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Ranking > Relational DBMS

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 models166 systems in ranking, March 2026
RankDBMSDatabase ModelScore
Mar
2026		Feb
2026		Mar
2025		Mar
2026		Feb
2026		Mar
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1182.46-21.05-70.62
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		858.34-9.88-129.79
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		711.47+3.33-76.67
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		680.08+8.05+16.66
5.5.5.SnowflakeRelational211.24+3.10+49.46
6.6.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		145.81+1.29+49.80
7.7.down arrow 6.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		111.38+0.16-15.19
8.8.down arrow 7.SQLiteRelational95.97-3.22-17.11
9.9.up arrow 10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.00+0.91-7.23
10.10.up arrow 11.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.92+0.26+0.01
11.11.up arrow 12.Apache HiveRelational72.95-0.05+2.87
12.12.down arrow 8.Microsoft AccessRelational67.56-1.90-29.15
13.13.13.Google BigQueryRelational55.82-3.76-2.14
14.up arrow 15.up arrow 15.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.09+0.34-2.18
15.down arrow 14.up arrow 16.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.08-1.36-2.96
16.16.down arrow 14.FileMakerRelational29.31-0.88-9.74
17.17.17.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		25.53-0.65-3.47
18.up arrow 19.18.Apache Spark (SQL)Relational22.07+0.17+2.31
19.down arrow 18.19.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.01-0.35+3.40
20.20.20.FirebirdRelational17.44+0.31+0.61
21.21.up arrow 23.Microsoft Azure Synapse AnalyticsRelational15.98+0.16+1.79
22.up arrow 29.Microsoft FabricRelational15.12+6.73
23.down arrow 22.down arrow 22.Amazon RedshiftRelational14.25-0.53-0.32
24.24.down arrow 21.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.78+0.32-1.71
25.down arrow 23.down arrow 24.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		12.67-0.94+1.08
26.down arrow 25.down arrow 25.Apache FlinkRelational10.25-1.37-1.07
27.down arrow 26.up arrow 31.DuckDBRelational9.41-0.57+2.70
28.down arrow 27.28.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.16-0.13+1.17
29.down arrow 28.down arrow 26.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		8.39-0.32-1.75
30.up arrow 31.30.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		7.56+0.13+0.62
31.down arrow 30.down arrow 27.dBASERelational7.51-0.35-0.76
32.32.up arrow 35.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		6.84-0.18+1.72
33.up arrow 34.down arrow 32.NetezzaRelational6.28-0.20-0.17
34.down arrow 33.down arrow 29.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.26-0.44-1.57
35.35.down arrow 33.PrestoRelational5.79-0.06-0.33
36.36.down arrow 34.Oracle EssbaseRelational4.54-0.16-0.95
37.37.37.CockroachDB detailed informationDetailed vendor-provided information availableMulti-model infoMulti-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.		3.81-0.39-0.59
38.38.up arrow 49.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.50-0.07+0.71
39.up arrow 41.39.OpenEdgeRelational3.47-0.01-0.01
40.40.40.InterbaseRelational3.41-0.09-0.03
41.up arrow 43.down arrow 38.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.35+0.02-0.39
42.up arrow 46.up arrow 74.Alibaba Cloud PolarDBRelational3.30+0.34+2.12
43.down arrow 39.up arrow 45.SAP SQL AnywhereRelational3.26-0.28+0.13
44.down arrow 42.down arrow 43.IngresRelational3.14-0.34-0.18
45.45.down arrow 41.Apache DerbyRelational3.12-0.04-0.30
46.down arrow 44.up arrow 48.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.11-0.11+0.17
47.up arrow 48.down arrow 42.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.02+0.12-0.32
48.down arrow 47.up arrow 50.Google Cloud SpannerRelational2.86-0.06+0.15
49.49.down arrow 47.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.85+0.01-0.14
50.up arrow 52.down arrow 36.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.76+0.06-1.76
51.down arrow 50.down arrow 44.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.74-0.11-0.46
52.up arrow 53.down arrow 46.HyperSQLRelational2.61-0.04-0.42
53.down arrow 51.down arrow 52.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.35-0.48+0.02
54.54.down arrow 51.SAP IQRelational2.33-0.040.00
55.55.up arrow 57.CitusRelational, Multi-model infoRelational DBMS
Document store		2.23-0.02+0.29
56.56.up arrow 59.Apache PhoenixRelational2.11-0.06+0.27
57.57.up arrow 58.4DRelational2.05-0.04+0.18
58.58.down arrow 53.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.04-0.03-0.25
59.59.down arrow 54.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		1.98-0.08-0.24
60.up arrow 61.up arrow 67.GBaseRelational1.95+0.11+0.55
61.down arrow 60.down arrow 56.Percona Server for MySQLRelational1.95-0.02+0.01
62.62.down arrow 55.MaxDBRelational1.80-0.04-0.15
63.63.down arrow 60.Apache DrillMulti-model infoDocument store
Relational DBMS		1.77-0.06-0.05
64.64.down arrow 61.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.70-0.04+0.04
65.up arrow 67.65.DatomicRelational1.61+0.04+0.13
66.up arrow 68.down arrow 64.EXASOLRelational1.56+0.00+0.06
67.down arrow 66.up arrow 80.StarRocksRelational1.53-0.10+0.52
68.up arrow 70.up arrow 87.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51+0.05+0.58
69.down arrow 65.up arrow 82.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51-0.22+0.52
70.down arrow 69.down arrow 62.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.48+0.01-0.13
71.71.down arrow 63.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.46+0.05-0.05
72.up arrow 73.down arrow 70.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.32-0.02+0.00
73.up arrow 74.down arrow 68.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.32+0.00-0.08
74.up arrow 77.down arrow 72.VoltDBRelational1.250.00+0.02
75.up arrow 76.down arrow 66.EmpressRelational1.24-0.02-0.21
76.down arrow 75.76.HFSQLRelational1.23-0.09+0.07
77.up arrow 80.down arrow 73.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.19+0.030.00
78.down arrow 72.down arrow 69.TiberoRelational1.17-0.20-0.16
79.down arrow 78.down arrow 75.IBM Db2 warehouseRelational1.17-0.050.00
80.down arrow 79.down arrow 78.Apache KylinRelational1.15-0.01+0.10
81.81.up arrow 84.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.12-0.04+0.14
82.up arrow 84.down arrow 77.TimesTenRelational1.090.00-0.06
83.83.83.SQLBaseRelational1.08-0.02+0.10
84.down arrow 82.up arrow 89.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.07-0.04+0.14
85.85.up arrow 91.NonStop SQLRelational1.05+0.02+0.14
86.86.up arrow 92.Alibaba Cloud MaxComputeRelational0.95-0.05+0.05
87.up arrow 88.down arrow 86.Oracle RdbRelational0.95+0.01-0.01
88.up arrow 91.up arrow 90.DataEaseRelational0.93+0.01+0.01
89.up arrow 90.down arrow 85.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.910.00-0.05
90.down arrow 87.down arrow 88.Apache HAWQRelational0.91-0.04-0.02
91.down arrow 89.down arrow 71.mSQLRelational0.89-0.05-0.38
92.up arrow 93.up arrow 100.DoltRelational, Multi-model infoRelational DBMS
Document store		0.88+0.02+0.22
93.up arrow 94.93.CubridRelational0.87+0.01-0.03
94.down arrow 92.down arrow 79.FireboltRelational0.82-0.04-0.20
95.up arrow 97.down arrow 94.AltibaseRelational0.80+0.02-0.03
96.down arrow 95.up arrow 97.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.79-0.03+0.03
97.down arrow 96.down arrow 96.NuoDBRelational0.790.00-0.01
98.98.down arrow 95.InfobrightRelational0.72-0.03-0.09
99.up arrow 100.down arrow 98.YellowbrickRelational0.71-0.01-0.01
100.down arrow 99.down arrow 81.MatrixOneRelational0.70-0.02-0.29
101.up arrow 105.up arrow 103.RisingWaveRelational0.65+0.03+0.00
102.down arrow 101.down arrow 99.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.63-0.02-0.04
103.down arrow 102.up arrow 120.Apache PinotRelational0.62-0.02+0.23
104.104.down arrow 102.Datacom/DBRelational0.62-0.01-0.03
105.down arrow 103.down arrow 101.Actian VectorRelational0.62-0.02-0.04
106.up arrow 107.down arrow 105.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.62+0.02-0.02
107.down arrow 106.up arrow 109.DBISAMRelational0.59-0.02+0.03
108.up arrow 109.108.R:BASERelational0.57+0.00-0.01
109.down arrow 108.up arrow 110.1010dataRelational0.56-0.02+0.01
110.up arrow 112.down arrow 104.SQream DBRelational0.55-0.01-0.09
111.111.down arrow 106.FrontBaseRelational0.54-0.02-0.06
112.up arrow 113.down arrow 111.Splice MachineRelational0.53+0.00-0.01
113.down arrow 110.down arrow 107.solidDBRelational0.53-0.03-0.06
114.up arrow 115.up arrow 117.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.49-0.01+0.03
115.up arrow 117.down arrow 113.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.46-0.02-0.05
116.116.down arrow 115.NexusDBRelational0.46-0.020.00
117.up arrow 124.up arrow 119.AlaSQLMulti-model infoDocument store
Relational DBMS		0.44+0.10+0.04
118.up arrow 120.down arrow 114.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.07
119.down arrow 114.up arrow 121.ScaleArcRelational0.41-0.10+0.02
120.down arrow 118.up arrow 124.Kyligence EnterpriseRelational0.40-0.03+0.06
121.down arrow 119.down arrow 116.Apache DorisRelational0.39-0.03-0.07
122.down arrow 121.down arrow 118.VistaDBRelational0.38-0.02-0.05
123.down arrow 122.down arrow 112.SQL.JSRelational0.35-0.03-0.18
124.down arrow 123.up arrow 125.Comdb2Relational0.35+0.00+0.01
125.125.down arrow 123.SequoiadbMulti-model infoDocument store
Relational DBMS		0.30-0.02-0.06
126.up arrow 127.down arrow 122.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.30+0.01-0.09
127.up arrow 136.127.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.29+0.08+0.01
128.up arrow 132.up arrow 130.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.29+0.04+0.02
129.129.down arrow 126.Actian PSQLRelational0.29+0.01-0.01
130.down arrow 126.up arrow 132.DatabendRelational0.28-0.02+0.02
131.up arrow 133.up arrow 140.PipelineDBRelational0.27+0.02+0.09
132.down arrow 130.up arrow 135.Mimer SQLRelational0.26-0.01+0.06
133.down arrow 128.up arrow 144.Valentina ServerRelational0.25-0.03+0.09
134.down arrow 131.down arrow 133.BrytlytRelational0.25+0.000.00
135.down arrow 134.up arrow 137.PieCloudDBRelational0.230.00+0.04
136.down arrow 135.down arrow 131.FeatureBaseRelational0.210.00-0.05
137.137.down arrow 129.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.21-0.01-0.06
138.138.down arrow 136.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.18-0.02-0.02
139.139.down arrow 134.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.18-0.01-0.07
140.140.up arrow 143.TransLatticeRelational0.18+0.000.00
141.141.up arrow 142.Tibco ComputeDBRelational0.17-0.01-0.01
142.up arrow 150.down arrow 141.LovefieldRelational0.15+0.08-0.03
143.down arrow 142.up arrow 146.BigObjectRelational0.15+0.00+0.01
144.144.up arrow 145.XtremeDataRelational0.15+0.000.00
145.down arrow 143.down arrow 128.TajoRelational0.140.00-0.13
146.down arrow 145.down arrow 139.EsgynDBRelational0.14+0.00-0.04
147.down arrow 146.down arrow 146.ElevateDBRelational0.14+0.000.00
148.down arrow 147.down arrow 138.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.11-0.01-0.08
149.down arrow 148.up arrow 157.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.11+0.00+0.11
150.down arrow 149.down arrow 148.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.09+0.01-0.02
151.up arrow 156.down arrow 150.TransbaseRelational0.07+0.07+0.03
152.152.up arrow 157.Sadas EngineRelational0.03-0.01+0.03
153.153.153.JethroDataRelational0.03+0.000.00
154.down arrow 151.154.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.03-0.01+0.01
155.down arrow 154.155.SmallSQLRelational0.02+0.000.00
156.156.up arrow 157.ActorDBRelational0.00+0.00+0.00
157.down arrow 155.down arrow 152.OushuDBRelational0.00+0.00-0.03
158.down arrow 156.down arrow 149.AntDBRelational0.00±0.00-0.07
158.down arrow 156.down arrow 157.CovenantSQLRelational0.00±0.00±0.00
158.down arrow 156.down arrow 157.DaggerDBRelational0.00±0.00±0.00
158.down arrow 156.down arrow 157.Edge IntelligenceRelational0.00±0.00±0.00
158.down arrow 156.down arrow 157.EdgelessDBRelational0.00±0.00±0.00
158.down arrow 156.down arrow 157.K-DBRelational0.00±0.00±0.00
158.down arrow 156.down arrow 156.OpenTenBaseRelational0.00±0.000.00
158.down arrow 156.down arrow 151.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00-0.04
158.down arrow 156.down arrow 157.Transwarp KunDBRelational0.00±0.00±0.00

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11-12 March 2026


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