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Ranking > Complete Ranking

DB-Engines Ranking

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The DB-Engines Ranking ranks database management systems according to their popularity. The ranking is updated monthly.

Read more about the method of calculating the scores.

415 systems in ranking, May 2023
RankDBMSDatabase ModelScore
May
2023		Apr
2023		May
2022		May
2023		Apr
2023		May
2022
1.1.1.Oracle detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
RDF store,
Spatial DBMS		1232.64+4.36-30.18
2.2.2.MySQL detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		1172.46+14.68-29.64
3.3.3.Microsoft SQL Server detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
Spatial DBMS		920.09+1.57-21.11
4.4.4.PostgreSQL detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
Spatial DBMS		617.90+9.49+2.61
5.5.5.MongoDB detailed informationDetailed vendor-provided information availableDocument, Multi-model infoDocument store,
Spatial DBMS,
Search engine,
Time Series DBMS		436.61-5.29-41.63
6.6.6.Redis detailed informationDetailed vendor-provided information availableKey-value, Multi-model infoKey-value store,
Document store,
Graph DBMS,
Spatial DBMS,
Search engine,
Time Series DBMS		168.13-5.42-10.89
7.7.7.IBM Db2Relational, Multi-model infoRelational DBMS,
Document store,
RDF store,
Spatial DBMS		143.02-2.48-17.31
8.8.8.ElasticsearchSearch engine, Multi-model infoSearch engine,
Document store,
Spatial DBMS,
Vector DBMS		141.63+0.56-16.06
9.9.up arrow 10.SQLite detailed informationDetailed vendor-provided information availableRelational133.86-0.68-0.87
10.10.down arrow 9.Microsoft AccessRelational131.17-0.20-12.27
11.up arrow 12.up arrow 14.Snowflake detailed informationDetailed vendor-provided information availableRelational111.73+0.60+18.22
12.down arrow 11.down arrow 11.Cassandra detailed informationDetailed vendor-provided information availableWide column111.14-0.67-6.88
13.13.down arrow 12.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
Spatial DBMS		96.87+0.93-14.26
14.14.down arrow 13.SplunkSearch engine86.64+1.20-9.71
15.up arrow 16.up arrow 16.Amazon DynamoDB detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Key-value store		81.11+3.66-3.35
16.down arrow 15.down arrow 15.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
Spatial DBMS		79.19+0.13-6.14
17.17.17.HiveRelational73.61+1.96-8.00
18.up arrow 19.up arrow 24.DatabricksMulti-model infoDocument store,
Relational DBMS		63.94+2.98+16.09
19.down arrow 18.down arrow 18.TeradataRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
Spatial DBMS,
Time Series DBMS		62.71+1.12-5.67
20.20.up arrow 23.Google BigQuery detailed informationDetailed vendor-provided information availableRelational54.87+1.55+6.26
21.up arrow 23.up arrow 22.FileMakerRelational52.00+1.99-0.27
22.down arrow 21.down arrow 19.Neo4j detailed informationDetailed vendor-provided information availableGraph51.10-0.50-9.04
23.down arrow 22.down arrow 21.SAP HANA detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Graph DBMS,
Spatial DBMS		50.36-0.72-4.73
24.24.down arrow 20.SolrSearch engine, Multi-model infoSearch engine,
Spatial DBMS		49.76+1.54-7.50
25.25.25.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS,
Spatial DBMS		43.09+0.22-4.69
26.26.26.HBaseWide column38.59+0.80-4.60
27.27.27.Microsoft Azure Cosmos DB detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Graph DBMS,
Key-value store,
Wide column store,
Spatial DBMS		35.99+0.92-4.22
28.28.28.PostGISSpatial DBMS, Multi-model infoSpatial DBMS,
Relational DBMS		30.90+1.49-0.92
29.29.29.InfluxDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS,
Spatial DBMS		29.90+1.31+0.35
30.up arrow 31.up arrow 32.FirebirdRelational24.55+1.22-1.17
31.down arrow 30.down arrow 30.Couchbase detailed informationDetailed vendor-provided information availableDocument, Multi-model infoDocument store,
Key-value store,
Spatial DBMS		24.42+0.66-3.96
32.up arrow 34.up arrow 36.Microsoft Azure Synapse AnalyticsRelational23.28+2.20+2.62
33.down arrow 32.33.MemcachedKey-value22.19+0.20-2.76
34.down arrow 33.34.InformixRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS,
Time Series DBMS		22.02+0.53-1.36
35.35.35.Spark SQLRelational20.09+0.47-2.77
36.36.down arrow 31.Amazon Redshift detailed informationDetailed vendor-provided information availableRelational19.46+0.01-6.47
37.up arrow 38.up arrow 40.ImpalaRelational, Multi-model infoRelational DBMS,
Document store		18.66+1.08+0.63
38.down arrow 37.up arrow 39.Firebase Realtime DatabaseDocument18.58+0.37-0.34
39.up arrow 42.up arrow 41.CouchDBDocument, Multi-model infoDocument store,
Spatial DBMS		16.09+1.47-0.88
40.down arrow 39.down arrow 38.Vertica detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Spatial DBMS,
Time Series DBMS		15.98+0.00-3.31
41.down arrow 40.down arrow 37.NetezzaRelational15.83+0.89-3.55
42.down arrow 41.42.dBASERelational15.63+0.93+1.30
43.43.43.PrestoRelational15.09+0.97+1.61
44.44.up arrow 46.ClickHouseRelational, Multi-model infoRelational DBMS,
Time Series DBMS		14.39+0.52+2.07
45.45.Apache FlinkRelational13.54-0.13
46.up arrow 47.up arrow 68.OpenSearch detailed informationDetailed vendor-provided information availableSearch engine, Multi-model infoSearch engine,
Vector DBMS		12.09+1.00+5.96
47.down arrow 46.up arrow 52.Google Cloud FirestoreDocument11.54+0.44+2.22
48.48.down arrow 44.GreenplumRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		10.97+0.72-2.39
49.49.down arrow 45.Amazon AuroraRelational, Multi-model infoRelational DBMS,
Document store		9.89+0.46-2.56
50.50.up arrow 55.Oracle EssbaseRelational9.56+0.71+0.70
51.51.down arrow 47.etcdKey-value9.18+0.55-1.70
52.up arrow 53.down arrow 51.H2Relational, Multi-model infoRelational DBMS,
Spatial DBMS		8.86+0.45-0.97
53.up arrow 54.down arrow 50.MarkLogicMulti-model infoDocument store,
Native XML DBMS,
RDF store,
Search engine		8.68+0.34-1.17
54.up arrow 55.down arrow 49.RealmDocument8.60+0.32-1.29
55.up arrow 56.down arrow 48.HazelcastKey-value, Multi-model infoKey-value store,
Document store		8.11+0.34-1.97
56.down arrow 52.down arrow 54.Kdb detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS,
Relational DBMS		8.03-0.44-0.95
57.57.down arrow 56.AlgoliaSearch engine7.70+0.29-0.38
58.58.up arrow 67.PrometheusTime Series7.43+0.44+1.29
59.up arrow 60.down arrow 53.Datastax Enterprise detailed informationDetailed vendor-provided information availableWide column, Multi-model infoWide column store,
Document store,
Graph DBMS,
Spatial DBMS,
Search engine		7.19+0.40-2.10
60.up arrow 67.up arrow 65.JackrabbitContent6.92+0.53+0.30
61.up arrow 63.up arrow 78.DerbyRelational6.86+0.27+1.69
62.up arrow 71.up arrow 66.EhcacheKey-value6.81+0.67+0.34
63.down arrow 61.down arrow 59.Microsoft Azure SearchSearch engine6.79+0.10-0.74
64.64.down arrow 57.CockroachDB detailed informationDetailed vendor-provided information availableRelational6.69+0.16-1.15
65.down arrow 59.down arrow 63.SphinxSearch engine6.69-0.11-0.03
66.down arrow 62.down arrow 61.SingleStore detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS,
Time Series DBMS		6.56-0.04-0.48
67.down arrow 66.up arrow 70.Aerospike detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Key-value store,
Spatial DBMS		6.40+0.01+0.31
68.68.up arrow 75.GraphiteTime Series6.26-0.05+0.80
69.up arrow 73.up arrow 74.Google Cloud DatastoreDocument6.21+0.31+0.72
70.down arrow 65.down arrow 62.InterbaseRelational6.17-0.24-0.57
71.up arrow 74.up arrow 90.ScyllaDB detailed informationDetailed vendor-provided information availableWide column, Multi-model infoWide column store,
Key-value store		6.16+0.31+2.42
72.72.down arrow 58.Microsoft Azure Data Explorer detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Event Store,
Spatial DBMS,
Search engine,
Time Series DBMS		6.10+0.19-1.44
73.up arrow 77.up arrow 100.Trino detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Key-value store,
Spatial DBMS,
Search engine,
Time Series DBMS,
Wide column store		5.89+0.49+2.82
74.up arrow 79.down arrow 64.Riak KVKey-value5.88+0.69-0.76
75.down arrow 69.down arrow 69.IngresRelational5.81-0.46-0.29
76.up arrow 83.up arrow 102.Apache Jena - TDBRDF5.73+0.66+2.71
77.down arrow 76.down arrow 72.SAP SQL AnywhereRelational5.70+0.31+0.09
78.down arrow 75.down arrow 77.Microsoft Azure Table StorageWide column5.68+0.00+0.33
79.up arrow 82.up arrow 81.AdabasMultivalue5.58+0.49+0.80
80.down arrow 70.down arrow 71.Virtuoso detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Graph DBMS,
Native XML DBMS,
Relational DBMS,
RDF store,
Search engine,
Spatial DBMS		5.57-0.67-0.44
81.down arrow 80.up arrow 88.AccumuloWide column5.41+0.23+1.44
82.down arrow 81.down arrow 76.HyperSQLRelational5.24+0.09-0.12
83.down arrow 78.down arrow 60.IgniteMulti-model infoKey-value store,
Relational DBMS		5.14-0.18-1.94
84.84.up arrow 86.Google Cloud BigtableMulti-model infoKey-value store,
Wide column store		5.13+0.22+0.87
85.85.down arrow 73.ArangoDB detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Graph DBMS,
Key-value store,
Search engine		4.88+0.08-0.67
86.up arrow 87.down arrow 83.TimescaleDBTime Series, Multi-model infoTime Series DBMS,
Relational DBMS		4.73+0.36+0.03
87.up arrow 90.down arrow 80.SAP IQRelational4.68+0.55-0.14
88.up arrow 92.down arrow 79.OrientDBMulti-model infoDocument store,
Graph DBMS,
Key-value store		4.50+0.43-0.64
89.down arrow 88.down arrow 85.OpenEdgeRelational4.44+0.11-0.01
90.up arrow 94.up arrow 94.RavenDB detailed informationDetailed vendor-provided information availableDocument, Multi-model infoDocument store,
Graph DBMS,
Spatial DBMS,
Time Series DBMS		4.37+0.40+0.90
91.up arrow 93.up arrow 92.Google Cloud SpannerRelational4.37+0.36+0.69
92.down arrow 89.down arrow 89.RocksDB detailed informationDetailed vendor-provided information availableKey-value4.31+0.01+0.40
93.down arrow 91.up arrow 95.IBM CloudantDocument4.29+0.20+0.83
94.down arrow 86.down arrow 84.UniData,UniVerseMultivalue4.28-0.26-0.20
95.95.GemFireKey-value, Multi-model infoKey-value store,
Document store		4.24+0.28
96.up arrow 97.up arrow 99.RethinkDBDocument, Multi-model infoDocument store,
Spatial DBMS		4.16+0.41+1.07
97.up arrow 98.up arrow 112.YugabyteDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Wide column store		3.97+0.43+1.29
98.up arrow 99.down arrow 96.InfinispanKey-value3.90+0.45+0.56
99.up arrow 100.down arrow 87.MaxDBRelational3.89+0.47-0.17
100.down arrow 96.down arrow 82.Oracle NoSQLMulti-model infoDocument store,
Key-value store,
Relational DBMS		3.79-0.01-0.96
101.up arrow 102.up arrow 109.Oracle Berkeley DBMulti-model infoKey-value store,
Native XML DBMS		3.71+0.42+0.94
102.up arrow 107.up arrow 124.EDB PostgresRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		3.63+0.47+1.56
103.up arrow 106.up arrow 115.RRDtoolTime Series3.61+0.42+1.11
104.down arrow 101.down arrow 101.LevelDBKey-value3.58+0.21+0.53
105.down arrow 103.down arrow 98.PouchDBDocument3.57+0.30+0.48
106.up arrow 123.up arrow 140.DolphinDBTime Series, Multi-model infoTime Series DBMS,
Relational DBMS		3.42+0.81+1.77
107.up arrow 109.up arrow 116.Percona Server for MySQLRelational3.34+0.22+0.84
108.down arrow 104.up arrow 119.InterSystems IRISMulti-model infoDocument store,
Key-value store,
Object oriented DBMS,
Relational DBMS		3.29+0.10+1.05
109.up arrow 113.up arrow 117.LMDBKey-value3.29+0.31+0.86
110.down arrow 108.up arrow 153.HEAVY.AIRelational, Multi-model infoRelational DBMS,
Spatial DBMS		3.24+0.09+1.95
111.down arrow 105.down arrow 104.InterSystems CachéMulti-model infoKey-value store,
Object oriented DBMS,
Relational DBMS,
Document store		3.21+0.02+0.21
112.up arrow 115.down arrow 93.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store		3.19+0.31-0.35
113.up arrow 120.up arrow 134.GeodeKey-value3.16+0.43+1.38
114.up arrow 116.114.CloudKitDocument3.15+0.37+0.57
115.down arrow 112.down arrow 110.IMSNavigational3.12+0.09+0.41
116.up arrow 117.down arrow 105.Apache DruidMulti-model infoRelational DBMS,
Time Series DBMS		3.07+0.31+0.06
117.up arrow 122.up arrow 135.CitusRelational, Multi-model infoRelational DBMS,
Document store		3.05+0.39+1.29
118.down arrow 110.down arrow 103.Apache PhoenixRelational3.01-0.080.00
119.down arrow 118.down arrow 107.4DRelational2.97+0.22+0.08
120.down arrow 114.down arrow 91.SAP Advantage Database ServerRelational2.97+0.07-0.72
121.down arrow 111.down arrow 106.Apache DrillMulti-model infoDocument store,
Relational DBMS		2.96-0.12+0.07
122.up arrow 124.up arrow 183.TDengine detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS,
Relational DBMS		2.95+0.34+2.04
123.up arrow 125.123.Amazon SimpleDBKey-value2.94+0.37+0.83
124.up arrow 126.up arrow 267.DuckDBRelational2.92+0.35+2.58
125.down arrow 121.down arrow 108.Amazon NeptuneMulti-model infoGraph DBMS,
RDF store		2.90+0.21+0.08
126.up arrow 131.OceanBase detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Wide column store		2.85+0.53
127.127.down arrow 113.Oracle CoherenceKey-value2.84+0.33+0.23
128.down arrow 119.down arrow 97.EXASOLRelational2.73-0.02-0.54
129.down arrow 128.down arrow 118.JanusGraphGraph2.68+0.24+0.26
130.up arrow 143.up arrow 261.Memgraph detailed informationDetailed vendor-provided information availableGraph2.64+0.52+2.27
131.up arrow 141.up arrow 169.NebulaGraph detailed informationDetailed vendor-provided information availableGraph2.61+0.44+1.51
132.down arrow 130.down arrow 120.Amazon CloudSearchSearch engine2.59+0.26+0.35
133.up arrow 136.down arrow 131.MonetDBRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		2.57+0.31+0.76
134.down arrow 133.down arrow 133.jBASEMultivalue2.51+0.24+0.71
135.up arrow 140.down arrow 130.OpenTSDBTime Series2.50+0.32+0.67
136.up arrow 138.down arrow 127.SpatiaLiteSpatial DBMS, Multi-model infoSpatial DBMS,
Relational DBMS		2.49+0.31+0.61
137.down arrow 129.down arrow 111.GraphDB detailed informationDetailed vendor-provided information availableMulti-model infoGraph DBMS,
RDF store		2.48+0.15-0.21
138.down arrow 132.down arrow 122.CoveoSearch engine2.47+0.19+0.29
139.down arrow 134.down arrow 125.GridGainMulti-model infoKey-value store,
Relational DBMS		2.46+0.20+0.40
140.up arrow 142.up arrow 142.VoltDBRelational2.44+0.30+0.83
141.down arrow 139.down arrow 126.TiberoRelational2.41+0.23+0.46
142.up arrow 147.up arrow 159.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS,
Key-value store,
Relational DBMS		2.37+0.35+1.14
143.up arrow 144.down arrow 141.Db4oObject oriented2.34+0.30+0.72
144.up arrow 145.down arrow 138.DatomicRelational2.31+0.28+0.61
145.down arrow 135.down arrow 137.TimesTenRelational2.25-0.01+0.54
146.down arrow 137.up arrow 161.QuestDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS,
Relational DBMS		2.240.00+1.05
147.up arrow 150.down arrow 139.BaseXNative XML2.23+0.27+0.57
148.up arrow 152.up arrow 174.EmpressRelational2.16+0.24+1.15
149.up arrow 151.up arrow 150.ObjectStoreObject oriented2.13+0.18+0.78
150.up arrow 155.up arrow 157.SQLBaseRelational2.13+0.32+0.89
151.up arrow 154.down arrow 132.Amazon DocumentDBDocument2.08+0.25+0.28
152.down arrow 148.down arrow 144.MnesiaDocument2.04+0.03+0.58
153.down arrow 149.down arrow 129.IBM Db2 warehouseRelational2.04+0.04+0.18
154.down arrow 146.down arrow 121.TigerGraphGraph2.03+0.00-0.21
155.up arrow 159.up arrow 160.CubridRelational2.00+0.28+0.80
156.up arrow 161.FireboltRelational1.98+0.27
157.down arrow 156.down arrow 151.TarantoolKey-value, Multi-model infoKey-value store,
Document store,
Relational DBMS,
Spatial DBMS		1.97+0.17+0.63
158.down arrow 157.up arrow 171.NonStop SQLRelational1.95+0.17+0.87
159.up arrow 160.down arrow 128.Stardog detailed informationDetailed vendor-provided information availableMulti-model infoGraph DBMS,
RDF store		1.91+0.19+0.03
160.down arrow 153.down arrow 145.Actian NoSQL DatabaseObject oriented1.90+0.03+0.44
161.down arrow 158.down arrow 147.FaunaMulti-model infoDocument store,
Graph DBMS,
Relational DBMS,
Time Series DBMS		1.88+0.14+0.52
162.up arrow 169.down arrow 148.LiteDBDocument1.88+0.29+0.52
163.up arrow 164.down arrow 143.DgraphGraph1.87+0.22+0.33
164.up arrow 167.down arrow 156.DatameerDocument1.87+0.27+0.60
165.down arrow 162.up arrow 201.MatisseObject oriented1.84+0.14+1.08
166.down arrow 165.down arrow 162.Oracle RdbRelational1.84+0.19+0.66
167.down arrow 163.up arrow 177.ObjectBoxObject oriented, Multi-model infoObject oriented DBMS,
Time Series DBMS		1.82+0.16+0.85
168.up arrow 177.PineconeVector DBMS1.82+0.35
169.up arrow 170.down arrow 168.DataEaseRelational1.77+0.22+0.65
170.up arrow 173.up arrow 188.MatrixOneRelational1.76+0.25+0.87
171.up arrow 174.up arrow 180.AltibaseRelational1.76+0.25+0.81
172.down arrow 166.down arrow 154.Apache KylinRelational1.75+0.11+0.47
173.down arrow 168.down arrow 152.GT.MKey-value1.74+0.14+0.40
174.up arrow 178.up arrow 175.GigaSpacesMulti-model infoDocument store,
Object oriented DBMS,
Graph DBMS,
Search engine		1.73+0.27+0.76
175.down arrow 171.up arrow 187.ZODBKey-value1.69+0.17+0.80
176.down arrow 175.down arrow 146.FoundationDBMulti-model infoDocument store,
Key-value store,
Relational DBMS		1.68+0.20+0.24
177.up arrow 183.down arrow 158.GiraphGraph1.65+0.27+0.42
178.up arrow 181.up arrow 181.EventStoreDBEvent1.63+0.24+0.72
179.down arrow 172.down arrow 172.Apache HAWQRelational1.62+0.11+0.57
180.down arrow 176.down arrow 136.mSQLRelational1.58+0.12-0.14
181.up arrow 185.down arrow 179.NuoDBRelational1.58+0.23+0.62
182.up arrow 188.down arrow 173.InfobrightRelational1.56+0.26+0.55
183.up arrow 187.up arrow 217.openGaussRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		1.55+0.23+0.92
184.184.up arrow 198.XapianSearch engine1.52+0.15+0.74
185.up arrow 196.up arrow 191.PerstObject oriented1.51+0.28+0.68
186.down arrow 180.down arrow 167.Model 204Multivalue1.49+0.08+0.35
187.up arrow 206.down arrow 170.SQL.JSRelational1.48+0.37+0.40
188.up arrow 191.down arrow 166.AllegroGraph detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Graph DBMS,
RDF store,
Spatial DBMS		1.48+0.20+0.34
189.down arrow 186.up arrow 196.NCache detailed informationDetailed vendor-provided information availableKey-value, Multi-model infoKey-value store,
Document store,
Search engine		1.47+0.14+0.68
190.190.down arrow 164.SednaNative XML1.46+0.17+0.29
191.up arrow 207.up arrow 218.DoltRelational, Multi-model infoRelational DBMS,
Document store		1.44+0.33+0.82
192.up arrow 202.up arrow 248.HibariKey-value1.43+0.29+0.97
193.193.up arrow 220.Northgate RealityMultivalue1.40+0.12+0.80
194.up arrow 201.up arrow 213.DBISAMRelational1.40+0.24+0.75
195.down arrow 194.up arrow 210.TypeDB detailed informationDetailed vendor-provided information availableMulti-model infoGraph DBMS,
Relational DBMS		1.40+0.15+0.73
196.up arrow 197.down arrow 189.HPE Ezmeral Data FabricMulti-model infoDocument store,
Wide column store		1.40+0.18+0.53
197.up arrow 198.up arrow 202.solidDBRelational1.38+0.22+0.62
198.down arrow 182.down arrow 186.IDMSNavigational1.38-0.01+0.47
199.down arrow 195.up arrow 204.RDF4JRDF1.37+0.13+0.64
200.up arrow 208.PlanetScale detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		1.36+0.26
201.up arrow 203.down arrow 163.1010dataRelational1.35+0.22+0.18
202.down arrow 189.down arrow 149.HFSQLRelational1.34+0.04-0.02
203.down arrow 179.down arrow 165.GBaseRelational1.30-0.13+0.14
204.down arrow 199.down arrow 155.D3Multivalue1.30+0.14+0.04
205.up arrow 209.up arrow 239.TDSQL for MySQL detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		1.29+0.20+0.77
206.up arrow 212.down arrow 195.Actian VectorRelational1.28+0.23+0.48
207.up arrow 211.down arrow 176.Amazon TimestreamTime Series1.27+0.23+0.30
208.up arrow 210.up arrow 224.WebSphere eXtreme ScaleKey-value1.27+0.21+0.69
209.down arrow 192.up arrow 222.MeilisearchSearch engine1.26-0.02+0.67
210.up arrow 218.down arrow 205.OpenBaseRelational1.23+0.23+0.50
211.up arrow 213.down arrow 199.GeoMesaSpatial DBMS1.22+0.20+0.45
212.down arrow 205.up arrow 223.VictoriaMetrics detailed informationDetailed vendor-provided information availableTime Series1.21+0.10+0.63
213.up arrow 220.down arrow 194.KognitioRelational1.19+0.21+0.39
214.up arrow 217.up arrow 263.M3DB detailed informationDetailed vendor-provided information availableTime Series1.18+0.19+0.83
215.up arrow 221.up arrow 216.SciDBMultivalue1.16+0.21+0.52
216.down arrow 200.down arrow 185.BlazegraphMulti-model infoGraph DBMS,
RDF store		1.15-0.01+0.25
217.up arrow 222.down arrow 182.eXist-dbNative XML1.14+0.19+0.23
218.down arrow 204.down arrow 200.BigchainDBDocument1.13+0.00+0.36
219.down arrow 216.Vitess detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		1.12+0.11
220.down arrow 215.down arrow 190.FrontBaseRelational1.10+0.08+0.26
221.up arrow 225.up arrow 227.NexusDBRelational1.10+0.20+0.52
222.up arrow 226.up arrow 225.ObjectDBObject oriented1.09+0.21+0.51
223.up arrow 240.up arrow 259.Milvus detailed informationDetailed vendor-provided information availableVector DBMS1.06+0.31+0.69
224.down arrow 214.down arrow 207.YellowbrickRelational1.05+0.03+0.35
225.up arrow 230.down arrow 214.KairosDBTime Series1.05+0.20+0.41
226.up arrow 233.up arrow 233.RocksetDocument, Multi-model infoDocument store,
Relational DBMS,
Search engine		1.05+0.21+0.51
227.down arrow 223.up arrow 234.MapDBKey-value1.05+0.11+0.51
228.up arrow 231.up arrow 245.OpenInsightMultivalue1.02+0.18+0.55
229.229.down arrow 184.Graph EngineMulti-model infoGraph DBMS,
Key-value store		1.02+0.15+0.11
230.down arrow 224.down arrow 178.CrateDB detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Time Series DBMS,
Relational DBMS,
Search engine		1.01+0.08+0.04
231.up arrow 235.up arrow 235.ScaleArcRelational0.99+0.19+0.47
232.down arrow 228.232.BoltDBKey-value0.99+0.13+0.44
233.down arrow 232.down arrow 208.R:BASERelational0.99+0.15+0.31
234.up arrow 237.StarRocks detailed informationDetailed vendor-provided information availableRelational0.98+0.19
235.down arrow 234.down arrow 221.SQream DB detailed informationDetailed vendor-provided information availableRelational0.97+0.16+0.38
236.up arrow 242.down arrow 231.Amazon KeyspacesWide column0.97+0.23+0.42
237.up arrow 238.up arrow 265.atotiObject oriented0.95+0.16+0.60
238.down arrow 219.down arrow 193.Splice MachineRelational0.93-0.05+0.13
239.down arrow 236.up arrow 254.ScalarisKey-value0.93+0.12+0.51
240.up arrow 249.up arrow 301.StrabonRDF0.92+0.24+0.78
241.up arrow 245.down arrow 229.VistaDBRelational0.92+0.19+0.34
242.up arrow 244.down arrow 206.Postgres-XLRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		0.91+0.17+0.21
243.243.down arrow 209.eXtremeDB detailed informationDetailed vendor-provided information availableMulti-model infoRelational DBMS,
Time Series DBMS		0.90+0.17+0.22
244.down arrow 227.down arrow 197.Datacom/DBRelational0.89+0.02+0.11
245.up arrow 256.down arrow 236.4storeRDF0.88+0.22+0.36
246.up arrow 274.up arrow 295.Weaviate detailed informationDetailed vendor-provided information availableVector DBMS0.86+0.33+0.69
247.247.247.StarcounterObject oriented0.85+0.16+0.39
248.up arrow 259.down arrow 230.AlaSQLMulti-model infoDocument store,
Relational DBMS		0.85+0.21+0.30
249.up arrow 257.up arrow 264.ModeShapeContent0.85+0.19+0.50
250.up arrow 252.up arrow 270.KeyDBKey-value0.85+0.18+0.53
251.down arrow 246.up arrow 272.SearchBloxSearch engine0.85+0.15+0.55
252.up arrow 254.down arrow 228.LokiJSDocument0.85+0.18+0.27
253.down arrow 248.down arrow 212.Kinetica detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Spatial DBMS,
Time Series DBMS		0.84+0.15+0.18
254.up arrow 265.up arrow 317.ITTIATime Series, Multi-model infoTime Series DBMS,
Relational DBMS		0.84+0.28+0.75
255.up arrow 266.SurrealDBMulti-model infoDocument store,
Graph DBMS		0.81+0.26
256.up arrow 268.up arrow 283.LovefieldRelational0.80+0.25+0.56
257.down arrow 239.down arrow 203.Objectivity/DBObject oriented0.79+0.04+0.03
258.down arrow 241.down arrow 253.Apache IoTDBTime Series0.79+0.04+0.37
259.up arrow 262.down arrow 257.InfiniteGraphGraph0.77+0.16+0.36
260.down arrow 253.down arrow 251.RedlandRDF0.77+0.09+0.33
261.up arrow 263.down arrow 252.TrafodionRelational0.76+0.16+0.33
262.down arrow 261.down arrow 249.RasdamanMultivalue0.75+0.14+0.30
263.up arrow 267.down arrow 260.Kingbase detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		0.73+0.18+0.36
264.down arrow 255.up arrow 279.Apache DorisRelational0.73+0.07+0.48
265.up arrow 272.down arrow 256.SequoiadbMulti-model infoDocument store,
Relational DBMS		0.73+0.19+0.31
266.up arrow 275.TypesenseSearch engine0.73+0.20
267.down arrow 264.up arrow 325.TransbaseRelational0.73+0.15+0.65
268.down arrow 260.down arrow 241.Raima Database Manager detailed informationDetailed vendor-provided information availableMulti-model infoRelational DBMS,
Time Series DBMS		0.72+0.09+0.22
269.DatabendRelational0.70
270.down arrow 251.up arrow 271.Apache PinotRelational0.70+0.02+0.39
271.down arrow 258.up arrow 284.OpenQMMultivalue0.68+0.03+0.45
272.down arrow 271.down arrow 192.GemStone/SObject oriented0.68+0.14-0.14
273.up arrow 277.down arrow 226.JadeObject oriented0.67+0.16+0.09
274.up arrow 279.down arrow 215.Percona Server for MongoDBDocument0.67+0.17+0.02
275.up arrow 278.down arrow 255.Project VoldemortKey-value0.67+0.16+0.25
276.down arrow 269.down arrow 262.ElassandraWide column, Multi-model infoWide column store,
Search engine		0.66+0.12+0.30
277.down arrow 270.down arrow 211.Alibaba Cloud MaxComputeRelational0.66+0.12+0.00
278.up arrow 292.up arrow 296.HyperGraphDBGraph0.65+0.23+0.48
279.up arrow 282.up arrow 314.EJDBDocument0.65+0.16+0.55
280.down arrow 250.up arrow 287.Actian FastObjectsObject oriented0.64-0.03+0.43
281.down arrow 276.down arrow 244.TajoRelational0.64+0.12+0.16
282.up arrow 288.down arrow 219.Alibaba Cloud AnalyticDB for MySQL detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store		0.64+0.17+0.03
283.down arrow 273.up arrow 285.HeroicTime Series0.64+0.10+0.41
284.284.down arrow 238.HarperDBDocument0.64+0.16+0.11
285.up arrow 293.down arrow 282.Kyligence EnterpriseRelational0.62+0.20+0.38
286.down arrow 283.down arrow 243.Tokyo TyrantKey-value0.60+0.11+0.12
287.up arrow 299.down arrow 276.FlockDBGraph0.59+0.23+0.33
288.up arrow 297.up arrow 303.FlureeGraph0.59+0.22+0.45
289.down arrow 280.down arrow 269.BrytlytRelational0.58+0.09+0.26
290.down arrow 289.up arrow 316.MulgaraRDF0.58+0.13+0.49
291.down arrow 281.down arrow 274.Comdb2Relational0.58+0.09+0.32
292.up arrow 300.up arrow 293.CubicWebRDF0.57+0.23+0.40
293.down arrow 285.down arrow 278.Mimer SQLRelational0.56+0.09+0.31
294.up arrow 301.down arrow 273.PipelineDBRelational0.55+0.21+0.28
295.down arrow 286.down arrow 280.AxibaseTime Series0.54+0.07+0.29
296.up arrow 316.up arrow 313.RedStoreRDF0.53+0.24+0.42
297.down arrow 294.down arrow 286.HugeGraphGraph0.51+0.12+0.29
298.down arrow 291.up arrow 324.GraphBaseGraph0.50+0.08+0.43
299.down arrow 290.FeatureBaseRelational0.50+0.05
300.up arrow 309.down arrow 275.TransLatticeRelational0.49+0.19+0.24
301.up arrow 330.down arrow 294.NEventStoreEvent0.49+0.25+0.32
302.down arrow 287.down arrow 240.YDBMulti-model infoDocument store,
Relational DBMS		0.49+0.02-0.02
303.down arrow 298.down arrow 250.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.48+0.12+0.03
304.up arrow 317.down arrow 297.AnzoGraph DBMulti-model infoGraph DBMS,
RDF store		0.48+0.20+0.32
305.up arrow 314.up arrow 354.QdrantVector DBMS0.48+0.19+0.48
306.down arrow 305.down arrow 298.ElevateDBRelational0.48+0.15+0.32
307.up arrow 321.up arrow 354.EllipticsKey-value0.47+0.20+0.47
308.down arrow 296.MarqoSearch engine0.46+0.09
309.down arrow 302.Speedb detailed informationDetailed vendor-provided information availableKey-value0.46+0.12
310.310.down arrow 246.Alibaba Cloud Log Service detailed informationDetailed vendor-provided information availableSearch engine0.45+0.14-0.02
311.up arrow 319.up arrow 346.DydraRDF0.44+0.17+0.43
312.down arrow 306.down arrow 237.Alibaba Cloud ApsaraDB for PolarDB detailed informationDetailed vendor-provided information availableRelational0.44+0.12-0.08
313.up arrow 318.down arrow 281.Riak TSTime Series0.44+0.16+0.19
314.up arrow 326.up arrow 327.RDFoxMulti-model infoGraph DBMS,
RDF store,
Relational DBMS		0.43+0.19+0.37
315.up arrow 324.up arrow 345.STSdbKey-value0.43+0.18+0.42
316.down arrow 315.down arrow 299.GeoSpockRelational, Multi-model infoRelational DBMS,
Time Series DBMS		0.42+0.14+0.26
317.up arrow 320.down arrow 292.LeanXcale detailed informationDetailed vendor-provided information availableMulti-model infoKey-value store,
Relational DBMS		0.42+0.15+0.25
318.down arrow 312.CnosDBTime Series0.41+0.12
319.up arrow 343.up arrow 354.ExorbyteSearch engine0.41+0.21+0.41
320.down arrow 313.up arrow 348.MachbaseTime Series0.40+0.11+0.39
321.down arrow 295.down arrow 289.TinkerGraphGraph0.40+0.01+0.21
322.down arrow 304.down arrow 305.Cloudflare Workers KVKey-value0.40+0.06+0.27
323.down arrow 307.down arrow 315.Actian PSQLRelational0.38+0.07+0.28
324.down arrow 308.down arrow 290.Valentina ServerRelational0.38+0.07+0.20
325.up arrow 334.up arrow 332.BangdbMulti-model infoDocument store,
Graph DBMS,
Time Series DBMS,
Spatial DBMS		0.38+0.15+0.34
326.up arrow 342.326.Manticore SearchSearch engine, Multi-model infoSearch engine,
Time Series DBMS		0.37+0.16+0.30
327.327.up arrow 354.IRONdbTime Series0.37+0.12+0.37
328.up arrow 370.down arrow 307.XtremeDataRelational0.37+0.21+0.25
329.329.UltipaGraph0.37+0.13
330.up arrow 333.up arrow 349.BrightstarDBRDF0.37+0.14+0.36
331.up arrow 349.down arrow 321.ImmudbKey-value, Multi-model infoKey-value store,
Relational DBMS		0.36+0.16+0.29
332.down arrow 303.down arrow 300.ArcadeDBMulti-model infoDocument store,
Graph DBMS,
Key-value store,
Time Series DBMS		0.36+0.02+0.21
333.down arrow 322.up arrow 354.UpscaledbKey-value0.36+0.09+0.36
334.down arrow 311.down arrow 302.TerminusDBGraph, Multi-model infoGraph DBMS,
Document store,
RDF store		0.36+0.06+0.22
335.up arrow 358.down arrow 330.Kyoto TycoonKey-value0.36+0.18+0.31
336.336.down arrow 311.SparkseeGraph0.35+0.13+0.25
337.up arrow 338.up arrow 351.SiaqodbObject oriented0.35+0.13+0.34
338.up arrow 351.down arrow 310.QuasardbTime Series0.35+0.15+0.24
339.down arrow 337.up arrow 354.EloqueraObject oriented0.33+0.11+0.33
340.down arrow 323.Tigris detailed informationDetailed vendor-provided information availableMulti-model infoDocument store,
Key-value store,
Search engine,
Time Series DBMS		0.33+0.07
341.up arrow 345.down arrow 329.BigObjectRelational0.32+0.12+0.27
342.up arrow 371.up arrow 354.TomP2PKey-value0.31+0.16+0.31
343.down arrow 335.up arrow 354.HyperLevelDBKey-value0.31+0.09+0.31
344.down arrow 339.down arrow 335.H2GISSpatial DBMS, Multi-model infoSpatial DBMS,
Relational DBMS		0.31+0.09+0.28
345.up arrow 348.down arrow 309.LinterRelational, Multi-model infoRelational DBMS,
Spatial DBMS		0.29+0.09+0.18
346.down arrow 345.down arrow 344.BluefloodTime Series0.29+0.09+0.28
347.up arrow 362.down arrow 331.SenseiDBDocument0.29+0.12+0.25
348.down arrow 332.down arrow 258.Alibaba Cloud Table StoreWide column0.28+0.05-0.11
349.up arrow 375.Fujitsu Enterprise Postgres detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS,
Document store,
Spatial DBMS		0.28+0.15
350.down arrow 325.down arrow 268.Tibco ComputeDBRelational0.27+0.03-0.06
351.down arrow 331.up arrow 354.RaptorDBDocument0.27+0.03+0.27
352.down arrow 340.down arrow 328.AcebaseDocument0.26+0.05+0.20
353.up arrow 368.SkytableKey-value0.26+0.10
354.up arrow 376.354.SiteWhereTime Series0.26+0.14+0.26
355.down arrow 344.down arrow 339.LedisDBKey-value0.26+0.06+0.24
356.down arrow 345.down arrow 354.WhiteDBDocument0.26+0.05+0.26
357.down arrow 341.AntDB detailed informationDetailed vendor-provided information availableRelational0.26+0.04
358.down arrow 350.down arrow 354.TerarkDBKey-value0.25+0.05+0.25
359.up arrow 361.down arrow 337.ToroDBDocument0.25+0.08+0.22
360.down arrow 352.down arrow 340.Hawkular MetricsTime Series0.24+0.05+0.22
361.down arrow 353.down arrow 343.JethroDataRelational0.24+0.05+0.23
361.down arrow 353.down arrow 336.VelocityDBMulti-model infoGraph DBMS,
Object oriented DBMS		0.24+0.05+0.21
363.down arrow 355.down arrow 354.XTDBDocument0.24+0.06+0.24
364.down arrow 327.down arrow 354.Edge IntelligenceRelational0.240.00+0.24
365.down arrow 364.down arrow 347.NosDBDocument0.24+0.07+0.23
366.366.down arrow 266.Faircom DB detailed informationDetailed vendor-provided information availableMulti-model infoKey-value store,
Relational DBMS		0.24+0.07-0.10
367.367.down arrow 333.Transwarp KunDBRelational0.24+0.07+0.20
368.down arrow 357.GreptimeDB detailed informationDetailed vendor-provided information availableTime Series0.24+0.06
369.down arrow 359.down arrow 354.ActorDBRelational0.23+0.06+0.23
370.down arrow 360.down arrow 354.OrigoDBMulti-model infoDocument store,
Object oriented DBMS		0.23+0.06+0.23
371.up arrow 373.down arrow 242.IBM Db2 Event StoreMulti-model infoEvent Store,
Time Series DBMS		0.22+0.09-0.27
372.down arrow 369.down arrow 353.iBoxDBDocument0.22+0.06+0.22
373.down arrow 372.down arrow 288.EsgynDBRelational0.22+0.08+0.01
374.down arrow 365.down arrow 277.Alibaba Cloud TSDBTime Series0.21+0.04-0.04
375.down arrow 356.DragonflyKey-value0.21+0.03
376.down arrow 362.down arrow 354.SiriDBTime Series0.21+0.04+0.21
377.down arrow 374.down arrow 306.BadgerKey-value0.16+0.03+0.04
378.up arrow 392.down arrow 354.NSDbTime Series0.16+0.16+0.16
379.379.down arrow 354.IndicaSearch engine0.15+0.08+0.15
380.down arrow 378.down arrow 338.InfinityDBKey-value0.12+0.05+0.10
381.up arrow 382.down arrow 291.Warp 10Time Series0.10+0.06-0.09
382.down arrow 380.down arrow 320.OushuDBRelational0.10+0.03+0.02
383.down arrow 377.DataFSObject oriented, Multi-model infoObject oriented DBMS,
Graph DBMS		0.090.00
384.up arrow 392.down arrow 354.Cachelot.ioKey-value0.09+0.09+0.09
385.up arrow 392.PieCloudDBRelational0.07+0.07
386.down arrow 381.down arrow 322.AgensGraphMulti-model infoGraph DBMS,
Relational DBMS		0.060.00-0.01
387.up arrow 388.down arrow 342.WakandaDBObject oriented0.05+0.04+0.03
388.up arrow 392.down arrow 354.GalaxybaseGraph0.04+0.04+0.04
389.down arrow 384.down arrow 312.ScaleOut StateServerKey-value0.03+0.01-0.08
390.390.down arrow 304.Faircom EDGEMulti-model infoKey-value store,
Relational DBMS		0.03+0.03-0.10
391.down arrow 383.down arrow 308.SmallSQLRelational0.03+0.01-0.09
392.392.down arrow 354.NewtsTime Series0.02+0.02+0.02
393.down arrow 385.down arrow 323.SparkleDBRDF0.02+0.00-0.06
394.down arrow 386.down arrow 354.Resin CacheKey-value0.01+0.00+0.01
395.down arrow 387.down arrow 350.SWC-DBWide column, Multi-model infoWide column store,
Time Series DBMS		0.01+0.00+0.01
396.down arrow 389.down arrow 354.JaguarDBKey-value0.01+0.01+0.01
397.down arrow 391.down arrow 341.SwayDBKey-value0.00+0.00-0.02
398.down arrow 392.down arrow 354.BergDBKey-value0.00±0.00±0.00
398.down arrow 392.down arrow 354.CortexDBMulti-model infoDocument store,
Key-value store		0.00±0.00±0.00
398.down arrow 392.down arrow 354.CovenantSQLRelational0.00±0.00±0.00
398.down arrow 392.down arrow 354.DaggerDBRelational0.00±0.00±0.00
398.down arrow 392.down arrow 354.EdgelessDBRelational0.00±0.00±0.00
398.down arrow 392.down arrow 354.HeliumKey-value0.00±0.00±0.00
398.down arrow 392.down arrow 318.HGraphDBGraph0.00±0.00-0.09
398.down arrow 392.down arrow 352.JasDBDocument0.00±0.00-0.01
398.down arrow 392.down arrow 354.K-DBRelational0.00±0.00±0.00
398.down arrow 392.down arrow 354.RizhiyiSearch engine, Multi-model infoSearch engine,
Time Series DBMS		0.00±0.00±0.00
398.down arrow 392.down arrow 354.Sadas EngineRelational0.00±0.00±0.00
398.down arrow 392.down arrow 354.searchxmlMulti-model infoNative XML DBMS,
Search engine		0.00±0.00±0.00
398.down arrow 392.down arrow 354.SpaceTimeSpatial DBMS, Multi-model infoSpatial DBMS,
Relational DBMS		0.00±0.00±0.00
398.down arrow 392.down arrow 354.TkrzwKey-value0.00±0.00±0.00
398.down arrow 392.down arrow 334.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS,
Search engine		0.00±0.00-0.03
398.down arrow 392.down arrow 354.Transwarp StellarDBGraph0.00±0.00±0.00
398.down arrow 392.down arrow 354.YaacomoRelational0.00±0.00±0.00
398.down arrow 392.down arrow 354.YanzaTime Series0.00±0.00±0.00

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Ottawa, Canada
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31 May 2023


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