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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				170 systems in ranking, September 2026
Rank			DBMS	Database Model	Score
Sep 2026	Aug 2026	Sep 2025			Sep 2026	Aug 2026	Sep 2025
1.	1.	1.	Oracle	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1122.27	-1.17	-48.36
2.	2.	2.	MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	844.82	+2.50	-46.95
3.	3.	3.	Microsoft SQL Server	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	698.69	+4.13	-18.63
4.	4.	4.	PostgreSQL	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	683.26	-1.32	+26.08
5.	5.	5.	Snowflake	Relational	211.61	-4.28	+21.42
6.	6.	7.	Databricks	Multi-model Document store Relational DBMS	168.34	+2.53	+44.27
7.	7.	6.	IBM Db2	Relational, Multi-model Relational DBMS Document store RDF store Spatial DBMS	110.57	-1.50	-13.61
8.	8.	8.	SQLite	Relational	97.05	+1.11	-10.83
9.	9.	9.	MariaDB	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	74.42	-4.65	-17.04
10.	11.	11.	Microsoft Azure SQL Database	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	70.84	+0.08	-8.34
11.	10.	12.	Apache Hive	Relational	70.11	-0.97	-5.98
12.	12.	10.	Microsoft Access	Relational	63.06	-1.24	-20.55
13.	13.	13.	Google BigQuery	Relational	52.58	-0.12	-13.42
14.	14.	16.	SAP HANA	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS	33.18	+1.64	+0.11
15.	15.	15.	Teradata	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Time Series DBMS	31.18	-0.04	-3.23
16.	16.	14.	FileMaker	Relational	30.16	+0.77	-4.29
17.	17.	17.	SAP Adaptive Server	Relational, Multi-model Relational DBMS Spatial DBMS	26.06	+0.96	-1.69
18.	18.	19.	ClickHouse	Relational, Multi-model Relational DBMS Document Stores Spatial DBMS Time Series DBMS Vector DBMS	25.83	+0.88	+5.69
19.	19.	18.	Apache Spark (SQL)	Relational	23.32	+0.85	-2.04
20.	20.		Microsoft Fabric	Relational	19.41	+0.68
21.	21.	20.	Firebird	Relational	17.43	-0.27	+0.89
22.	23.	22.	Amazon Redshift	Relational	16.46	-0.31	+1.32
23.	22.	24.	Microsoft Azure Synapse Analytics	Relational	16.18	-1.00	+2.26
24.	24.	21.	Informix	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS	12.88	-0.59	-2.64
25.	25.	25.	Apache Flink	Relational	11.51	-0.30	-1.52
26.	26.	23.	Apache Impala	Relational, Multi-model Relational DBMS Document store	11.10	+0.29	-2.97
27.	27.	27.	DuckDB	Relational	10.60	+0.30	+1.91
28.	29.	30.	H2	Relational, Multi-model Relational DBMS Spatial DBMS	9.65	+0.49	+2.38
29.	28.	28.	Amazon Aurora	Relational, Multi-model Relational DBMS Document store Spatial DBMS Vector DBMS	9.57	-0.23	+1.22
30.	32.	33.	Trino	Relational, Multi-model Relational DBMS Document store Key-value store Spatial DBMS Search engine Time Series DBMS Wide column store	7.78	+0.44	+1.20
31.	30.	26.	Vertica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	7.74	-0.48	-1.74
32.	31.	32.	dBASE	Relational	6.77	-0.77	-0.20
33.	33.	34.	Presto	Relational	6.18	+0.09	-0.30
34.	34.	31.	Netezza	Relational	5.95	+0.04	-1.14
35.	35.	29.	Greenplum	Relational, Multi-model Relational DBMS Document store Spatial DBMS	5.58	-0.28	-1.89
36.	38.	40.	Apache Druid	Multi-model Relational DBMS Time Series DBMS	4.36	+0.30	+0.59
37.	37.	35.	Oracle Essbase	Relational	4.35	-0.09	-0.93
38.	36.	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.	4.23	-0.37	-0.81
39.	42.	42.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	3.57	+0.08	-0.05
40.	41.	68.	Alibaba Cloud PolarDB	Relational	3.40	-0.20	+1.87
41.	39.	41.	Interbase	Relational	3.39	-0.36	-0.30
42.	40.	44.	TiDB Detailed vendor-provided information available	Relational, Multi-model Relational DBMS Vector DBMS	3.30	-0.36	-0.12
43.	43.	39.	OpenEdge	Relational	3.17	-0.21	-0.64
44.	46.	43.	Microsoft Azure Data Explorer	Relational, Multi-model Relational DBMS Document store Event Store Graph DBMS Spatial DBMS Search engine Time Series DBMS	3.09	+0.02	-0.36
45.	45.	37.	Ingres	Relational	3.08	-0.03	-0.84
46.	48.	38.	SingleStore	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS Vector DBMS	3.05	+0.06	-0.86
47.	47.	45.	Apache Derby	Relational	3.00	+0.00	-0.28
48.	49.	48.	Google Cloud Spanner	Relational	2.97	+0.09	-0.12
49.	44.	46.	SAP SQL Anywhere	Relational	2.95	-0.40	-0.31
50.	50.	47.	Apache Ignite	Multi-model Key-value store Relational DBMS	2.75	+0.02	-0.35
51.	51.	50.	HyperSQL	Relational	2.59	+0.11	-0.24
52.	52.	52.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.36	-0.07	-0.17
53.	54.	51.	SAP IQ	Relational	2.23	-0.02	-0.40
54.	55.	56.	YugabyteDB	Relational, Multi-model Relational DBMS Document store Wide column store	2.16	+0.07	+0.03
55.	53.	49.	OceanBase	Multi-model Relational DBMS Vector DBMS Document store Wide column store	2.15	-0.11	-0.89
56.	58.	53.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.05	+0.04	-0.22
57.	56.	54.	Citus	Relational, Multi-model Relational DBMS Document store	2.05	-0.02	-0.16
58.	57.	55.	Apache Phoenix	Relational	2.03	0.00	-0.15
59.	60.	58.	4D	Relational	1.97	-0.04	-0.10
60.	59.	64.	GBase	Relational	1.95	-0.06	+0.37
61.	61.	57.	Percona Server for MySQL	Relational	1.87	+0.01	-0.24
62.	63.	60.	MaxDB	Relational	1.85	+0.07	-0.01
63.	64.	59.	Apache Drill	Multi-model Document store Relational DBMS	1.70	+0.00	-0.16
64.	65.	61.	EDB Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.65	+0.02	-0.15
65.	62.	69.	PlanetScale	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.63	-0.22	+0.13
66.	67.	65.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.57	-0.01	0.00
67.	66.	73.	StarRocks	Relational	1.56	-0.07	+0.23
68.	68.	67.	MonetDB	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.54	-0.01	-0.02
69.	70.	66.	EXASOL	Relational	1.50	+0.01	-0.06
70.	69.	63.	Datomic	Relational	1.50	-0.01	-0.08
71.	71.	79.	Vitess	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.49	+0.01	+0.23
72.	73.	62.	HFSQL	Relational	1.40	+0.06	-0.19
73.	74.	72.	TDSQL for MySQL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.37	+0.06	+0.04
74.	72.	70.	GridGain	Multi-model Columnar Key-value store Object oriented DBMS Relational DBMS	1.32	-0.02	-0.07
75.	75.	71.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.24	-0.03	-0.13
76.	76.	76.	Empress	Relational	1.23	-0.04	-0.06
77.	78.	81.	Apache Kylin	Relational	1.21	+0.02	0.00
78.	79.	75.	VoltDB	Relational	1.19	+0.00	-0.10
79.	80.	77.	IBM Db2 warehouse	Relational	1.19	+0.07	-0.10
80.	82.	82.	HEAVY.AI	Relational, Multi-model Relational DBMS Spatial DBMS	1.12	+0.02	-0.04
81.	84.	85.	Alibaba Cloud MaxCompute	Relational	1.10	+0.06	+0.09
82.	77.	90.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	1.10	-0.14	+0.13
83.	83.	80.	Tibero	Relational	1.07	+0.01	-0.16
84.	81.	74.	openGauss	Relational, Multi-model Relational DBMS Document store Spatial DBMS	1.05	-0.06	-0.28
85.	85.	83.	TimesTen	Relational	1.04	+0.00	-0.09
86.	87.	103.	Dolt	Relational, Multi-model Relational DBMS Document store	1.00	0.00	+0.37
87.	86.	78.	SQLBase	Relational	0.98	-0.04	-0.31
88.	88.	86.	NonStop SQL	Relational	0.94	+0.01	-0.07
89.	89.	91.	DataEase	Relational	0.88	-0.01	-0.02
90.	90.	87.	Apache HAWQ	Relational	0.84	0.00	-0.15
91.	91.	88.	Oracle Rdb	Relational	0.83	+0.00	-0.15
92.	92.	93.	Alibaba Cloud AnalyticDB for MySQL	Relational, Multi-model Relational DBMS Document store	0.81	+0.01	-0.02
93.	94.	89.	Cubrid	Relational	0.76	-0.02	-0.21
94.	93.	101.	RisingWave	Relational	0.76	-0.04	+0.12
95.	96.	92.	Altibase	Relational	0.75	+0.01	-0.15
96.	97.	94.	NuoDB	Relational	0.72	+0.00	-0.05
97.	98.	97.	Yellowbrick	Relational	0.71	+0.02	-0.01
98.	99.	95.	Infobright	Relational	0.68	0.00	-0.08
99.	100.	96.	MatrixOne	Relational	0.67	+0.02	-0.09
100.	95.	84.	mSQL	Relational	0.67	-0.08	-0.38
101.	106.	102.	TypeDB	Multi-model Graph DBMS Object oriented DBMS Relational DBMS	0.64	+0.07	+0.00
102.	103.	115.	Kinetica	Relational, Multi-model Relational DBMS Spatial DBMS Time Series DBMS	0.62	+0.04	+0.19
103.	102.	98.	Alibaba Cloud AnalyticDB for PostgreSQL	Relational	0.60	+0.01	-0.10
104.	104.	99.	Datacom/DB	Relational	0.57	-0.02	-0.11
105.	107.	111.	R:BASE	Relational	0.56	0.00	0.00
106.	108.	107.	SQream DB	Relational	0.56	+0.01	-0.03
107.	105.	100.	Actian Vector	Relational	0.56	-0.01	-0.09
108.	101.	105.	Firebolt	Relational	0.55	-0.09	-0.07
109.	110.	104.	Apache Pinot	Relational	0.55	+0.01	-0.08
110.	109.	112.	Splice Machine	Relational	0.54	0.00	+0.00
111.	111.	108.	1010data	Relational	0.53	+0.00	-0.06
112.	112.	106.	solidDB	Relational	0.51	0.00	-0.09
113.	113.	109.	DBISAM	Relational	0.51	0.00	-0.08
114.	115.	110.	FrontBase	Relational	0.48	+0.02	-0.09
115.	116.	114.	NexusDB	Relational	0.46	+0.02	-0.02
116.	118.	123.	Kyligence Enterprise	Relational	0.45	+0.02	+0.09
117.	117.	117.	Kingbase	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.44	+0.00	+0.01
118.	119.	116.	YDB	Multi-model Document store Relational DBMS	0.42	0.00	-0.02
119.	120.	121.	ScaleArc	Relational	0.39	0.00	-0.01
120.	114.	113.	Apache Doris	Relational	0.39	-0.09	-0.10
121.	121.	120.	SQL.JS	Relational	0.36	-0.03	-0.05
122.	122.	124.	Comdb2	Relational	0.35	0.00	+0.01
123.	123.	118.	VistaDB	Relational	0.32	0.00	-0.10
124.	124.	119.	AlaSQL	Multi-model Document store Relational DBMS	0.32	0.00	-0.10
125.	125.	133.	Actian PSQL	Relational	0.32	0.00	+0.09
126.	126.	138.	Mimer SQL	Relational	0.31	+0.01	+0.11
127.	127.	122.	Sequoiadb	Multi-model Document store Relational DBMS	0.28	-0.01	-0.08
128.	128.	126.	Postgres-XL	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.27	0.00	-0.03
129.	129.	127.	Databend	Relational	0.26	0.00	-0.03
130.	131.	135.	FeatureBase	Relational	0.26	+0.01	+0.04
131.	130.	130.	Brytlyt	Relational	0.25	0.00	0.00
132.	133.	129.	PieCloudDB	Relational	0.22	0.00	-0.06
133.	132.	128.	Fujitsu Enterprise Postgres	Relational, Multi-model Relational DBMS Document store Spatial DBMS	0.22	-0.01	-0.07
134.	134.	134.	LeanXcale	Multi-model Key-value store Relational DBMS	0.21	0.00	-0.01
135.	135.	140.	PipelineDB	Relational	0.20	+0.01	+0.02
136.	137.	141.	TransLattice	Relational	0.18	0.00	+0.00
137.	136.	131.	MyScale	Multi-model Relational DBMS Vector DBMS	0.17	-0.02	-0.07
138.	147.	148.	chDB	Relational, Multi-model Relational DBMS Time Series DBMS	0.16	+0.04	+0.04
139.	138.	132.	Raima Database Manager	Multi-model Relational DBMS Time Series DBMS	0.15	-0.01	-0.08
140.	139.	143.	BigObject	Relational	0.15	0.00	+0.00
141.	140.	144.	XtremeData	Relational	0.15	0.00	+0.00
142.	142.	145.	EsgynDB	Relational	0.14	0.00	+0.00
143.	143.	147.	ElevateDB	Relational	0.14	0.00	+0.00
144.	141.	136.	Faircom DB	Multi-model Key-value store Relational DBMS	0.13	-0.01	-0.09
145.	144.	139.	Tibco ComputeDB	Relational	0.13	-0.01	-0.07
146.	150.	146.	AgensGraph	Multi-model Graph DBMS Relational DBMS	0.13	+0.03	-0.01
147.	146.	142.	Quasardb	Relational, Multi-model Relational DBMS Time Series DBMS	0.12	0.00	-0.04
148.	145.	137.	Tajo	Relational	0.12	0.00	-0.09
149.	149.	149.	Lovefield	Relational	0.12	+0.01	+0.00
150.	148.	156.	Linter	Relational, Multi-model Relational DBMS Spatial DBMS	0.11	0.00	+0.11
151.	151.	125.	Valentina Server	Relational	0.07	+0.01	-0.26
152.	152.	153.	Sadas Engine	Relational	0.03	+0.00	+0.02
153.	153.	150.	JethroData	Relational	0.03	0.00	+0.00
154.	155.	151.	SmallSQL	Relational	0.02	+0.00	0.00
155.	154.	154.	Faircom EDGE	Multi-model Key-value store Relational DBMS	0.02	0.00	+0.01
156.	156.	155.	OushuDB	Relational	0.00	+0.00	+0.00
157.	157.	156.	ActorDB	Relational	0.00	±0.00	±0.00
157.	157.	152.	AntDB	Relational	0.00	±0.00	-0.02
157.	157.	156.	CovenantSQL	Relational	0.00	±0.00	±0.00
157.	157.	156.	DaggerDB	Relational	0.00	±0.00	±0.00
157.	157.	156.	Edge Intelligence	Relational	0.00	±0.00	±0.00
157.	157.	156.	EdgelessDB	Relational	0.00	±0.00	±0.00
157.			Huawei Cloud TaurusDB	Relational, Multi-model Relational DBMS Spatial DBMS Vector DBMS	0.00
157.	157.	156.	K-DB	Relational	0.00	±0.00	±0.00
157.	157.	156.	OpenTenBase	Relational	0.00	±0.00	±0.00
157.	157.		SpacetimeDB	Relational	0.00	±0.00
157.	157.	156.	Transbase	Relational	0.00	±0.00	±0.00
157.	157.	156.	Transwarp ArgoDB	Relational, Multi-model Relational DBMS Search engine	0.00	±0.00	±0.00
157.	157.	156.	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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