Property Graph Databases, Ranked Monthly

Property Graph graph databases, ranked monthly by adoption, activity, community and research signals.

Neo4j leads with a score of 88.1, followed by Dgraph (70.1) and Memgraph (67.5) — 79 engines ranked, October 2026.

#	1mo	Name	Score	Tier	Type	License	Language	Query Languages
1	=	Neo4j	88.1	Leader	Property Graph	GPL-3.0	Java	CypherGQL
2	=	Dgraph	70.1	Leader	Property Graph	Apache-2.0	Go	DQLGraphQL
3	=	Memgraph	67.5	Leader	Property Graph	BUSL-1.1	C++	openCypher
4	=	FalkorDB	65.7	Leader	Property Graph	SSPL-1.0	C	openCypher
5	=	LadybugDB	59.1	Strong	Property Graph	MIT	C++	openCypher
6	▲2	Apache AGE	56.1	Strong	Property Graph	Apache-2.0	C	SQLopenCypher
7	▲3	TigerGraph	54.5	Strong	Property Graph	Proprietary	C++	GSQL
8	▼2	TinkerGraph	54.4	Strong	Property Graph	Apache-2.0	Java	Gremlin
9	▼2	Raphtory	54.1	Strong	Property Graph	GPL-3.0	Rust	GraphQL
10	▼1	GFQL	53.9	Strong	Property Graph	BSD-3-Clause	Python	GFQLopenCypher
11	▲1	Kuzu	52.2	Strong	Property Graph	MIT	C++	openCypher
12	▼1	JanusGraph	50.5	Strong	Property Graph	Apache-2.0	Java	Gremlin
13	=	YouTrackDB	50.0	Strong	Property Graph	Apache-2.0	Java	GremlinSQL
14	=	GUN	47.6	Growing	Property Graph	Zlib OR MIT OR Apache-2.0	JavaScript	Custom API
15	▲1	TuringDB	47.1	Growing	Property Graph	BUSL-1.1	C++	openCypher
16	▼1	Google Cloud Spanner Graph	47.0	Growing	Property Graph	Proprietary	C++	GQLSQL/PGQ
17	▲10	AgensGraph	46.8	Growing	Property Graph	Apache-2.0	C	SQLopenCypher
18	▲2	NebulaGraph	46.7	Growing	Property Graph	Apache-2.0	C++	nGQL
19	=	Apache Giraph	46.6	Growing	Property Graph	Apache-2.0	Java	Java API
20	▲8	NeuG	46.2	Growing	Property Graph	Apache-2.0	C++	openCypher
21	▲9	NornicDB	46.1	Growing	Property Graph	MIT	Go	GraphQLopenCypher
22	▼5	GraphScope	45.8	Growing	Property Graph	Apache-2.0	C++	GremlinopenCypher
23	=	Lance Graph	45.5	Growing	Property Graph	Apache-2.0	Rust	SQLopenCypher
24	▼3	Aerospike Graph	45.4	Growing	Property Graph	Apache-2.0	Java	Gremlin
25	▲1	Apache HugeGraph	45.4	Growing	Property Graph	Apache-2.0	Java	GremlinopenCypher
26	new	Titan	45.0	Growing	Property Graph	Apache-2.0	Java	Gremlin
27	▼5	DuckPGQ	44.6	Growing	Property Graph	MIT	C++	SQL/PGQ
28	▼3	OmniGraph	44.6	Growing	Property Graph	MIT	Rust	Custom API
29	▼5	Quine	43.6	Growing	Property Graph	MIT + Commons Clause	Scala	GremlinopenCypher
30	▲5	Sparksee	42.3	Growing	Property Graph	Proprietary	C++	openCypher
31	=	PuppyGraph	41.6	Growing	Property Graph	Proprietary	-	GremlinopenCypher
32	▼3	Google Cloud BigQuery Graph	40.4	Growing	Property Graph	Proprietary	C++	GQLSQL/PGQ
33	▲1	DataStax Enterprise	40.3	Growing	Property Graph	Proprietary	Java	CQLGremlin
34	▼2	Graph Engine	39.3	Growing	Property Graph	MIT	C#	LIKQ
35	▼17	TuGraph	39.1	Growing	Property Graph	Apache-2.0	C++	GQLopenCypher
36	▼3	Sones GraphDB	39.0	Growing	Property Graph	AGPL-3.0	C#	GQL (Sones)
37	▼1	PostgreSQL SQL/PGQ	38.7	Growing	Property Graph	PostgreSQL	C	SQL/PGQ
38	▼1	Ultipa Graph v5	37.8	Growing	Property Graph	Proprietary	C++	GQLUQL
39	▼1	FalkorDBLite	37.4	Growing	Property Graph	SSPL-1.0	Python	openCypher
40	▼1	Ultipa GQLDB	36.3	Growing	Property Graph	Proprietary	-	GQL
41	=	Bighorn	35.4	Growing	Property Graph	MIT	C++	openCypher
42	▼2	RyuGraph	35.1	Growing	Property Graph	MIT	C++	openCypher
43	▼1	StellarDB	35.1	Growing	Property Graph	Proprietary	-	SQLopenCypher
44	▼1	GraphBase	34.2	Growing	Property Graph	Proprietary	-	GraphQL
45	▼1	Microsoft Fabric Graph	34.0	Growing	Property Graph	Proprietary	-	GQL
46	▲2	LatticeDB	34.0	Growing	Property Graph	MIT	Zig	Cypher
47	▼1	YugabyteDB MAGE	33.3	Growing	Property Graph	Apache-2.0	C	SQLopenCypher
48	▲2	agdb	32.9	Growing	Property Graph	Apache-2.0	Rust	Custom API
49	▼4	GraphQLite	32.7	Growing	Property Graph	MIT	C	openCypher
50	new	Teradata Aster	32.4	Growing	Property Graph	Proprietary	-	SQL
51	new	Microsoft SQL Server Graph	30.5	Growing	Property Graph	Proprietary	-	SQL
52	▼3	GalaxyBase	30.4	Growing	Property Graph	Proprietary	-	openCypher
53	▼6	Bitsy	29.7	Emerging	Property Graph	Apache-2.0	Java	Gremlin
54	▼3	InfiniteGraph	28.7	Emerging	Property Graph	Proprietary	Java	DO Query Language
55	▼1	froGQL	27.1	Emerging	Property Graph	MIT	Rust	GQL
56	▼3	GraphLite	26.6	Emerging	Property Graph	Apache-2.0	Rust	GQL
57	▼5	RushDB	26.4	Emerging	Property Graph	ELv2	TypeScript	Custom API
58	▼1	TurboLynx	26.2	Emerging	Property Graph	MIT	C++	openCypher
59	=	KGLite	24.7	Emerging	Property Graph	MIT	Rust	Custom APIopenCypher
60	▼5	PandaDB	24.5	Emerging	Property Graph	Apache-2.0	Scala	openCypher
61	▼5	Qbix Streams	22.1	Emerging	Property Graph	AGPL-3.0	JavaScript	Custom API
62	▼1	ONgDB	21.9	Emerging	Property Graph	GPL-3.0 OR AGPL-3.0	Java	Cypher
63	▼3	Alibaba GDB	21.8	Emerging	Property Graph	Proprietary	-	-
64	▼2	RecallGraph	19.9	Emerging	Property Graph	Apache-2.0	JavaScript	Custom API
65	▼7	pgGraph	19.6	Emerging	Property Graph	Apache-2.0	Rust	SQL
66	▼3	Rocketgraph	17.8	Emerging	Property Graph	Proprietary	-	openCypher
67	▲4	Grust	17.6	Emerging	Property Graph	Apache-2.0	Rust	Custom API
68	▼4	TypeGraph	17.5	Emerging	Property Graph	MIT	TypeScript	Custom API
69	▼4	AstraeaDB	15.6	Emerging	Property Graph	MIT	Rust	CypherGQL
70	▼4	CodeMix Graph	14.7	Emerging	Property Graph	MIT	TypeScript	GremlinopenCypher
71	▼4	Graphflow	13.7	Emerging	Property Graph	MIT	Java	openCypher
72	▼4	VelocityGraph	12.7	Emerging	Property Graph	Proprietary	C#	LINQ
73	▼4	DuckGQL	12.4	Emerging	Property Graph	MIT	C++	GQL
74	▼4	ChronoGraph	12.0	Emerging	Property Graph	AGPL-3.0	Java	Gremlin
75	=	LoraDB	9.4	Emerging	Property Graph	BUSL-1.1	Rust	Cypher
76	▼4	selene-db	9.2	Emerging	Property Graph	MIT OR Apache-2.0	Rust	GQL
77	▼4	DozerDB	8.7	Emerging	Property Graph	GPL-3.0	Java	Cypher
78	▼4	StromaDB	8.5	Emerging	Property Graph	Elastic-2.0	Rust	Custom API
79	new	pg_ladybug	7.8	Emerging	Property Graph	PostgreSQL	C	SQLopenCypher

2 additional engines have too little public signal to be ranked.