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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.

434 systems in ranking, July 2026
RankDBMSDatabase ModelScore
Jul
2026		Jun
2026		Jul
2025		Jul
2026		Jun
2026		Jul
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1132.37-7.67-84.69
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		846.46-9.83-94.27
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		698.96+0.92-72.18
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		687.80-0.43+6.92
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		386.62-1.36-17.22
6.6.6.SnowflakeRelational216.06+1.49+39.89
7.7.up arrow 12.DatabricksMulti-model infoDocument store
Relational DBMS		164.08+6.50+56.04
8.8.down arrow 7.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		153.81+3.79+4.09
9.9.down arrow 8.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		112.99-0.54-14.52
10.10.up arrow 11.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS		103.06+0.08-5.70
11.11.down arrow 10.SQLiteRelational94.77-0.67-20.67
12.12.down arrow 9.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		94.32-0.33-24.51
13.13.13.MariaDBRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		80.06-1.16-15.38
14.14.up arrow 16.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		74.56-0.36-1.95
15.up arrow 16.up arrow 18.SplunkSearch engine72.39+1.18+2.87
16.down arrow 15.up arrow 17.Apache HiveRelational70.84-0.70-4.90
17.17.down arrow 14.Microsoft AccessRelational65.35+0.44-25.12
18.18.down arrow 15.Amazon DynamoDBMulti-model infoDocument store
Key-value store		55.92-1.97-28.23
19.19.19.Google BigQueryRelational53.08+0.67-11.11
20.20.20.Neo4jGraph50.49+1.08-4.15
21.up arrow 22.up arrow 24.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.71+0.24+0.18
22.down arrow 21.down arrow 21.Apache SolrSearch engine, Multi-model infoSearch engine
Spatial DBMS		32.63-0.95-1.54
23.23.23.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.97+0.62-1.33
24.24.down arrow 22.FileMakerRelational29.52+0.97-4.17
25.25.25.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		25.32+0.35-2.33
26.26.up arrow 30.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		25.27+0.97+6.73
27.27.down arrow 26.Apache Spark (SQL)Relational22.58+0.13-1.22
28.28.up arrow 31.PostGISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		22.11+0.03+3.73
29.up arrow 30.down arrow 28.InfluxDBTime Series, Multi-model infoTime Series DBMS
Spatial DBMS		21.38-0.22-1.27
30.down arrow 29.down arrow 29.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		21.23-0.43-0.45
31.up arrow 32.up arrow 32.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS		21.18+0.76+3.88
32.down arrow 31.down arrow 27.Apache HBaseWide column20.23-0.71-2.49
33.33.Microsoft FabricRelational18.59+0.44
34.34.down arrow 33.FirebirdRelational18.21+0.50+1.19
35.35.up arrow 37.Microsoft Azure Synapse AnalyticsRelational16.59-0.02+2.15
36.up arrow 37.36.Amazon RedshiftRelational16.44+0.92+1.79
37.down arrow 36.up arrow 38.Firebase Realtime DatabaseDocument15.92+0.39+1.58
38.up arrow 39.down arrow 34.MemcachedKey-value14.03+0.93-2.34
39.down arrow 38.down arrow 35.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.43-0.04-1.25
40.up arrow 41.up arrow 41.Apache FlinkRelational11.19+0.59-1.24
41.down arrow 40.down arrow 40.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		10.92-0.08-1.83
42.42.up arrow 47.DuckDBRelational10.41+0.12+3.26
43.up arrow 44.up arrow 45.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.64+0.03+2.12
44.down arrow 43.down arrow 39.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		9.23-0.53-3.74
45.up arrow 46.up arrow 48.PrometheusTime Series9.20+0.24+2.08
46.down arrow 45.down arrow 43.Google Cloud FirestoreDocument9.13+0.09+1.01
47.up arrow 48.up arrow 65.PineconeVector9.12+0.50+4.83
48.up arrow 50.up arrow 52.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		8.40+0.34+1.51
49.down arrow 47.down arrow 42.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		8.25-0.50-1.16
50.up arrow 51.50.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		8.11+0.82+1.01
51.down arrow 49.down arrow 44.dBASERelational7.69-0.50+0.07
52.52.down arrow 51.etcdKey-value7.29+0.27+0.40
53.53.up arrow 59.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.24+0.23+1.97
54.54.up arrow 55.AlgoliaSearch engine7.18+0.35+1.12
55.up arrow 56.up arrow 78.MilvusVector6.67+0.30+3.31
56.up arrow 58.down arrow 54.RealmDocument6.63+0.34+0.18
57.down arrow 55.down arrow 53.NetezzaRelational6.53-0.21-0.22
58.down arrow 57.58.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS		6.28-0.05+1.01
59.59.down arrow 56.PrestoRelational6.18+0.07+0.13
60.up arrow 64.up arrow 99.QdrantVector6.03+0.45+3.49
61.up arrow 63.down arrow 57.SphinxSearch engine6.02+0.12+0.40
62.down arrow 61.down arrow 49.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.01-0.06-1.11
63.down arrow 62.up arrow 69.TimescaleDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Relational DBMS		5.90-0.13+2.13
64.down arrow 60.down arrow 46.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		5.76-0.33-1.40
65.65.up arrow 113.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		5.03-0.38+2.96
66.66.66.ScyllaDBWide column, Multi-model infoWide column store
Key-value store		4.94+0.21+0.96
67.up arrow 70.up arrow 111.WeaviateVector4.86+0.31+2.72
68.68.down arrow 61.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.71+0.10-0.33
69.up arrow 71.down arrow 64.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.		4.62+0.46+0.27
70.down arrow 69.down arrow 60.Oracle EssbaseRelational4.53-0.05-0.58
71.down arrow 67.down arrow 63.GraphiteTime Series4.51-0.14+0.10
72.up arrow 77.down arrow 62.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.97+0.26-1.03
73.up arrow 75.down arrow 68.Apache JackrabbitContent3.86+0.07+0.03
74.up arrow 76.up arrow 84.RocksDBKey-value3.84+0.08+0.72
75.down arrow 72.down arrow 67.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		3.78-0.24-0.15
76.up arrow 82.down arrow 73.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.77+0.28+0.24
77.up arrow 81.up arrow 162.Alibaba Cloud PolarDBRelational3.68+0.17+2.44
78.down arrow 74.up arrow 79.InterbaseRelational3.67-0.21+0.35
79.down arrow 73.down arrow 71.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.64-0.31+0.01
80.up arrow 85.up arrow 87.SAP SQL AnywhereRelational3.62+0.17+0.64
81.down arrow 80.up arrow 88.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.54+0.02+0.71
82.up arrow 83.down arrow 76.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.54+0.06+0.13
83.down arrow 78.down arrow 82.QuestDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.46-0.19+0.22
84.down arrow 79.down arrow 74.OpenEdgeRelational3.42-0.13-0.09
85.down arrow 84.down arrow 72.Google Cloud DatastoreDocument3.36-0.09-0.18
86.86.down arrow 70.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.34+0.19-0.31
87.up arrow 88.down arrow 77.IngresRelational3.13+0.03-0.25
88.up arrow 90.down arrow 81.Riak KVKey-value3.12+0.04-0.12
89.down arrow 87.down arrow 86.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.12-0.03+0.10
90.up arrow 92.up arrow 115.ChromaVector3.03+0.07+1.03
91.91.down arrow 85.Apache DerbyRelational3.03-0.01-0.07
92.up arrow 93.down arrow 75.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.98+0.09-0.47
93.up arrow 95.up arrow 138.TDengineTime Series, Multi-model infoTime Series DBMS
Relational DBMS		2.91+0.10+1.36
94.down arrow 89.down arrow 80.EhcacheKey-value2.82-0.26-0.49
95.down arrow 94.down arrow 90.Google Cloud SpannerRelational2.81-0.01+0.10
96.96.down arrow 93.Microsoft Azure Table StorageWide column2.76-0.03+0.15
97.97.down arrow 83.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.76-0.01-0.37
98.98.down arrow 95.AdabasMultivalue2.75+0.01+0.17
99.up arrow 100.up arrow 104.Amazon NeptuneMulti-model infoGraph DBMS
RDF store		2.67+0.04+0.32
100.up arrow 102.up arrow 102.GemFireKey-value, Multi-model infoKey-value store
Document store		2.57+0.02+0.06
101.down arrow 99.down arrow 89.HyperSQLRelational2.56-0.07-0.15
102.up arrow 106.up arrow 142.ValkeyKey-value2.55+0.07+1.08
103.up arrow 108.up arrow 110.Apache AccumuloWide column2.54+0.10+0.33
104.down arrow 101.down arrow 91.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.52-0.08-0.13
105.down arrow 103.down arrow 92.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.49-0.01-0.15
106.down arrow 104.down arrow 97.Google Cloud BigtableMulti-model infoKey-value store
Wide column store		2.47-0.03-0.09
107.107.down arrow 105.Apache Jena - TDBRDF2.47-0.01+0.13
108.down arrow 105.down arrow 98.GraphDBMulti-model infoGraph DBMS
RDF store		2.45-0.05-0.09
109.109.down arrow 101.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.39-0.04-0.13
110.up arrow 111.down arrow 96.IBM CloudantDocument2.34-0.04-0.23
111.up arrow 113.down arrow 106.SAP IQRelational2.280.00-0.05
112.down arrow 110.down arrow 107.CoveoSearch engine2.28-0.11-0.03
113.up arrow 118.down arrow 103.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.27+0.20-0.07
114.down arrow 112.down arrow 94.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.26-0.02-0.32
115.down arrow 114.down arrow 109.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.20-0.01-0.09
116.up arrow 138.up arrow 148.Apache IoTDBTime Series2.18+0.43+0.75
117.down arrow 116.up arrow 120.CitusRelational, Multi-model infoRelational DBMS
Document store		2.12-0.03+0.22
118.up arrow 119.up arrow 125.Apache PhoenixRelational2.04-0.02+0.21
119.down arrow 117.down arrow 114.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.04-0.04+0.01
120.up arrow 135.up arrow 204.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		2.04+0.23+1.22
121.down arrow 120.up arrow 150.GBaseRelational2.04-0.02+0.64
122.122.down arrow 116.4DRelational2.03+0.05+0.11
123.down arrow 115.up arrow 129.CloudKitDocument2.02-0.14+0.24
124.down arrow 121.down arrow 108.UniData,UniVerseMultivalue1.99-0.01-0.29
125.down arrow 123.up arrow 128.StardogMulti-model infoGraph DBMS
RDF store		1.97+0.02+0.18
126.down arrow 124.down arrow 124.Amazon DocumentDBDocument1.92-0.01+0.08
127.down arrow 126.down arrow 126.Amazon CloudSearchSearch engine1.92+0.02+0.09
128.down arrow 125.up arrow 131.LMDBKey-value1.900.00+0.18
129.129.down arrow 117.Percona Server for MySQLRelational1.86+0.00-0.05
130.130.down arrow 119.InfinispanKey-value1.83-0.01-0.08
131.up arrow 132.down arrow 118.LevelDBKey-value1.82-0.01-0.08
132.down arrow 128.up arrow 149.TigerGraphGraph1.82-0.05+0.39
133.down arrow 127.down arrow 130.JanusGraphGraph1.82-0.08+0.09
134.down arrow 133.down arrow 123.PouchDBDocument1.80-0.02-0.09
135.down arrow 134.down arrow 121.MaxDBRelational1.79-0.02-0.11
136.up arrow 137.down arrow 100.MemgraphGraph1.79+0.03-0.73
137.down arrow 131.down arrow 112.NebulaGraphGraph1.76-0.07-0.33
138.up arrow 143.up arrow 147.SpatiaLiteSpatial, Multi-model infoSpatial DBMS
Relational DBMS		1.75+0.09+0.31
139.up arrow 140.down arrow 127.Apache DrillMulti-model infoDocument store
Relational DBMS		1.72-0.01-0.06
140.up arrow 144.down arrow 136.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.67+0.05+0.07
141.141.down arrow 140.VictoriaMetrics detailed informationDetailed vendor-provided information availableTime Series1.66-0.06+0.11
142.142.up arrow 177.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.64-0.02+0.56
143.down arrow 139.up arrow 158.StarRocksRelational1.61-0.13+0.30
144.up arrow 145.down arrow 134.Oracle CoherenceKey-value1.60-0.01-0.06
145.up arrow 146.145.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.60+0.02+0.16
146.up arrow 152.down arrow 135.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.56+0.02-0.04
147.up arrow 153.up arrow 153.IMSNavigational1.56+0.04+0.20
148.down arrow 147.down arrow 133.Amazon SimpleDBKey-value1.54-0.02-0.13
149.up arrow 150.down arrow 143.DatomicRelational1.54-0.02+0.09
150.down arrow 149.down arrow 132.Oracle Berkeley DBMulti-model infoKey-value store
Native XML DBMS		1.54-0.02-0.15
151.151.up arrow 185.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.54-0.01+0.51
152.down arrow 136.down arrow 141.EXASOLRelational1.52-0.28+0.02
153.up arrow 155.down arrow 139.RRDtoolTime Series1.48-0.02-0.06
154.154.down arrow 122.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Key-value store
Relational DBMS		1.46-0.05-0.44
155.up arrow 158.up arrow 182.SurrealDBMulti-model infoDocument store
Graph DBMS		1.45+0.04+0.40
156.down arrow 148.up arrow 163.MeilisearchMulti-model infoSearch engine
Vector DBMS		1.44-0.12+0.20
157.157.down arrow 151.BaseXNative XML1.42+0.01+0.03
158.down arrow 156.down arrow 146.OpenTSDBTime Series1.42-0.03-0.02
159.up arrow 160.down arrow 155.D3Multivalue1.41+0.02+0.08
160.down arrow 159.down arrow 152.jBASEMultivalue1.38-0.02+0.00
161.161.down arrow 157.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.34-0.05+0.02
162.up arrow 163.down arrow 161.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.30+0.02+0.05
163.up arrow 164.down arrow 156.GeodeKey-value1.280.00-0.05
164.up arrow 170.down arrow 137.HFSQLRelational1.27+0.07-0.30
165.165.down arrow 154.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.27-0.01-0.07
166.down arrow 162.down arrow 159.Amazon TimestreamTime Series1.26-0.03-0.04
167.down arrow 166.down arrow 166.DgraphGraph1.25-0.01+0.05
168.down arrow 167.down arrow 160.EmpressRelational1.25+0.01-0.03
169.down arrow 168.down arrow 165.Actian NoSQL DatabaseObject oriented1.24+0.02+0.02
170.down arrow 169.down arrow 164.VoltDBRelational1.21+0.00-0.01
171.up arrow 176.up arrow 186.Apache KylinRelational1.18+0.03+0.15
172.down arrow 171.up arrow 176.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS		1.17-0.01+0.08
173.up arrow 180.ArcTime Series1.17+0.06
174.up arrow 175.up arrow 195.TypesenseSearch engine1.17+0.00+0.29
175.down arrow 173.down arrow 172.MnesiaDocument1.15-0.030.00
176.up arrow 177.down arrow 174.Db4oObject oriented1.150.00+0.04
177.down arrow 172.down arrow 169.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.13-0.05-0.05
178.178.down arrow 170.IBM Db2 warehouseRelational1.120.00-0.05
179.179.up arrow 183.LiteDBDocument1.12+0.01+0.07
180.up arrow 182.up arrow 187.Amazon KeyspacesWide column1.10+0.00+0.09
182.down arrow 181.down arrow 167.ObjectStoreObject oriented1.09-0.01-0.10
183.up arrow 197.up arrow 191.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		1.07+0.18+0.16
184.down arrow 183.down arrow 144.TiberoRelational1.07+0.00-0.39
185.down arrow 174.up arrow 188.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.05-0.12+0.09
186.down arrow 184.down arrow 173.TimesTenRelational1.05-0.02-0.08
187.down arrow 185.down arrow 171.DatameerDocument1.04-0.02-0.13
188.down arrow 186.down arrow 168.SQLBaseRelational1.040.00-0.15
189.down arrow 188.down arrow 175.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.03+0.01-0.07
190.down arrow 189.down arrow 181.GiraphGraph1.01-0.01-0.05
191.up arrow 194.down arrow 178.Alibaba Cloud MaxComputeRelational0.99+0.08-0.08
192.down arrow 190.up arrow 231.DoltRelational, Multi-model infoRelational DBMS
Document store		0.99-0.02+0.38
193.down arrow 191.down arrow 190.NonStop SQLRelational0.96-0.01+0.02
194.up arrow 196.up arrow 198.VespaMulti-model infoSearch engine
Vector DBMS		0.94+0.03+0.07
195.down arrow 192.up arrow 213.XapianSearch engine0.93-0.02+0.19
196.down arrow 195.down arrow 194.GT.MKey-value0.900.00+0.01
197.up arrow 204.down arrow 180.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.89+0.06-0.18
198.up arrow 199.down arrow 196.DataEaseRelational0.88+0.01+0.01
199.down arrow 193.down arrow 179.mSQLRelational0.87-0.05-0.20
200.up arrow 202.200.M3DBTime Series0.87+0.01+0.01
201.down arrow 198.down arrow 192.Apache HAWQRelational0.86-0.02-0.06
202.down arrow 201.down arrow 189.Oracle RdbRelational0.83-0.02-0.14
203.down arrow 200.down arrow 202.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.82-0.03-0.01
204.down arrow 203.down arrow 184.CubridRelational0.81-0.03-0.23
205.205.down arrow 199.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.80+0.02-0.05
206.up arrow 208.down arrow 193.IDMSNavigational0.750.00-0.16
207.up arrow 210.up arrow 226.SednaNative XML0.75+0.00+0.12
208.up arrow 209.down arrow 197.AltibaseRelational0.740.00-0.13
209.down arrow 206.down arrow 203.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.74-0.04-0.09
210.down arrow 207.up arrow 218.RisingWaveRelational0.73-0.04+0.02
211.up arrow 213.down arrow 205.NuoDBRelational0.73+0.00-0.09
212.up arrow 219.up arrow 219.KeyDBKey-value0.72+0.03+0.02
213.down arrow 212.up arrow 217.GeoMesaSpatial0.72-0.01+0.00
214.214.down arrow 210.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.720.00-0.03
215.up arrow 218.down arrow 209.YellowbrickRelational0.71+0.02-0.04
216.down arrow 215.down arrow 215.BlazegraphMulti-model infoGraph DBMS
RDF store		0.70-0.01-0.03
217.217.up arrow 222.ZODBKey-value0.700.00+0.01
218.down arrow 216.down arrow 206.InfobrightRelational0.70-0.01-0.11
219.up arrow 220.down arrow 212.BigchainDBDocument0.68-0.01-0.06
220.up arrow 221.down arrow 216.Model 204Multivalue0.67-0.01-0.05
221.up arrow 223.up arrow 256.Apache SedonaSpatial0.65-0.02+0.22
222.up arrow 224.down arrow 211.MatrixOneRelational0.63-0.02-0.11
223.up arrow 227.223.Actian VectorRelational0.62+0.01-0.06
224.up arrow 225.down arrow 208.SciDBMultivalue0.62-0.01-0.13
225.down arrow 222.down arrow 224.RDF4JRDF0.62-0.05-0.02
226.up arrow 228.up arrow 233.Graph EngineMulti-model infoGraph DBMS
Key-value store		0.62+0.00+0.02
227.down arrow 226.down arrow 221.eXist-dbNative XML0.610.00-0.07
228.up arrow 229.down arrow 214.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.61+0.01-0.13
229.up arrow 230.down arrow 220.Datacom/DBRelational0.60+0.00-0.08
230.up arrow 231.230.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.590.00-0.02
231.up arrow 238.up arrow 262.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.58+0.03+0.17
232.232.down arrow 227.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.57-0.01-0.05
233.up arrow 235.up arrow 237.R:BASERelational0.570.00-0.01
234.234.down arrow 228.SQream DBRelational0.56-0.01-0.06
235.down arrow 211.down arrow 207.FireboltRelational0.56-0.18-0.24
236.down arrow 233.up arrow 249.Apache PinotRelational0.56-0.02+0.07
237.237.up arrow 247.DragonflyKey-value0.550.00+0.05
238.up arrow 239.down arrow 229.BoltDBKey-value0.54+0.00-0.08
239.down arrow 236.down arrow 225.Objectivity/DBObject oriented0.54-0.01-0.09
240.up arrow 241.up arrow 243.Splice MachineRelational0.54+0.000.00
241.up arrow 243.down arrow 232.DBISAMRelational0.54+0.01-0.07
242.242.down arrow 234.1010dataRelational0.53+0.00-0.05
243.down arrow 240.down arrow 236.solidDBRelational0.53-0.01-0.04
244.244.down arrow 241.ObjectDBObject oriented0.52+0.00-0.02
245.245.up arrow 274.PerstObject oriented0.52+0.01+0.18
246.246.down arrow 235.KairosDBTime Series0.500.00-0.08
247.up arrow 248.down arrow 245.Percona Server for MongoDBDocument0.48+0.01-0.03
248.up arrow 257.up arrow 281.Northgate RealityMultivalue0.48+0.06+0.19
249.down arrow 247.down arrow 242.ITTIATime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.48-0.01-0.06
250.up arrow 253.up arrow 258.ScalarisKey-value0.47+0.03+0.06
251.up arrow 261.down arrow 240.Alibaba Cloud Log ServiceSearch engine0.46+0.05-0.09
252.252.down arrow 248.atotiObject oriented0.450.00-0.05
253.up arrow 254.down arrow 250.NexusDBRelational0.44+0.00-0.04
254.down arrow 249.down arrow 239.FrontBaseRelational0.44-0.02-0.11
255.down arrow 251.down arrow 201.eXtremeDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.44-0.02-0.39
256.down arrow 250.up arrow 275.Kyligence EnterpriseRelational0.44-0.03+0.10
257.down arrow 256.up arrow 259.ScaleArcRelational0.42+0.00+0.01
258.up arrow 274.down arrow 253.SQL.JSRelational0.42+0.08-0.04
259.259.down arrow 251.WebSphere eXtreme ScaleKey-value0.42+0.00-0.07
260.260.down arrow 244.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.10
261.down arrow 258.down arrow 252.MapDBKey-value0.420.00-0.04
262.down arrow 255.down arrow 255.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.40-0.03-0.04
263.up arrow 268.up arrow 271.Cloudflare Workers KVKey-value0.40+0.03+0.02
264.down arrow 263.up arrow 266.OpenInsightMultivalue0.39+0.00+0.00
265.up arrow 267.down arrow 263.Deep LakeVector0.39+0.02-0.01
266.down arrow 264.down arrow 257.GemStone/SObject oriented0.380.00-0.04
267.down arrow 266.up arrow 282.ElassandraWide column, Multi-model infoWide column store
Search engine		0.370.00+0.09
268.down arrow 262.down arrow 238.Apache DorisRelational0.36-0.03-0.20
269.269.up arrow 293.Alibaba Cloud TSDBTime Series0.36+0.00+0.09
270.up arrow 276.up arrow 272.HibariKey-value0.35+0.020.00
271.down arrow 265.down arrow 268.RaptorDBDocument0.35-0.03-0.02
272.down arrow 270.up arrow 276.Comdb2Relational0.35+0.00+0.01
273.273.273.MarqoSearch engine0.35+0.00+0.01
274.down arrow 272.down arrow 246.HarperDocument0.34-0.01-0.17
275.down arrow 271.down arrow 267.CnosDBTime Series0.33-0.01-0.05
276.down arrow 275.down arrow 254.VistaDBRelational0.33-0.01-0.12
277.277.down arrow 265.LokiJSDocument0.330.00-0.06
278.278.down arrow 264.AlaSQLMulti-model infoDocument store
Relational DBMS		0.320.00-0.07
279.up arrow 280.up arrow 336.Actian PSQLRelational0.32+0.01+0.19
280.up arrow 290.280.DatabendRelational0.31+0.05+0.01
281.up arrow 286.down arrow 260.SearchBloxSearch engine0.30+0.02-0.11
282.down arrow 279.down arrow 269.RasdamanMultivalue0.30-0.02-0.08
283.283.up arrow 309.Mimer SQLRelational0.30+0.01+0.10
284.up arrow 285.down arrow 283.StarcounterObject oriented0.29+0.00+0.00
285.down arrow 282.up arrow 321.FalkorDBGraph0.28-0.01+0.12
286.down arrow 284.down arrow 261.FlureeGraph0.28-0.01-0.12
287.down arrow 281.down arrow 270.SequoiadbMulti-model infoDocument store
Relational DBMS		0.28-0.02-0.09
288.288.down arrow 279.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.27+0.00-0.03
289.down arrow 287.up arrow 290.InfiniteGraphGraph0.270.000.00
290.down arrow 289.down arrow 284.StrabonRDF0.27+0.00-0.01
291.up arrow 302.up arrow 338.MulgaraRDF0.27+0.04+0.14
292.292.up arrow 334.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine
Time Series DBMS
Vector DBMS		0.27+0.02+0.13
293.up arrow 296.down arrow 278.FeatureBaseRelational0.26+0.02-0.05
294.down arrow 293.down arrow 288.BrytlytRelational0.25+0.00-0.03
295.down arrow 291.down arrow 287.OpenQMMultivalue0.24-0.01-0.04
296.down arrow 294.down arrow 285.Project VoldemortKey-value0.240.00-0.04
297.up arrow 309.down arrow 291.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.23+0.02-0.04
298.up arrow 306.up arrow 343.Kyoto TycoonKey-value0.23+0.01+0.14
299.down arrow 298.up arrow 304.RedStoreRDF0.23+0.00+0.01
300.down arrow 297.down arrow 299.ValdVector0.230.00-0.01
301.down arrow 299.down arrow 294.Manticore SearchSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.23-0.01-0.03
302.up arrow 303.up arrow 361.Tokyo TyrantKey-value0.22+0.00+0.18
303.down arrow 301.up arrow 313.PieCloudDBRelational0.220.00+0.03
304.down arrow 300.down arrow 277.ModeShapeContent0.22-0.01-0.09
305.305.up arrow 308.XTDBDocument0.22+0.00+0.02
306.up arrow 308.down arrow 305.Actian FastObjectsObject oriented0.22+0.00+0.00
307.307.down arrow 289.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.220.00-0.06
308.up arrow 310.down arrow 286.YTsaurusMulti-model infoDocument store
Key-value store		0.21+0.00-0.07
309.down arrow 304.down arrow 292.RDFoxMulti-model infoGraph DBMS
RDF store
Relational DBMS		0.21-0.01-0.06
310.down arrow 295.down arrow 298.ImmudbKey-value, Multi-model infoKey-value store
Relational DBMS		0.19-0.04-0.05
311.311.up arrow 312.PipelineDBRelational0.19-0.010.00
312.up arrow 314.up arrow 327.NEventStoreEvent0.190.00+0.04
313.313.down arrow 301.4storeRDF0.19-0.01-0.05
314.up arrow 315.down arrow 300.AxibaseTime Series0.18+0.00-0.06
315.up arrow 316.down arrow 306.YottaDBKey-value, Multi-model infoKey-value store
Relational DBMS		0.18+0.00-0.03
316.down arrow 312.down arrow 296.AnzoGraph DBMulti-model infoGraph DBMS
RDF store		0.18-0.02-0.07
317.317.317.TransLatticeRelational0.18+0.00+0.00
318.318.up arrow 320.Warp 10Time Series0.17+0.00+0.00
319.up arrow 322.down arrow 302.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.170.00-0.06
320.up arrow 321.down arrow 295.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.160.00-0.09
321.down arrow 320.down arrow 303.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.15-0.02-0.08
322.up arrow 324.up arrow 329.BigObjectRelational0.15+0.00+0.01
323.up arrow 325.up arrow 328.XtremeDataRelational0.15+0.00+0.00
324.up arrow 329.up arrow 389.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.15+0.01+0.15
325.down arrow 323.down arrow 324.Tibco ComputeDBRelational0.15-0.01-0.01
326.326.up arrow 330.EsgynDBRelational0.14+0.00+0.00
327.327.up arrow 332.ElevateDBRelational0.14+0.00+0.00
328.328.up arrow 333.GreptimeDBMulti-model infoTime Series, Observability
Time Series DBMS		0.140.000.00
329.up arrow 330.down arrow 319.Apache HugeGraphGraph0.130.00-0.04
330.up arrow 332.down arrow 307.TajoRelational0.130.00-0.08
331.331.down arrow 314.IBM Db2 Event StoreMulti-model infoEvent Store
Time Series DBMS		0.13-0.01-0.06
332.down arrow 319.down arrow 297.Valentina ServerRelational0.13-0.04-0.12
333.333.down arrow 311.RedlandRDF0.12-0.01-0.07
334.334.down arrow 323.UltipaGraph0.12+0.00-0.04
335.335.down arrow 310.QuasardbRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.12+0.00-0.08
336.up arrow 338.down arrow 315.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.12+0.01-0.07
337.337.down arrow 335.HyperGraphDBGraph0.12+0.00-0.01
338.down arrow 336.down arrow 326.Riak TSTime Series0.110.00-0.04
339.up arrow 340.up arrow 389.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.11+0.00+0.11
340.up arrow 344.up arrow 344.SparkseeGraph0.10+0.00+0.01
341.up arrow 345.down arrow 316.LovefieldRelational0.10+0.00-0.08
342.up arrow 346.down arrow 340.FlockDBGraph0.10+0.00-0.03
343.down arrow 341.down arrow 325.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.10-0.01-0.06
344.down arrow 343.down arrow 337.SpeedbKey-value0.10-0.01-0.03
345.up arrow 348.down arrow 322.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.09+0.01-0.07
346.down arrow 342.down arrow 318.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.09-0.01-0.08
347.347.down arrow 331.BadgerKey-value0.08+0.00-0.06
348.up arrow 350.up arrow 351.ExorbyteSearch engine0.08+0.00+0.01
349.up arrow 352.349.SiteWhereTime Series0.07+0.00+0.00
350.up arrow 353.350.ScaleOut StateServerKey-value0.07+0.00+0.00
351.up arrow 356.down arrow 345.Alibaba Cloud Table StoreWide column0.07+0.00-0.03
352.down arrow 351.down arrow 341.GraphBaseGraph0.07-0.01-0.06
353.up arrow 355.up arrow 358.CubicWebRDF0.07+0.00+0.01
354.down arrow 349.down arrow 339.EJDBDocument0.06-0.02-0.07
355.up arrow 357.down arrow 353.BluefloodTime Series0.06+0.00-0.01
355.up arrow 357.up arrow 356.EllipticsKey-value0.06+0.00+0.00
357.down arrow 354.up arrow 374.KuzuGraph0.06-0.01+0.04
358.up arrow 360.up arrow 360.SenseiDBDocument0.05+0.00+0.00
360.down arrow 359.VictoriaLogs detailed informationDetailed vendor-provided information availableSearch engine0.05-0.01
361.up arrow 362.up arrow 389.IndicaSearch engine0.04+0.00+0.04
362.down arrow 361.Forge (IRONdb)Time Series0.04-0.01
362.up arrow 363.down arrow 347.Machbase NeoTime Series0.04+0.00-0.04
362.up arrow 363.up arrow 364.NosDBDocument0.04+0.00+0.00
362.up arrow 363.up arrow 368.STSdbKey-value0.04+0.00+0.01
366.366.up arrow 367.WakandaDBObject oriented0.03+0.00+0.00
367.367.up arrow 370.Sadas EngineRelational0.03+0.00+0.01
368.368.down arrow 342.JadeObject oriented0.030.00-0.06
369.369.down arrow 364.JethroDataRelational0.03+0.00-0.01
370.up arrow 371.down arrow 369.HeroicTime Series0.02+0.000.00
371.up arrow 372.371.Hawkular MetricsTime Series0.02+0.00+0.00
372.up arrow 373.down arrow 352.OpenMLDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.02+0.00-0.05
373.up arrow 374.down arrow 372.DydraRDF0.02+0.00+0.00
374.up arrow 375.down arrow 373.SmallSQLRelational0.02+0.000.00
375.up arrow 376.up arrow 377.SparkleDBRDF0.020.000.00
376.down arrow 370.up arrow 385.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.02-0.01+0.01
377.up arrow 378.up arrow 381.gStoreMulti-model infoGraph DBMS
RDF store		0.01+0.00+0.00
378.down arrow 377.down arrow 354.TinkerGraphGraph0.010.00-0.05
379.379.down arrow 378.AcebaseDocument0.01+0.000.00
380.380.down arrow 379.Resin CacheKey-value0.01+0.000.00
381.381.up arrow 383.SWC-DBWide column, Multi-model infoWide column store
Time Series DBMS		0.01+0.000.00
382.382.up arrow 384.EloqueraObject oriented0.01+0.00+0.00
383.up arrow 384.down arrow 376.OushuDBRelational0.00+0.00-0.01
384.up arrow 385.up arrow 386.SiaqodbObject oriented0.00+0.00+0.00
385.up arrow 386.up arrow 387.LedisDBKey-value0.00+0.00+0.00
386.up arrow 387.up arrow 388.SwayDBKey-value0.00+0.00+0.00
387.up arrow 388.up arrow 389.ActorDBRelational0.00±0.00±0.00
387.up arrow 388.down arrow 359.AntDBRelational0.00±0.00-0.06
387.up arrow 388.up arrow 389.BergDBKey-value0.00±0.00±0.00
387.up arrow 388.up arrow 389.BrightstarDBRDF0.00±0.00±0.00
387.up arrow 388.up arrow 389.Cachelot.ioKey-value0.00±0.00±0.00
387.up arrow 388.up arrow 389.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
387.up arrow 388.up arrow 389.CovenantSQLRelational0.00±0.00±0.00
387.up arrow 388.up arrow 389.DaggerDBRelational0.00±0.00±0.00
387.up arrow 388.up arrow 389.DataFSObject oriented, Multi-model infoObject oriented DBMS
Graph DBMS		0.00±0.00±0.00
387.up arrow 388.Diana DBNoSQL0.00±0.00
387.up arrow 388.EasysearchVector0.00±0.00
387.up arrow 388.up arrow 389.Edge IntelligenceRelational0.00±0.00±0.00
387.up arrow 388.up arrow 389.EdgelessDBRelational0.00±0.00±0.00
387.up arrow 388.down arrow 362.GalaxybaseGraph0.00±0.00-0.04
387.up arrow 388.up arrow 389.H2GISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
387.up arrow 388.up arrow 389.HeliumKey-value0.00±0.00±0.00
387.up arrow 388.up arrow 389.HGraphDBGraph0.00±0.00±0.00
387.up arrow 388.up arrow 389.HyperLevelDBKey-value0.00±0.00±0.00
387.up arrow 388.up arrow 389.iBoxDBDocument0.00±0.00±0.00
387.up arrow 388.up arrow 389.InfinityDBKey-value0.00±0.00±0.00
387.up arrow 388.down arrow 357.JaguarDBMulti-model infoKey-value store
Vector DBMS		0.00±0.00-0.06
387.up arrow 388.up arrow 389.JasDBDocument0.00±0.00±0.00
387.up arrow 388.up arrow 389.K-DBRelational0.00±0.00±0.00
387.up arrow 388.up arrow 389.NewtsTime Series0.00±0.00±0.00
387.down arrow 383.up arrow 389.NSDbTime Series0.00-0.01±0.00
387.up arrow 388.down arrow 363.openGeminiTime Series0.00±0.00-0.04
387.up arrow 388.up arrow 389.OpenTenBaseRelational0.00±0.00±0.00
387.up arrow 388.RayforceDBColumnar0.00±0.00
387.up arrow 388.down arrow 348.ReductStoreTime Series0.00±0.00-0.07
387.up arrow 388.up arrow 389.RizhiyiSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.00±0.00±0.00
387.up arrow 388.up arrow 389.searchxmlMulti-model infoNative XML DBMS
Search engine		0.00±0.00±0.00
387.up arrow 388.down arrow 375.SiriDBTime Series0.00±0.00-0.02
387.up arrow 388.up arrow 389.SkytableKey-value0.00±0.00±0.00
387.up arrow 388.up arrow 389.SpaceTimeSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
387.up arrow 388.SpacetimeDBRelational0.00±0.00
387.up arrow 388.down arrow 382.SvectorDBVector0.00±0.00-0.01
387.up arrow 388.down arrow 366.TerarkDBKey-value0.00±0.00-0.04
387.up arrow 388.TidesDBKey-value0.00±0.00
387.up arrow 388.down arrow 355.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.00±0.00-0.06
387.up arrow 388.up arrow 389.TkrzwKey-value0.00±0.00±0.00
387.up arrow 388.up arrow 389.TomP2PKey-value0.00±0.00±0.00
387.up arrow 388.down arrow 346.TransbaseRelational0.00±0.00-0.09
387.up arrow 388.up arrow 389.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00±0.00
387.up arrow 388.up arrow 389.Transwarp HippoVector0.00±0.00±0.00
387.up arrow 388.up arrow 389.Transwarp KunDBRelational0.00±0.00±0.00
387.up arrow 388.up arrow 389.Transwarp StellarDBGraph0.00±0.00±0.00
387.up arrow 388.up arrow 389.UpscaledbKey-value0.00±0.00±0.00
387.up arrow 388.down arrow 380.VelocityDBMulti-model infoGraph DBMS
Object oriented DBMS		0.00±0.00-0.01
387.up arrow 388.VillageSQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.00±0.00
387.up arrow 388.up arrow 389.WhiteDBDocument0.00±0.00±0.00



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