	0.00	+0.01
31.	31.	27.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.12	-0.01	-0.05
32.	32.	28.	FlockDB	Graph	0.11	0.00	-0.04
33.	33.	34.	GraphBase	Graph	0.11	-0.01	+0.02
34.	35.	33.	Sparksee	Graph	0.10	+0.00	+0.00
35.	34.	32.	TerminusDB	Graph, Multi-model Graph DBMS Document store RDF store	0.09	-0.01	-0.01
36.	36.	35.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.07	+0.00	0.00
37.	37.	38.	Kuzu	Graph	0.05	+0.01	+0.03
38.	38.	36.	TinkerGraph	Graph	0.02	0.00	-0.03
39.	39.	39.	gStore	Multi-model Graph DBMS RDF store	0.01	+0.00	+0.00
40.	40.	40.	Galaxybase	Graph	0.00	±0.00	±0.00
40.	40.	40.	HGraphDB	Graph	0.00	±0.00	±0.00
40.	40.	40.	Transwarp StellarDB	Graph	0.00	±0.00	±0.00
40.	40.	40.	VelocityDB	Multi-model Graph DBMS Object oriented DBMS	0.00	±0.00	±0.00

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