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DB-Engines Ranking of Relational DBMS

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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 relational DBMS.

Read more about the method of calculating the scores.

☐ include secondary database models				169 systems in ranking, July 2026
Rank			DBMS	Database Model	Score
Jul 2026	Jun 2026	Jul 2025			Jul 2026	Jun 2026	Jul 2025
1.	1.	1.	Oracle	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1132.37	-7.67	-84.69
2.	2.	2.	MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	846.46	-9.83	-94.27
3.	3.	3.	Microsoft SQL Server	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	698.96	+0.92	-72.18
4.	4.	4.	PostgreSQL	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	687.80	-0.43	+6.92
5.	5.	5.	Snowflake	Relational	216.06	+1.49	+39.89
6.	6.	8.	Databricks	Multi-model Document store Relational DBMS	164.08	+6.50	+56.04
7.	7.	6.	IBM Db2	Relational, Multi-model Relational DBMS Document store RDF store Spatial DBMS	112.99	-0.54	-14.52
8.	8.	7.	SQLite	Relational	94.77	-0.67	-20.67
9.	9.	9.	MariaDB	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	80.06	-1.16	-15.38
10.	10.	11.	Microsoft Azure SQL Database	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	74.56	-0.36	-1.95
11.	11.	12.	Apache Hive	Relational	70.84	-0.70	-4.90
12.	12.	10.	Microsoft Access	Relational	65.35	+0.44	-25.12
13.	13.	13.	Google BigQuery	Relational	53.08	+0.67	-11.11
14.	14.	16.	SAP HANA	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	32.71	+0.24	+0.18
15.	15.	15.	Teradata	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Time Series DBMS	31.97	+0.62	-1.33
16.	16.	14.	FileMaker	Relational	29.52	+0.97	-4.17
17.	17.	17.	SAP Adaptive Server	Relational, Multi-model Relational DBMS Spatial DBMS	25.32	+0.35	-2.33
18.	18.	19.	ClickHouse	Relational, Multi-model Relational DBMS Document Stores Spatial DBMS Time Series DBMS Vector DBMS	25.27	+0.97	+6.73
19.	19.	18.	Apache Spark (SQL)	Relational	22.58	+0.13	-1.22
20.	20.		Microsoft Fabric	Relational	18.59	+0.44
21.	21.	20.	Firebird	Relational	18.21	+0.50	+1.19
22.	22.	23.	Microsoft Azure Synapse Analytics	Relational	16.59	-0.02	+2.15
23.	23.	22.	Amazon Redshift	Relational	16.44	+0.92	+1.79
24.	24.	21.	Informix	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS	13.43	-0.04	-1.25
25.	26.	25.	Apache Flink	Relational	11.19	+0.59	-1.24
26.	25.	24.	Apache Impala	Relational, Multi-model Relational DBMS Document store	10.92	-0.08	-1.83
27.	27.	30.	DuckDB	Relational	10.41	+0.12	+3.26
28.	28.	28.	Amazon Aurora	Relational, Multi-model Relational DBMS Document store Spatial DBMS Vector DBMS	9.64	+0.03	+2.12
29.	31.	31.	H2	Relational, Multi-model Relational DBMS Spatial DBMS	8.40	+0.34	+1.51
30.	29.	26.	Vertica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	8.25	-0.50	-1.16
31.	30.	27.	dBASE	Relational	7.69	-0.50	+0.07
32.	32.	34.	Trino	Relational, Multi-model Relational DBMS Document store Key-value store Spatial DBMS Search engine Time Series DBMS Wide column store	7.24	+0.23	+1.97
33.	33.	32.	Netezza	Relational	6.53	-0.21	-0.22
34.	34.	33.	Presto	Relational	6.18	+0.07	+0.13
35.	35.	29.	Greenplum	Relational, Multi-model Relational DBMS Document store Spatial DBMS	5.76	-0.33	-1.40
36.	37.	36.	CockroachDB Detailed vendor-provided information available	Multi-model Multi-Model DBMS Relational DBMS CockroachDB supports relational, semi-structured JSON/document, vector/embedding, geospatial, and typed categorical/enumeration data, all exposed via SQL, on the same strongly consistent, globally distributed data platform.	4.62	+0.46	+0.27
37.	36.	35.	Oracle Essbase	Relational	4.53	-0.05	-0.58
38.	42.	38.	Apache Druid	Multi-model Relational DBMS Time Series DBMS	3.77	+0.28	+0.24
39.	41.	74.	Alibaba Cloud PolarDB	Relational	3.68	+0.17	+2.44
40.	39.	43.	Interbase	Relational	3.67	-0.21	+0.35
41.	38.	37.	TiDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Vector DBMS	3.64	-0.31	+0.01
42.	44.	47.	SAP SQL Anywhere	Relational	3.62	+0.17	+0.64
43.	43.	41.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	3.54	+0.06	+0.13
44.	40.	39.	OpenEdge	Relational	3.42	-0.13	-0.09
45.	46.	42.	Ingres	Relational	3.13	+0.03	-0.25
46.	45.	46.	Microsoft Azure Data Explorer	Relational, Multi-model Relational DBMS Document store Event Store Graph DBMS Spatial DBMS Search engine Time Series DBMS	3.12	-0.03	+0.10
47.	47.	45.	Apache Derby	Relational	3.03	-0.01	-0.07
48.	48.	40.	SingleStore	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS Vector DBMS	2.98	+0.09	-0.47
49.	49.	49.	Google Cloud Spanner	Relational	2.81	-0.01	+0.10
50.	50.	44.	Apache Ignite	Multi-model Key-value store Relational DBMS	2.76	-0.01	-0.37
51.	51.	48.	HyperSQL	Relational	2.56	-0.07	-0.15
52.	52.	50.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.52	-0.08	-0.13
53.	53.	51.	OceanBase	Multi-model Relational DBMS Vector DBMS Document store Wide column store	2.39	-0.04	-0.13
54.	54.	53.	SAP IQ	Relational	2.28	0.00	-0.05
55.	57.	52.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.27	+0.20	-0.07
56.	55.	57.	Citus	Relational, Multi-model Relational DBMS Document store	2.12	-0.03	+0.22
57.	58.	59.	Apache Phoenix	Relational	2.04	-0.02	+0.21
58.	56.	54.	YugabyteDB	Relational, Multi-model Relational DBMS Document store Wide column store	2.04	-0.04	+0.01
59.	59.	68.	GBase	Relational	2.04	-0.02	+0.64
60.	60.	55.	4D	Relational	2.03	+0.05	+0.11
61.	61.	56.	Percona Server for MySQL	Relational	1.86	+0.00	-0.05
62.	62.	58.	MaxDB	Relational	1.79	-0.02	-0.11
63.	65.	60.	Apache Drill	Multi-model Document store Relational DBMS	1.72	-0.01	-0.06
64.	67.	62.	EDB Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.67	+0.05	+0.07
65.	66.	80.	PlanetScale	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.64	-0.02	+0.56
66.	64.	71.	StarRocks	Relational	1.61	-0.13	+0.30
67.	68.	67.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.60	+0.02	+0.16
68.	71.	61.	MonetDB	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.56	+0.02	-0.04
69.	69.	65.	Datomic	Relational	1.54	-0.02	+0.09
70.	70.	84.	Vitess	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.54	-0.01	+0.51
71.	63.	64.	EXASOL	Relational	1.52	-0.28	+0.02
72.	72.	70.	GridGain	Multi-model Columnar Key-value store Object oriented DBMS Relational DBMS	1.34	-0.05	+0.02
73.	73.	73.	TDSQL for MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.30	+0.02	+0.05
74.	77.	63.	HFSQL	Relational	1.27	+0.07	-0.30
75.	74.	69.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.27	-0.01	-0.07
76.	75.	72.	Empress	Relational	1.25	+0.01	-0.03
77.	76.	75.	VoltDB	Relational	1.21	+0.00	-0.01
78.	80.	85.	Apache Kylin	Relational	1.18	+0.03	+0.15
79.	78.	77.	HEAVY.AI	Relational, Multi-model Relational DBMS Spatial DBMS	1.13	-0.05	-0.05
80.	81.	78.	IBM Db2 warehouse	Relational	1.12	0.00	-0.05
81.	89.	89.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	1.07	+0.18	+0.16
82.	82.	66.	Tibero	Relational	1.07	+0.00	-0.39
83.	79.	86.	openGauss	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.05	-0.12	+0.09
84.	83.	79.	TimesTen	Relational	1.05	-0.02	-0.08
85.	84.	76.	SQLBase	Relational	1.04	0.00	-0.15
86.	88.	81.	Alibaba Cloud MaxCompute	Relational	0.99	+0.08	-0.08
87.	85.	105.	Dolt	Relational, Multi-model Relational DBMS Document store	0.99	-0.02	+0.38
88.	86.	88.	NonStop SQL	Relational	0.96	-0.01	+0.02
89.	91.	91.	DataEase	Relational	0.88	+0.01	+0.01
90.	87.	82.	mSQL	Relational	0.87	-0.05	-0.20
91.	90.	90.	Apache HAWQ	Relational	0.86	-0.02	-0.06
92.	92.	87.	Oracle Rdb	Relational	0.83	-0.02	-0.14
93.	93.	83.	Cubrid	Relational	0.81	-0.03	-0.23
94.	94.	93.	Alibaba Cloud AnalyticDB for MySQL	Relational, Multi-model Relational DBMS Document store	0.80	+0.02	-0.05
95.	96.	92.	Altibase	Relational	0.74	0.00	-0.13
96.	95.	100.	RisingWave	Relational	0.73	-0.04	+0.02
97.	98.	94.	NuoDB	Relational	0.73	+0.00	-0.09
98.	100.	97.	Yellowbrick	Relational	0.71	+0.02	-0.04
99.	99.	95.	Infobright	Relational	0.70	-0.01	-0.11
100.	101.	98.	MatrixOne	Relational	0.63	-0.02	-0.11
101.	102.	102.	Actian Vector	Relational	0.62	+0.01	-0.06
102.	103.	99.	Alibaba Cloud AnalyticDB for PostgreSQL	Relational	0.61	+0.01	-0.13
103.	104.	101.	Datacom/DB	Relational	0.60	+0.00	-0.08
104.	105.	104.	TypeDB	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.59	0.00	-0.02
105.	109.	120.	Kinetica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	0.58	+0.03	+0.17
106.	108.	109.	R:BASE	Relational	0.57	0.00	-0.01
107.	107.	103.	SQream DB	Relational	0.56	-0.01	-0.06
108.	97.	96.	Firebolt	Relational	0.56	-0.18	-0.24
109.	106.	114.	Apache Pinot	Relational	0.56	-0.02	+0.07
110.	111.	112.	Splice Machine	Relational	0.54	+0.00	0.00
111.	113.	106.	DBISAM	Relational	0.54	+0.01	-0.07
112.	112.	107.	1010data	Relational	0.53	+0.00	-0.05
113.	110.	108.	solidDB	Relational	0.53	-0.01	-0.04
114.	116.	115.	NexusDB	Relational	0.44	+0.00	-0.04
115.	114.	111.	FrontBase	Relational	0.44	-0.02	-0.11
116.	115.	123.	Kyligence Enterprise	Relational	0.44	-0.03	+0.10
117.	118.	119.	ScaleArc	Relational	0.42	+0.00	+0.01
118.	122.	116.	SQL.JS	Relational	0.42	+0.08	-0.04
119.	119.	113.	YDB	Multi-model Document store Relational DBMS	0.42	+0.00	-0.10
120.	117.	118.	Kingbase	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.40	-0.03	-0.04
121.	120.	110.	Apache Doris	Relational	0.36	-0.03	-0.20
122.	121.	124.	Comdb2	Relational	0.35	+0.00	+0.01
123.	123.	117.	VistaDB	Relational	0.33	-0.01	-0.12
124.	124.	121.	AlaSQL	Multi-model Document store Relational DBMS	0.32	0.00	-0.07
125.	125.	149.	Actian PSQL	Relational	0.32	+0.01	+0.19
126.	129.	127.	Databend	Relational	0.31	+0.05	+0.01
127.	127.	136.	Mimer SQL	Relational	0.30	+0.01	+0.10
128.	126.	122.	Sequoiadb	Multi-model Document store Relational DBMS	0.28	-0.02	-0.09
129.	128.	126.	Postgres-XL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.27	+0.00	-0.03
130.	131.	125.	FeatureBase	Relational	0.26	+0.02	-0.05
131.	130.	128.	Brytlyt	Relational	0.25	+0.00	-0.03
132.	134.	130.	Fujitsu Enterprise Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.23	+0.02	-0.04
133.	132.	139.	PieCloudDB	Relational	0.22	0.00	+0.03
134.	133.	129.	LeanXcale	Multi-model Key-value store Relational DBMS	0.22	0.00	-0.06
135.	135.	138.	PipelineDB	Relational	0.19	-0.01	0.00
136.	136.	142.	TransLattice	Relational	0.18	+0.00	+0.00
137.	140.	133.	MyScale	Multi-model Relational DBMS Vector DBMS	0.17	0.00	-0.06
138.	139.	131.	Raima Database Manager	Multi-model Relational DBMS Time Series DBMS	0.16	0.00	-0.09
139.	138.	134.	Faircom DB	Multi-model Key-value store Relational DBMS	0.15	-0.02	-0.08
140.	142.	146.	BigObject	Relational	0.15	+0.00	+0.01
141.	143.	145.	XtremeData	Relational	0.15	+0.00	+0.00
142.	141.	143.	Tibco ComputeDB	Relational	0.15	-0.01	-0.01
143.	144.	147.	EsgynDB	Relational	0.14	+0.00	+0.00
144.	145.	148.	ElevateDB	Relational	0.14	+0.00	+0.00
145.	146.	135.	Tajo	Relational	0.13	0.00	-0.08
146.	137.	132.	Valentina Server	Relational	0.13	-0.04	-0.12
147.	147.	137.	Quasardb	Relational, Multi-model Relational DBMS Time Series DBMS	0.12	+0.00	-0.08
148.	148.	140.	chDB	Relational, Multi-model Relational DBMS Time Series DBMS	0.12	+0.01	-0.07
149.	149.	157.	Linter	Relational, Multi-model Relational DBMS Spatial DBMS	0.11	+0.00	+0.11
150.	151.	141.	Lovefield	Relational	0.10	+0.00	-0.08
151.	150.	144.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.10	-0.01	-0.06
152.	152.	153.	Sadas Engine	Relational	0.03	+0.00	+0.01
153.	153.	152.	JethroData	Relational	0.03	+0.00	-0.01
154.	155.	154.	SmallSQL	Relational	0.02	+0.00	0.00
155.	154.	156.	Faircom EDGE	Multi-model Key-value store Relational DBMS	0.02	-0.01	+0.01
156.	156.	155.	OushuDB	Relational	0.00	+0.00	-0.01
157.	157.	157.	ActorDB	Relational	0.00	±0.00	±0.00
157.	157.	151.	AntDB	Relational	0.00	±0.00	-0.06
157.	157.	157.	CovenantSQL	Relational	0.00	±0.00	±0.00
157.	157.	157.	DaggerDB	Relational	0.00	±0.00	±0.00
157.	157.	157.	Edge Intelligence	Relational	0.00	±0.00	±0.00
157.	157.	157.	EdgelessDB	Relational	0.00	±0.00	±0.00
157.	157.	157.	K-DB	Relational	0.00	±0.00	±0.00
157.	157.	157.	OpenTenBase	Relational	0.00	±0.00	±0.00
157.	157.		SpacetimeDB	Relational	0.00	±0.00
157.	157.	150.	Transbase	Relational	0.00	±0.00	-0.09
157.	157.	157.	Transwarp ArgoDB	Relational, Multi-model Relational DBMS Search engine	0.00	±0.00	±0.00
157.	157.	157.	Transwarp KunDB	Relational	0.00	±0.00	±0.00
157.	157.		VillageSQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.00	±0.00

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