Property Graph Databases, Ranked Monthly

Neo4j leads with a score of 82.1, followed by Dgraph (64.4) and LadybugDB (61.7) — 76 engines ranked, September 2026.

#	1mo	Name	Score	Tier	Type	License	Language	Query Languages
1	=	Neo4j	82.1	Leader	Property Graph	GPL-3.0	Java	CypherGQL
2	=	Dgraph	64.4	Strong	Property Graph	Apache-2.0	Go	DQLGraphQL
3	▲3	LadybugDB	61.7	Strong	Property Graph	MIT	C++	openCypher
4	▼1	Memgraph	61.5	Strong	Property Graph	BUSL-1.1	C++	openCypher
5	▲2	FalkorDB	60.8	Strong	Property Graph	SSPL-1.0	C	openCypher
6	▲3	TinkerGraph	60.3	Strong	Property Graph	Apache-2.0	Java	Gremlin
7	▼3	Apache AGE	59.9	Strong	Property Graph	Apache-2.0	C	SQLopenCypher
8	▼3	Kuzu	59.3	Strong	Property Graph	MIT	C++	openCypher
9	▼1	GFQL	56.2	Strong	Property Graph	BSD-3-Clause	Python	GFQLopenCypher
10	▲2	TigerGraph	54.6	Strong	Property Graph	Proprietary	C++	GSQL
11	=	Raphtory	54.1	Strong	Property Graph	GPL-3.0	Rust	GraphQL
12	▼2	YouTrackDB	52.5	Strong	Property Graph	Apache-2.0	Java	GremlinSQL
13	▲1	JanusGraph	50.3	Strong	Property Graph	Apache-2.0	Java	Gremlin
14	▲34	OmniGraph	49.5	Growing	Property Graph	MIT	Rust	Custom API
15	=	GUN	49.3	Growing	Property Graph	Zlib OR MIT OR Apache-2.0	JavaScript	Custom API
16	▲8	PuppyGraph	49.0	Growing	Property Graph	Proprietary	-	GremlinopenCypher
17	▲2	Google Cloud Spanner Graph	48.8	Growing	Property Graph	Proprietary	C++	GQLSQL/PGQ
18	▼2	Apache HugeGraph	48.5	Growing	Property Graph	Apache-2.0	Java	GremlinopenCypher
19	▼2	Aerospike Graph	48.4	Growing	Property Graph	Apache-2.0	Java	Gremlin
20	=	Graph Engine	48.4	Growing	Property Graph	MIT	C#	LIKQ
21	▼3	GraphScope	48.4	Growing	Property Graph	Apache-2.0	C++	GremlinopenCypher
22	▼9	Google Cloud BigQuery Graph	47.8	Growing	Property Graph	Proprietary	C++	GQLSQL/PGQ
23	▼2	Quine	47.6	Growing	Property Graph	MIT + Commons Clause	Scala	GremlinopenCypher
24	▲2	TuGraph	47.6	Growing	Property Graph	Apache-2.0	C++	GQLopenCypher
25	▼3	DataStax Enterprise	47.4	Growing	Property Graph	Proprietary	Java	CQLGremlin
26	▲2	TuringDB	47.3	Growing	Property Graph	BUSL-1.1	C++	openCypher
27	▼4	DuckPGQ	46.9	Growing	Property Graph	MIT	C++	SQL/PGQ
28	▼3	Lance Graph	46.1	Growing	Property Graph	Apache-2.0	Rust	SQLopenCypher
29	▲2	Apache Giraph	45.8	Growing	Property Graph	Apache-2.0	Java	Java API
30	=	AgensGraph	44.9	Growing	Property Graph	Apache-2.0	C	SQLopenCypher
31	▼4	NebulaGraph	44.4	Growing	Property Graph	Apache-2.0	C++	nGQL
32	▼3	GraphBase	44.2	Growing	Property Graph	Proprietary	-	GraphQL
33	▲1	NornicDB	43.9	Growing	Property Graph	MIT	Go	GraphQLopenCypher
34	▼1	NeuG	43.7	Growing	Property Graph	Apache-2.0	C++	openCypher
35	new	Ultipa GQLDB	41.3	Growing	Property Graph	Proprietary	-	GQL
36	=	Huawei Graph Engine Service	40.5	Growing	Property Graph	Proprietary	C++	GremlinopenCypher
37	▼2	Sones GraphDB	40.5	Growing	Property Graph	AGPL-3.0	C#	GQL (Sones)
38	▼6	Ultipa Graph v5	39.9	Growing	Property Graph	Proprietary	C++	GQLUQL
39	▲5	Bighorn	39.2	Growing	Property Graph	MIT	C++	openCypher
40	▼2	FalkorDBLite	37.9	Growing	Property Graph	SSPL-1.0	Python	openCypher
41	▲1	RyuGraph	36.9	Growing	Property Graph	MIT	C++	openCypher
42	▼3	PostgreSQL SQL/PGQ	36.8	Growing	Property Graph	PostgreSQL	C	SQL/PGQ
43	▼3	YugabyteDB MAGE	36.1	Growing	Property Graph	Apache-2.0	C	SQLopenCypher
44	▼1	Microsoft Fabric Graph	36.0	Growing	Property Graph	Proprietary	-	GQL
45	▼4	Bitsy	35.3	Growing	Property Graph	Apache-2.0	Java	Gremlin
46	▲3	InfiniteGraph	34.9	Growing	Property Graph	Proprietary	Java	DO Query Language
47	▼10	Sparksee	34.6	Growing	Property Graph	Proprietary	C++	openCypher
48	▼2	GraphQLite	33.1	Growing	Property Graph	MIT	C	openCypher
49	▼4	StellarDB	32.2	Growing	Property Graph	Proprietary	-	SQLopenCypher
50	new	LatticeDB	32.0	Growing	Property Graph	MIT	Zig	Cypher
51	▼4	GalaxyBase	31.1	Growing	Property Graph	Proprietary	-	openCypher
52	▼2	Alibaba GDB	29.1	Emerging	Property Graph	Proprietary	-	-
53	▼2	agdb	28.1	Emerging	Property Graph	Apache-2.0	Rust	Custom API
54	▼2	RushDB	27.3	Emerging	Property Graph	ELv2	TypeScript	Custom API
55	new	Qbix Streams	26.8	Emerging	Property Graph	AGPL-3.0	JavaScript	Custom API
56	=	froGQL	26.3	Emerging	Property Graph	MIT	Rust	GQL
57	▼4	GraphLite	26.0	Emerging	Property Graph	Apache-2.0	Rust	GQL
58	▼4	PandaDB	24.3	Emerging	Property Graph	Apache-2.0	Scala	openCypher
59	▼4	TurboLynx	24.1	Emerging	Property Graph	MIT	C++	openCypher
60	▼3	ONgDB	21.8	Emerging	Property Graph	GPL-3.0 OR AGPL-3.0	Java	Cypher
61	▼1	pgGraph	21.6	Emerging	Property Graph	Apache-2.0	Rust	SQL
62	▼4	KGLite	21.0	Emerging	Property Graph	MIT	Rust	Custom APIopenCypher
63	▼4	RecallGraph	20.4	Emerging	Property Graph	Apache-2.0	JavaScript	Custom API
64	▼3	Rocketgraph	18.9	Emerging	Property Graph	Proprietary	-	openCypher
65	▼3	TypeGraph	18.0	Emerging	Property Graph	MIT	TypeScript	Custom API
66	new	AstraeaDB	16.3	Emerging	Property Graph	MIT	Rust	CypherGQL
67	▼4	CodeMix Graph	14.7	Emerging	Property Graph	MIT	TypeScript	GremlinopenCypher
68	▼2	ChronoGraph	13.9	Emerging	Property Graph	AGPL-3.0	Java	Gremlin
69	new	DuckGQL	13.2	Emerging	Property Graph	MIT	C++	GQL
70	▼5	VelocityGraph	12.9	Emerging	Property Graph	Proprietary	C#	LINQ
71	▼7	Graphflow	12.7	Emerging	Property Graph	MIT	Java	openCypher
72	▼5	Grust	11.1	Emerging	Property Graph	Apache-2.0	Rust	Custom API
73	new	selene-db	9.4	Emerging	Property Graph	MIT OR Apache-2.0	Rust	GQL
74	▼6	DozerDB	8.7	Emerging	Property Graph	GPL-3.0	Java	Cypher
75	▼6	StromaDB	8.4	Emerging	Property Graph	Elastic-2.0	Rust	Custom API
76	new	LoraDB	8.3	Emerging	Property Graph	BUSL-1.1	Rust	Cypher

1 additional engine has too little public signal to be ranked.