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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, February 2026
RankDBMSDatabase ModelScore
Feb
2026		Jan
2026		Feb
2025		Feb
2026		Jan
2026		Feb
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1203.51-33.82-51.31
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		868.22+0.70-131.77
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		708.14+1.88-78.73
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		672.03+5.77+12.42
5.5.5.SnowflakeRelational208.14+0.34+52.56
6.6.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		144.51+2.97+54.48
7.7.down arrow 6.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		111.22-1.50-14.21
8.8.down arrow 7.SQLiteRelational99.19-1.42-14.63
9.9.up arrow 10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		86.09-1.64-3.42
10.10.up arrow 11.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.66-0.53+0.90
11.11.up arrow 12.Apache HiveRelational73.00-0.48+10.51
12.12.down arrow 8.Microsoft AccessRelational69.47-2.18-27.07
13.13.13.Google BigQueryRelational59.58-4.02+4.69
14.14.up arrow 16.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		32.44-1.25-1.44
15.15.15.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		31.75-0.72-3.47
16.16.down arrow 14.FileMakerRelational30.19-1.04-10.03
17.17.17.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		26.18-0.60-2.44
18.up arrow 19.18.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.37+0.60+3.66
19.down arrow 18.19.Apache Spark (SQL)Relational21.90-0.78+3.45
20.20.20.FirebirdRelational17.12+0.55-0.16
21.21.up arrow 22.Microsoft Azure Synapse AnalyticsRelational15.82+0.40+1.40
22.22.up arrow 23.Amazon RedshiftRelational14.79+0.21+0.67
23.up arrow 24.up arrow 25.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		13.61-0.33+2.31
24.down arrow 23.down arrow 21.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.45-0.77-2.02
25.25.down arrow 24.Apache FlinkRelational11.62-0.03+0.25
26.26.up arrow 32.DuckDBRelational9.99+0.21+3.64
27.up arrow 28.27.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.30+0.20+1.02
28.down arrow 27.down arrow 26.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		8.70-0.44-0.88
29.up arrow 31.Microsoft FabricRelational8.39+1.18
30.down arrow 29.down arrow 28.dBASERelational7.86-0.15-0.19
31.down arrow 30.down arrow 30.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		7.43-0.10+0.60
32.up arrow 33.up arrow 35.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.02+0.03+1.97
33.up arrow 34.down arrow 29.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.70-0.10-0.84
34.down arrow 32.down arrow 31.NetezzaRelational6.48-0.61-0.03
35.35.down arrow 33.PrestoRelational5.85-0.30-0.46
36.36.down arrow 34.Oracle EssbaseRelational4.70-0.11-1.01
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.		4.20-0.34+0.19
38.up arrow 39.up arrow 49.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.57-0.06+0.71
39.up arrow 41.up arrow 48.SAP SQL AnywhereRelational3.53-0.06+0.67
40.up arrow 42.down arrow 39.InterbaseRelational3.50+0.01-0.06
41.down arrow 40.41.OpenEdgeRelational3.49-0.13-0.02
42.up arrow 43.42.IngresRelational3.47+0.07+0.14
43.down arrow 38.down arrow 38.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.33-0.54-0.52
44.up arrow 45.up arrow 45.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.22+0.17+0.24
45.down arrow 44.down arrow 40.Apache DerbyRelational3.16+0.01-0.36
46.up arrow 50.up arrow 71.Alibaba Cloud PolarDBRelational2.97+0.20+1.70
47.up arrow 49.up arrow 50.Google Cloud SpannerRelational2.92+0.12+0.10
48.down arrow 47.down arrow 43.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		2.90-0.03-0.39
49.down arrow 48.down arrow 47.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.85-0.04-0.04
50.down arrow 46.down arrow 44.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.85-0.09-0.29
51.up arrow 52.up arrow 52.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.83+0.21+0.47
52.up arrow 53.down arrow 36.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.69+0.12-1.50
53.down arrow 51.down arrow 46.HyperSQLRelational2.65-0.07-0.28
54.54.down arrow 51.SAP IQRelational2.37-0.03-0.03
55.55.55.CitusRelational, Multi-model infoRelational DBMS
Document store		2.25+0.02+0.27
56.56.up arrow 59.Apache PhoenixRelational2.16+0.00+0.32
57.up arrow 59.up arrow 58.4DRelational2.08+0.02+0.16
58.58.down arrow 53.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.07-0.01-0.29
59.down arrow 57.down arrow 54.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.06-0.03-0.19
60.60.down arrow 57.Percona Server for MySQLRelational1.97-0.03+0.02
61.up arrow 64.up arrow 69.GBaseRelational1.85+0.02+0.52
62.62.down arrow 56.MaxDBRelational1.84-0.05-0.13
63.63.down arrow 60.Apache DrillMulti-model infoDocument store
Relational DBMS		1.83-0.06+0.09
64.up arrow 65.down arrow 62.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.75-0.03+0.10
65.down arrow 61.up arrow 84.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.72-0.22+0.76
66.66.up arrow 79.StarRocksRelational1.63-0.03+0.57
67.up arrow 68.down arrow 66.DatomicRelational1.57+0.00+0.12
68.down arrow 67.down arrow 63.EXASOLRelational1.55-0.05+0.03
69.69.down arrow 61.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.47-0.03-0.20
70.up arrow 72.up arrow 91.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.46+0.07+0.55
71.71.down arrow 65.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.41-0.03-0.08
72.up arrow 78.down arrow 67.TiberoRelational1.38+0.13-0.01
73.up arrow 74.down arrow 70.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.34-0.02+0.05
74.down arrow 73.down arrow 68.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.32-0.05-0.01
75.down arrow 70.up arrow 78.HFSQLRelational1.31-0.16+0.19
76.down arrow 75.down arrow 64.EmpressRelational1.260.00-0.25
77.77.down arrow 73.VoltDBRelational1.25-0.01+0.02
78.down arrow 76.down arrow 75.IBM Db2 warehouseRelational1.22-0.05+0.04
79.up arrow 81.up arrow 81.Apache KylinRelational1.17-0.02+0.14
80.down arrow 79.down arrow 72.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.16-0.04-0.09
81.down arrow 80.up arrow 82.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.15-0.04+0.15
82.up arrow 83.up arrow 93.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.11-0.03+0.22
83.down arrow 82.83.SQLBaseRelational1.10-0.04+0.09
84.84.down arrow 76.TimesTenRelational1.09-0.02-0.08
85.85.up arrow 90.NonStop SQLRelational1.02-0.02+0.11
86.86.up arrow 92.Alibaba Cloud MaxComputeRelational0.99-0.04+0.10
87.up arrow 89.up arrow 88.Apache HAWQRelational0.95-0.02+0.01
88.down arrow 87.down arrow 86.Oracle RdbRelational0.94-0.04-0.01
89.down arrow 88.down arrow 74.mSQLRelational0.93-0.04-0.27
90.up arrow 91.down arrow 87.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.92+0.01-0.03
91.up arrow 92.down arrow 85.DataEaseRelational0.91+0.00-0.04
92.down arrow 90.down arrow 77.FireboltRelational0.86-0.05-0.29
93.up arrow 95.up arrow 102.DoltRelational, Multi-model infoRelational DBMS
Document store		0.85+0.03+0.20
94.down arrow 93.down arrow 89.CubridRelational0.850.00-0.08
95.down arrow 94.95.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.82-0.02+0.03
96.up arrow 97.up arrow 97.NuoDBRelational0.79+0.02+0.01
97.down arrow 96.down arrow 94.AltibaseRelational0.770.00-0.05
98.98.down arrow 96.InfobrightRelational0.76-0.01-0.03
99.up arrow 100.down arrow 80.MatrixOneRelational0.72+0.00-0.32
100.down arrow 99.down arrow 98.YellowbrickRelational0.72-0.02+0.00
101.101.down arrow 99.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.65-0.04-0.04
102.up arrow 103.up arrow 120.Apache PinotRelational0.64-0.01+0.27
103.up arrow 104.down arrow 101.Actian VectorRelational0.64-0.01-0.03
104.up arrow 105.down arrow 100.Datacom/DBRelational0.63-0.01-0.03
105.down arrow 102.up arrow 107.RisingWaveRelational0.61-0.04+0.03
106.106.106.DBISAMRelational0.61+0.01+0.02
107.up arrow 108.down arrow 105.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.60+0.01+0.01
108.down arrow 107.up arrow 109.1010dataRelational0.57-0.020.00
109.up arrow 112.down arrow 108.R:BASERelational0.57+0.01-0.01
110.110.down arrow 104.solidDBRelational0.56-0.02-0.03
111.111.down arrow 110.FrontBaseRelational0.560.00+0.00
112.down arrow 109.down arrow 103.SQream DBRelational0.56-0.02-0.08
113.113.down arrow 111.Splice MachineRelational0.53+0.00-0.01
114.up arrow 118.up arrow 118.ScaleArcRelational0.51+0.08+0.12
115.down arrow 114.up arrow 119.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.49+0.00+0.11
116.down arrow 115.down arrow 113.NexusDBRelational0.480.000.00
117.down arrow 116.down arrow 114.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.48-0.01+0.01
118.up arrow 119.up arrow 125.Kyligence EnterpriseRelational0.430.00+0.10
119.down arrow 117.down arrow 115.Apache DorisRelational0.42-0.03-0.02
120.120.up arrow 121.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00+0.05
121.121.down arrow 116.VistaDBRelational0.40-0.02-0.03
122.122.down arrow 112.SQL.JSRelational0.38+0.01-0.11
123.123.up arrow 124.Comdb2Relational0.35+0.00+0.01
124.124.down arrow 122.AlaSQLMulti-model infoDocument store
Relational DBMS		0.33-0.01-0.02
125.125.down arrow 117.SequoiadbMulti-model infoDocument store
Relational DBMS		0.33-0.01-0.07
126.126.up arrow 130.DatabendRelational0.300.00+0.06
127.up arrow 128.down arrow 123.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.28-0.01-0.06
128.down arrow 127.up arrow 147.Valentina ServerRelational0.27-0.02+0.16
129.129.down arrow 127.Actian PSQLRelational0.27+0.01+0.02
130.130.up arrow 132.Mimer SQLRelational0.27+0.01+0.05
131.up arrow 132.down arrow 129.BrytlytRelational0.25+0.000.00
132.up arrow 133.up arrow 136.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.25+0.01+0.06
133.up arrow 139.up arrow 135.PipelineDBRelational0.25+0.06+0.05
134.134.up arrow 137.PieCloudDBRelational0.230.00+0.05
135.down arrow 131.down arrow 134.FeatureBaseRelational0.22-0.03+0.01
136.down arrow 135.down arrow 133.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.21-0.010.00
137.down arrow 136.down arrow 131.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.21-0.01-0.02
138.down arrow 137.up arrow 140.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.20-0.01+0.03
139.down arrow 138.down arrow 126.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.19-0.01-0.08
140.up arrow 141.down arrow 139.TransLatticeRelational0.18+0.000.00
141.down arrow 140.down arrow 138.Tibco ComputeDBRelational0.17-0.010.00
142.up arrow 143.up arrow 145.BigObjectRelational0.15+0.00+0.01
143.down arrow 142.down arrow 128.TajoRelational0.150.00-0.10
144.144.144.XtremeDataRelational0.15+0.00+0.00
145.145.down arrow 143.EsgynDBRelational0.14+0.000.00
146.146.down arrow 145.ElevateDBRelational0.14+0.000.00
147.147.down arrow 141.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.12-0.01-0.05
148.148.up arrow 155.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.11+0.00+0.11
149.149.149.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.08+0.01+0.03
150.150.down arrow 142.LovefieldRelational0.07+0.00-0.08
151.up arrow 153.151.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.04+0.01+0.02
152.down arrow 151.up arrow 155.Sadas EngineRelational0.040.00+0.04
153.down arrow 152.down arrow 150.JethroDataRelational0.03+0.000.00
154.154.down arrow 152.SmallSQLRelational0.020.00+0.00
155.up arrow 156.down arrow 154.OushuDBRelational0.000.00+0.00
156.up arrow 157.down arrow 155.ActorDBRelational0.00±0.00±0.00
156.down arrow 155.down arrow 148.AntDBRelational0.00-0.02-0.11
156.up arrow 157.down arrow 155.CovenantSQLRelational0.00±0.00±0.00
156.up arrow 157.down arrow 155.DaggerDBRelational0.00±0.00±0.00
156.up arrow 157.down arrow 155.Edge IntelligenceRelational0.00±0.00±0.00
156.up arrow 157.down arrow 155.EdgelessDBRelational0.00±0.00±0.00
156.up arrow 157.down arrow 155.K-DBRelational0.00±0.00±0.00
156.up arrow 157.down arrow 155.OpenTenBaseRelational0.00±0.00±0.00
156.up arrow 157.down arrow 155.TransbaseRelational0.00±0.00±0.00
156.up arrow 157.down arrow 153.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00-0.01
156.up arrow 157.down arrow 155.Transwarp KunDBRelational0.00±0.00±0.00



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