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Ranking > Complete Ranking

DB-Engines Ranking

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trend chart

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.

425 systems in ranking, October 2025
RankDBMSDatabase ModelScore
Oct
2025		Sep
2025		Oct
2024		Oct
2025		Sep
2025		Oct
2024
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1212.77+42.15-96.67
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		879.66-12.11-143.09
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		715.05-2.27-87.04
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		643.20-13.97-8.96
5.5.5.MongoDB detailed informationDetailed vendor-provided information availableDocument, Multi-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		368.01-12.49-37.20
6.6.up arrow 7.SnowflakeRelational198.65+8.46+58.05
7.7.down arrow 6.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		142.33-2.84-7.30
8.up arrow 9.up arrow 14.DatabricksMulti-model infoDocument store
Relational DBMS		128.80+4.74+43.21
9.down arrow 8.9.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		122.37-1.81-0.40
10.10.down arrow 8.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		116.67-1.59-15.18
11.up arrow 12.11.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS		105.16-1.82+7.56
12.down arrow 11.down arrow 10.SQLiteRelational104.56-3.32+2.64
13.13.up arrow 15.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.77-3.69+2.88
14.14.down arrow 12.Microsoft AccessRelational80.79-2.82-11.36
15.15.up arrow 17.Amazon DynamoDBMulti-model infoDocument store
Key-value store		75.91-4.37+4.06
16.16.16.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		75.49-3.70+0.95
17.17.up arrow 18.Apache HiveRelational75.22-0.88+22.65
18.18.down arrow 13.SplunkSearch engine73.87-1.89-17.40
19.19.19.Google BigQueryRelational63.20-2.80+12.02
20.20.up arrow 21.Neo4jGraph52.51-1.27+10.01
21.21.up arrow 24.Apache SolrSearch engine, Multi-model infoSearch engine
Spatial DBMS		35.31-1.45+2.33
22.up arrow 23.up arrow 23.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		33.12-1.29-7.57
23.down arrow 22.down arrow 20.FileMakerRelational32.83-1.61-11.56
24.24.down arrow 22.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		31.65-1.42-9.57
25.25.25.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		27.15-0.59-5.25
26.26.up arrow 35.Apache Spark (SQL)Relational23.77-1.59+7.05
27.27.27.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		22.71-1.23-1.78
28.28.28.InfluxDBTime Series, Multi-model infoTime Series DBMS
Spatial DBMS		21.91-1.84-0.49
29.29.29.PostGISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		21.04-0.64+0.48
30.up arrow 31.up arrow 37.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		20.18+0.03+3.93
31.down arrow 30.down arrow 26.Apache HBaseWide column20.17-1.22-7.03
32.32.up arrow 33.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS		19.30-0.63+1.99
33.33.down arrow 30.FirebirdRelational17.42+0.88-1.60
34.34.down arrow 32.MemcachedKey-value15.48-0.69-2.32
35.up arrow 36.up arrow 39.Firebase Realtime DatabaseDocument15.27-0.13+1.68
36.down arrow 35.36.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		14.91-0.60-1.37
37.37.up arrow 38.Amazon RedshiftRelational14.60-0.55-0.50
38.up arrow 39.down arrow 31.Microsoft Azure Synapse AnalyticsRelational13.80-0.12-4.92
39.down arrow 38.up arrow 41.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		13.29-0.78+3.20
40.up arrow 41.down arrow 34.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		11.96-0.62-5.14
41.down arrow 40.down arrow 40.Apache FlinkRelational11.65-1.39+0.72
42.up arrow 43.up arrow 54.Google Cloud FirestoreDocument9.43+0.25+2.97
43.down arrow 42.down arrow 42.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		9.34-0.14-0.68
44.44.up arrow 57.DuckDBRelational8.94+0.24+2.96
45.45.down arrow 44.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		8.05-0.30-0.14
46.up arrow 50.up arrow 49.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		7.52+0.26+0.21
47.down arrow 46.down arrow 45.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		7.51-0.68-0.22
48.down arrow 47.up arrow 50.PrometheusTime Series7.48-0.45+0.17
49.up arrow 52.down arrow 43.dBASERelational7.35+0.38-1.65
50.down arrow 49.up arrow 51.etcdKey-value7.35-0.10+0.17
51.down arrow 48.down arrow 47.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		7.13-0.34-0.26
52.up arrow 54.up arrow 53.RealmDocument6.88+0.06-0.17
53.53.up arrow 55.AlgoliaSearch engine6.80-0.09+0.65
54.up arrow 60.up arrow 87.PineconeVector6.68+0.70+3.62
55.up arrow 56.down arrow 46.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.53-0.02-1.00
56.down arrow 55.up arrow 62.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		6.35-0.24+0.87
57.down arrow 51.down arrow 48.NetezzaRelational6.28-0.81-1.07
58.down arrow 57.down arrow 52.PrestoRelational6.22-0.27-0.84
59.59.59.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS		6.00-0.06+0.29
60.down arrow 58.down arrow 58.SphinxSearch engine5.94-0.25+0.03
61.up arrow 62.61.HazelcastKey-value, Multi-model infoKey-value store
Document store		5.29+0.03-0.27
62.down arrow 61.down arrow 56.Oracle EssbaseRelational4.92-0.36-1.09
63.63.63.GraphiteTime Series4.91-0.27-0.10
64.up arrow 68.up arrow 74.TimescaleDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		4.59+0.30+0.79
65.65.down arrow 64.CockroachDBRelational4.58-0.46-0.27
66.66.up arrow 90.MilvusVector4.53+0.02+1.51
67.down arrow 64.down arrow 60.Aerospike detailed informationDetailed vendor-provided information availableMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		4.53-0.58-1.05
68.down arrow 67.68.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.14-0.17-0.24
69.69.up arrow 75.ScyllaDB detailed informationDetailed vendor-provided information availableWide column, Multi-model infoWide column store
Key-value store		3.85-0.14+0.11
70.up arrow 72.up arrow 78.OpenEdgeRelational3.78-0.03+0.15
71.up arrow 82.up arrow 136.QdrantVector3.74+0.30+2.05
72.down arrow 70.up arrow 80.IngresRelational3.73-0.18+0.21
73.up arrow 74.down arrow 67.Apache JackrabbitContent3.65-0.08-1.03
74.down arrow 73.up arrow 97.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.63-0.14+0.84
75.up arrow 79.up arrow 95.QuestDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.59+0.08+0.76
76.76.76.InterbaseRelational3.58-0.11-0.14
77.down arrow 75.down arrow 71.Google Cloud DatastoreDocument3.55-0.16-0.49
78.down arrow 77.down arrow 66.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.41-0.26-1.33
79.down arrow 78.up arrow 83.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.35-0.27+0.08
80.up arrow 85.down arrow 73.Riak KVKey-value3.320.00-0.51
81.up arrow 93.up arrow 138.WeaviateVector3.31+0.41+1.66
82.up arrow 87.down arrow 79.SAP SQL AnywhereRelational3.27+0.02-0.36
83.83.down arrow 77.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.19-0.23-0.47
84.up arrow 86.down arrow 69.Apache DerbyRelational3.16-0.12-0.96
85.down arrow 81.85.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.13-0.32+0.01
86.down arrow 71.down arrow 70.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		3.05-0.86-1.05
87.up arrow 88.up arrow 92.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.99-0.11+0.05
88.down arrow 80.down arrow 65.EhcacheKey-value2.99-0.49-1.77
89.up arrow 91.down arrow 81.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		2.91-0.02-0.52
90.90.up arrow 119.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.89-0.15+0.86
91.down arrow 84.down arrow 88.RocksDBKey-value2.84-0.49-0.20
92.down arrow 89.up arrow 101.Google Cloud SpannerRelational2.80-0.29+0.11
93.up arrow 98.up arrow 103.AdabasMultivalue2.80+0.11+0.18
94.94.down arrow 84.Microsoft Azure Table StorageWide column2.80-0.05-0.46
95.down arrow 92.up arrow 104.GemFireKey-value, Multi-model infoKey-value store
Document store		2.79-0.14+0.18
96.down arrow 95.down arrow 86.HyperSQLRelational2.76-0.07-0.34
97.up arrow 103.down arrow 72.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.74+0.21-1.18
98.down arrow 96.up arrow 99.IBM CloudantDocument2.66-0.12-0.10
99.down arrow 97.down arrow 93.Google Cloud BigtableMulti-model infoKey-value store
Wide column store		2.65-0.10-0.26
100.up arrow 101.down arrow 89.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.62+0.03-0.41
101.down arrow 99.up arrow 113.CoveoSearch engine2.55-0.11+0.30
102.up arrow 105.down arrow 91.Apache Jena - TDBRDF2.53+0.02-0.47
103.down arrow 100.up arrow 106.SAP IQRelational2.50-0.12-0.03
104.up arrow 108.down arrow 100.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.49+0.07-0.20
105.down arrow 104.up arrow 126.NebulaGraphGraph2.45-0.08+0.58
106.up arrow 110.up arrow 125.ChromaVector2.42+0.06+0.55
107.up arrow 109.down arrow 105.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.35-0.05-0.21
108.down arrow 102.down arrow 82.Apache AccumuloWide column2.35-0.20-0.96
109.up arrow 111.down arrow 98.GraphDBMulti-model infoGraph DBMS
RDF store		2.30-0.05-0.47
110.down arrow 107.up arrow 115.Amazon NeptuneMulti-model infoGraph DBMS
RDF store		2.26-0.16+0.09
111.down arrow 106.down arrow 96.MemgraphGraph2.26-0.18-0.56
112.112.down arrow 94.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.20-0.07-0.69
113.up arrow 114.up arrow 117.CitusRelational, Multi-model infoRelational DBMS
Document store		2.19-0.02+0.14
114.down arrow 113.down arrow 109.UniData,UniVerseMultivalue2.14-0.12-0.30
115.115.up arrow 120.Apache PhoenixRelational2.13-0.05+0.21
116.116.down arrow 108.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.13+0.01-0.33
117.117.up arrow 118.Percona Server for MySQLRelational2.07-0.05+0.03
118.up arrow 125.down arrow 102.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		2.06+0.12-0.60
119.119.down arrow 112.4DRelational2.03-0.04-0.23
120.up arrow 122.up arrow 123.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Key-value store
Relational DBMS		2.01+0.00+0.10
121.down arrow 118.down arrow 110.LevelDBKey-value2.00-0.10-0.39
122.down arrow 121.down arrow 121.LMDBKey-value1.95-0.06+0.03
123.down arrow 120.down arrow 111.InfinispanKey-value1.94-0.10-0.38
124.up arrow 150.up arrow 209.Alibaba Cloud PolarDBRelational1.93+0.39+1.12
125.down arrow 124.down arrow 124.Amazon DocumentDBDocument1.91-0.05+0.03
126.down arrow 123.down arrow 114.PouchDBDocument1.90-0.07-0.28
127.127.up arrow 129.CloudKitDocument1.88-0.04+0.03
128.down arrow 126.up arrow 132.Amazon CloudSearchSearch engine1.87-0.06+0.04
129.129.down arrow 116.MaxDBRelational1.860.00-0.27
130.130.up arrow 134.JanusGraphGraph1.81-0.05+0.02
131.up arrow 137.ValkeyKey-value1.80+0.06
132.down arrow 128.down arrow 128.Apache DrillMulti-model infoDocument store
Relational DBMS		1.79-0.07-0.07
133.133.up arrow 150.TigerGraphGraph1.77-0.04+0.31
134.down arrow 132.down arrow 133.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.75-0.06-0.05
135.down arrow 134.down arrow 130.Oracle CoherenceKey-value1.75-0.04-0.09
136.136.down arrow 122.StardogMulti-model infoGraph DBMS
RDF store		1.73-0.02-0.18
137.down arrow 131.down arrow 107.TDengineTime Series, Multi-model infoTime Series DBMS
Relational DBMS		1.73-0.09-0.74
138.up arrow 140.up arrow 146.SpatiaLiteSpatial, Multi-model infoSpatial DBMS
Relational DBMS		1.73+0.05+0.20
139.down arrow 138.down arrow 131.Amazon SimpleDBKey-value1.70-0.01-0.12
140.up arrow 146.up arrow 173.GBaseRelational1.68+0.10+0.57
141.down arrow 139.up arrow 155.Apache IoTDBTime Series1.64-0.04+0.26
142.down arrow 141.down arrow 127.Oracle Berkeley DBMulti-model infoKey-value store
Native XML DBMS		1.64-0.01-0.22
143.down arrow 142.down arrow 137.RRDtoolTime Series1.63-0.02-0.04
144.down arrow 143.up arrow 171.HFSQLRelational1.62+0.03+0.49
145.up arrow 148.down arrow 139.EXASOLRelational1.60+0.03-0.05
146.down arrow 135.up arrow 160.VictoriaMetrics detailed informationDetailed vendor-provided information availableTime Series1.57-0.18+0.28
147.down arrow 144.up arrow 148.DatomicRelational1.54-0.04+0.04
148.down arrow 145.down arrow 143.OpenTSDBTime Series1.53-0.05-0.05
149.149.down arrow 135.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51-0.04-0.19
150.up arrow 152.up arrow 185.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.50+0.00+0.51
151.down arrow 147.down arrow 147.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.49-0.09-0.01
152.down arrow 151.down arrow 141.BaseXNative XML1.47-0.06-0.13
153.153.up arrow 178.MeilisearchMulti-model infoSearch engine
Vector DBMS		1.43-0.06+0.36
154.up arrow 156.down arrow 144.IMSNavigational1.38+0.00-0.18
155.down arrow 154.down arrow 151.GeodeKey-value1.38-0.02-0.06
156.up arrow 161.up arrow 194.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.36+0.03+0.41
157.157.up arrow 158.jBASEMultivalue1.36-0.01+0.03
158.down arrow 155.down arrow 149.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.35-0.04-0.14
159.down arrow 158.down arrow 142.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.31-0.06-0.27
160.up arrow 170.up arrow 200.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.31+0.06+0.44
161.down arrow 160.down arrow 154.DgraphGraph1.31-0.03-0.09
162.up arrow 166.down arrow 140.EmpressRelational1.30+0.01-0.33
163.down arrow 159.up arrow 167.Amazon TimestreamTime Series1.28-0.07+0.08
164.down arrow 163.up arrow 169.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.27-0.05+0.13
165.up arrow 169.up arrow 179.SurrealDBMulti-model infoDocument store
Graph DBMS		1.27-0.01+0.20
166.up arrow 168.up arrow 176.SQLBaseRelational1.26-0.02+0.18
167.down arrow 164.down arrow 166.D3Multivalue1.26-0.03+0.05
168.down arrow 165.down arrow 156.VoltDBRelational1.26-0.04-0.11
169.down arrow 162.up arrow 193.StarRocksRelational1.24-0.09+0.28
170.down arrow 167.down arrow 161.IBM Db2 warehouseRelational1.23-0.06-0.03
171.up arrow 176.down arrow 157.Actian NoSQL DatabaseObject oriented1.21+0.00-0.14
172.down arrow 171.down arrow 165.MnesiaDocument1.21-0.04-0.01
173.up arrow 178.down arrow 164.Db4oObject oriented1.19-0.01-0.05
174.up arrow 175.174.Apache KylinRelational1.19-0.03+0.08
175.up arrow 180.down arrow 159.ObjectStoreObject oriented1.17-0.01-0.13
176.up arrow 177.down arrow 175.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS		1.16-0.04+0.07
177.up arrow 181.down arrow 153.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.160.00-0.24
178.down arrow 174.up arrow 184.Amazon KeyspacesWide column1.15-0.07+0.15
179.down arrow 173.down arrow 145.TiberoRelational1.14-0.10-0.42
180.down arrow 179.down arrow 170.LiteDBDocument1.13-0.06+0.00
181.down arrow 172.up arrow 188.TypesenseSearch engine1.13-0.12+0.15
182.up arrow 184.down arrow 168.DatameerDocument1.12+0.00-0.04
183.up arrow 188.up arrow 203.Alibaba Cloud MaxComputeRelational1.11+0.09+0.24
184.down arrow 183.down arrow 163.TimesTenRelational1.10-0.02-0.14
185.down arrow 182.down arrow 177.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.09-0.06+0.01
186.down arrow 185.down arrow 172.GiraphGraph1.07-0.01-0.04
187.down arrow 186.down arrow 162.mSQLRelational1.04-0.01-0.21
188.up arrow 192.down arrow 182.Oracle RdbRelational1.02+0.04-0.01
189.up arrow 190.down arrow 187.NonStop SQLRelational1.02+0.01+0.04
190.down arrow 187.up arrow 198.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		1.02-0.02+0.13
191.down arrow 189.up arrow 235.VespaMulti-model infoSearch engine
Vector DBMS		0.98-0.03+0.37
192.down arrow 191.down arrow 183.Apache HAWQRelational0.95-0.04-0.06
193.up arrow 194.down arrow 186.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.94-0.03-0.05
194.down arrow 193.down arrow 192.CubridRelational0.94-0.03-0.03
195.up arrow 197.down arrow 190.GT.MKey-value0.92+0.02-0.05
196.up arrow 201.up arrow 197.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.90+0.07-0.01
197.down arrow 195.down arrow 180.DataEaseRelational0.88-0.02-0.17
198.down arrow 196.up arrow 205.AltibaseRelational0.86-0.03+0.00
199.down arrow 198.down arrow 191.M3DBTime Series0.86-0.02-0.10
200.200.up arrow 217.SciDBMultivalue0.85+0.02+0.11
201.up arrow 204.down arrow 195.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.83+0.02-0.10
202.up arrow 203.down arrow 199.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.82+0.00-0.06
203.up arrow 229.down arrow 152.FireboltRelational0.81+0.18-0.63
204.down arrow 199.up arrow 211.GeoMesaSpatial0.80-0.05+0.01
205.down arrow 202.up arrow 207.ZODBKey-value0.80-0.03-0.01
206.up arrow 208.206.NuoDBRelational0.79+0.02-0.06
207.down arrow 205.up arrow 221.XapianSearch engine0.79-0.01+0.08
208.down arrow 206.up arrow 219.BlazegraphMulti-model infoGraph DBMS
RDF store		0.77-0.02+0.03
209.up arrow 218.up arrow 212.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.76+0.06-0.02
210.210.down arrow 181.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		0.76-0.01-0.29
211.down arrow 209.down arrow 202.InfobrightRelational0.75-0.02-0.13
212.up arrow 213.down arrow 208.IDMSNavigational0.74+0.00-0.07
213.up arrow 215.up arrow 216.YellowbrickRelational0.74+0.03-0.01
214.214.down arrow 210.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.74+0.02-0.06
215.down arrow 207.down arrow 204.eXtremeDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.74-0.05-0.12
216.down arrow 212.down arrow 215.BigchainDBDocument0.73-0.02-0.03
217.up arrow 219.up arrow 229.KeyDBKey-value0.72+0.04+0.08
218.down arrow 211.down arrow 189.MatrixOneRelational0.71-0.04-0.26
219.down arrow 216.down arrow 213.Model 204Multivalue0.710.00-0.08
220.up arrow 227.down arrow 201.DoltRelational, Multi-model infoRelational DBMS
Document store		0.69+0.07-0.18
221.up arrow 231.up arrow 257.Alibaba Cloud Log ServiceSearch engine0.69+0.08+0.25
222.down arrow 221.down arrow 214.RDF4JRDF0.67-0.01-0.11
223.down arrow 217.223.eXist-dbNative XML0.67-0.04-0.03
224.down arrow 222.224.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.66+0.01-0.02
225.225.up arrow 237.RisingWaveRelational0.65+0.01+0.05
226.226.up arrow 227.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.65+0.02-0.01
227.down arrow 220.down arrow 220.Datacom/DBRelational0.64-0.04-0.08
228.up arrow 234.down arrow 196.SednaNative XML0.64+0.04-0.29
229.down arrow 223.down arrow 218.Actian VectorRelational0.64-0.02-0.11
230.down arrow 228.up arrow 275.Apache PinotRelational0.64+0.01+0.30
231.down arrow 224.up arrow 278.Apache SedonaSpatial0.62-0.03+0.30
232.down arrow 230.232.Objectivity/DBObject oriented0.60-0.01-0.04
233.up arrow 237.down arrow 222.DBISAMRelational0.580.00-0.12
234.up arrow 236.down arrow 231.1010dataRelational0.58-0.01-0.05
235.down arrow 232.down arrow 226.BoltDBKey-value0.58-0.03-0.08
236.down arrow 235.down arrow 225.SQream DBRelational0.57-0.02-0.10
237.up arrow 239.up arrow 241.R:BASERelational0.560.000.00
238.down arrow 233.down arrow 233.solidDBRelational0.56-0.04-0.07
239.up arrow 241.up arrow 253.DragonflyKey-value0.55+0.00+0.10
240.down arrow 238.down arrow 230.FrontBaseRelational0.55-0.02-0.09
241.up arrow 251.down arrow 238.Apache DorisRelational0.54+0.05-0.04
242.up arrow 243.up arrow 244.Splice MachineRelational0.530.00-0.01
243.up arrow 244.down arrow 236.KairosDBTime Series0.53+0.00-0.07
244.down arrow 240.down arrow 234.Graph EngineMulti-model infoGraph DBMS
Key-value store		0.53-0.03-0.09
245.down arrow 242.down arrow 240.HarperDocument0.52-0.03-0.06
246.up arrow 253.down arrow 243.NexusDBRelational0.51+0.03-0.05
247.up arrow 249.up arrow 252.Percona Server for MongoDBDocument0.51+0.01+0.04
248.down arrow 245.down arrow 239.ObjectDBObject oriented0.51-0.01-0.07
249.up arrow 255.up arrow 256.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.50+0.07+0.07
250.down arrow 246.up arrow 269.ITTIATime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.50-0.01+0.12
251.up arrow 252.up arrow 280.CnosDBTime Series0.480.00+0.18
252.down arrow 248.up arrow 281.Deep LakeVector0.48-0.03+0.18
253.up arrow 259.up arrow 350.RaptorDBDocument0.48+0.05+0.42
254.down arrow 247.down arrow 242.WebSphere eXtreme ScaleKey-value0.47-0.04-0.09
255.down arrow 254.down arrow 245.MapDBKey-value0.46-0.01-0.05
256.down arrow 250.up arrow 260.atotiObject oriented0.46-0.04+0.03
257.up arrow 260.down arrow 254.VistaDBRelational0.45+0.03+0.01
258.up arrow 264.down arrow 255.HibariKey-value0.45+0.04+0.01
259.up arrow 271.down arrow 251.PerstObject oriented0.44+0.08-0.03
260.up arrow 262.down arrow 246.ScalarisKey-value0.42+0.00-0.10
261.down arrow 256.up arrow 267.YDBMulti-model infoDocument store
Relational DBMS		0.41-0.02+0.02
262.down arrow 257.down arrow 259.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.41-0.01-0.02
263.263.down arrow 249.GemStone/SObject oriented0.410.00-0.08
264.down arrow 258.up arrow 284.ElassandraWide column, Multi-model infoWide column store
Search engine		0.40-0.02+0.11
265.up arrow 269.up arrow 285.Cloudflare Workers KVKey-value0.40+0.02+0.12
266.up arrow 267.up arrow 268.ScaleArcRelational0.390.00+0.00
267.down arrow 266.up arrow 272.MarqoSearch engine0.39-0.01+0.04
268.up arrow 274.down arrow 250.Kyligence EnterpriseRelational0.39+0.03-0.10
269.down arrow 268.down arrow 258.OpenInsightMultivalue0.390.00-0.05
270.down arrow 261.down arrow 262.AlaSQLMulti-model infoDocument store
Relational DBMS		0.38-0.04-0.04
271.down arrow 265.down arrow 247.SQL.JSRelational0.37-0.04-0.14
272.up arrow 273.down arrow 263.LokiJSDocument0.37+0.00-0.05
273.up arrow 276.up arrow 277.Comdb2Relational0.35+0.01+0.02
274.up arrow 275.down arrow 264.RasdamanMultivalue0.34-0.01-0.07
275.up arrow 277.down arrow 271.FlureeGraph0.330.00-0.02
276.down arrow 270.up arrow 292.SearchBloxSearch engine0.33-0.04+0.07
277.up arrow 284.up arrow 294.Alibaba Cloud TSDBTime Series0.32+0.03+0.07
278.down arrow 272.down arrow 265.SequoiadbMulti-model infoDocument store
Relational DBMS		0.32-0.04-0.09
279.down arrow 278.up arrow 320.Valentina ServerRelational0.31-0.02+0.14
280.280.up arrow 291.DatabendRelational0.30+0.01+0.04
281.down arrow 279.down arrow 261.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.300.00-0.12
282.down arrow 281.down arrow 228.Northgate RealityMultivalue0.29+0.00-0.36
283.down arrow 282.up arrow 299.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.290.00+0.06
284.up arrow 286.up arrow 286.StarcounterObject oriented0.280.00+0.00
285.up arrow 288.down arrow 276.StrabonRDF0.280.00-0.05
286.up arrow 294.up arrow 296.RDFoxMulti-model infoGraph DBMS
RDF store
Relational DBMS		0.28+0.04+0.04
287.down arrow 283.down arrow 274.ModeShapeContent0.27-0.02-0.07
288.up arrow 289.down arrow 283.InfiniteGraphGraph0.27-0.01-0.03
289.up arrow 310.down arrow 273.TajoRelational0.27+0.06-0.08
290.up arrow 306.up arrow 347.FalkorDBGraph0.26+0.04+0.20
291.down arrow 290.down arrow 282.Project VoldemortKey-value0.26-0.01-0.04
292.292.up arrow 304.Manticore SearchSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.250.00+0.04
293.293.down arrow 289.BrytlytRelational0.250.00-0.02
294.up arrow 295.up arrow 300.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.240.00+0.01
295.down arrow 291.down arrow 279.ValdVector0.24-0.03-0.07
296.down arrow 287.down arrow 270.PieCloudDBRelational0.24-0.04-0.12
297.up arrow 298.up arrow 312.RedStoreRDF0.23+0.00+0.04
298.down arrow 296.down arrow 297.AnzoGraph DBMulti-model infoGraph DBMS
RDF store		0.23-0.010.00
299.299.down arrow 266.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.23+0.00-0.17
300.up arrow 301.up arrow 333.Actian PSQLRelational0.230.00+0.10
301.down arrow 300.up arrow 324.YTsaurusMulti-model infoDocument store
Key-value store		0.230.00+0.07
302.down arrow 285.down arrow 287.OpenQMMultivalue0.23-0.06-0.05
303.up arrow 323.up arrow 325.QuasardbTime Series0.22+0.06+0.07
304.304.up arrow 305.FeatureBaseRelational0.22+0.00+0.01
305.down arrow 303.down arrow 248.4storeRDF0.220.00-0.28
306.up arrow 311.down arrow 301.Mimer SQLRelational0.22+0.01-0.01
307.down arrow 305.up arrow 311.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.220.00+0.03
308.down arrow 307.down arrow 303.Actian FastObjectsObject oriented0.220.00-0.01
309.down arrow 302.down arrow 288.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.21-0.01-0.06
310.down arrow 309.up arrow 327.XTDBDocument0.210.00+0.07
311.down arrow 308.up arrow 321.NEventStoreEvent0.20-0.01+0.04
312.down arrow 297.down arrow 290.ImmudbKey-value, Multi-model infoKey-value store
Relational DBMS		0.20-0.04-0.06
313.down arrow 312.313.Tibco ComputeDBRelational0.20-0.01+0.01
314.314.up arrow 335.UltipaGraph0.18+0.00+0.07
315.up arrow 318.down arrow 298.PipelineDBRelational0.18+0.00-0.05
316.up arrow 317.316.YottaDBKey-value, Multi-model infoKey-value store
Relational DBMS		0.180.000.00
317.down arrow 315.down arrow 306.AxibaseTime Series0.180.00-0.03
318.down arrow 313.down arrow 293.RedlandRDF0.18-0.01-0.08
319.up arrow 320.down arrow 317.TransLatticeRelational0.180.00+0.00
320.down arrow 319.up arrow 379.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.170.00+0.16
321.321.up arrow 349.Warp 10Time Series0.170.00+0.11
322.down arrow 316.down arrow 315.IBM Db2 Event StoreMulti-model infoEvent Store
Time Series DBMS		0.17-0.01-0.01
323.down arrow 322.down arrow 309.Apache HugeGraphGraph0.16-0.01-0.04
324.up arrow 325.up arrow 332.BigObjectRelational0.150.00+0.02
325.down arrow 324.down arrow 323.Riak TSTime Series0.150.00-0.01
326.326.up arrow 328.XtremeDataRelational0.150.00+0.00
327.327.down arrow 326.EsgynDBRelational0.140.00-0.01
328.up arrow 329.up arrow 330.ElevateDBRelational0.140.000.00
329.up arrow 331.up arrow 341.Kyoto TycoonKey-value0.13+0.01+0.04
330.down arrow 328.down arrow 322.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.12-0.02-0.04
331.up arrow 335.down arrow 319.HyperGraphDBGraph0.12+0.00-0.04
332.up arrow 334.down arrow 310.FlockDBGraph0.120.00-0.08
333.up arrow 338.up arrow 342.MulgaraRDF0.12+0.01+0.04
334.down arrow 332.up arrow 336.GreptimeDBMulti-model infoTime Series, Observability
Time Series DBMS		0.11-0.01+0.01
335.up arrow 337.down arrow 334.GraphBaseGraph0.110.00-0.01
336.up arrow 343.up arrow 338.Tokyo TyrantKey-value0.11+0.020.00
337.down arrow 330.down arrow 307.BadgerKey-value0.10-0.02-0.10
338.VictoriaLogs detailed informationDetailed vendor-provided information availableSearch engine0.10
339.339.down arrow 318.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.10-0.01-0.06
340.340.down arrow 339.SparkseeGraph0.100.00+0.00
341.up arrow 342.down arrow 295.Alibaba Cloud Table StoreWide column0.10+0.01-0.15
342.down arrow 333.up arrow 354.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.09-0.03+0.04
343.down arrow 341.down arrow 308.SpeedbKey-value0.09-0.01-0.11
344.down arrow 336.down arrow 302.LovefieldRelational0.08-0.04-0.14
345.down arrow 344.up arrow 353.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.08+0.00+0.02
346.up arrow 348.346.ExorbyteSearch engine0.08+0.01+0.01
347.down arrow 345.down arrow 345.SiteWhereTime Series0.070.000.00
348.down arrow 347.up arrow 352.ScaleOut StateServerKey-value0.070.00+0.01
349.up arrow 352.down arrow 337.CubicWebRDF0.06+0.01-0.04
350.down arrow 346.down arrow 329.JadeObject oriented0.06-0.01-0.08
351.down arrow 349.down arrow 331.EJDBDocument0.06-0.01-0.08
352.down arrow 350.down arrow 351.BluefloodTime Series0.060.000.00
352.down arrow 350.up arrow 355.EllipticsKey-value0.060.00+0.01
354.up arrow 355.up arrow 355.SenseiDBDocument0.050.000.00
355.up arrow 357.up arrow 381.KuzuGraph0.05+0.01+0.04
356.down arrow 354.up arrow 358.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.04-0.010.00
357.down arrow 356.down arrow 348.Machbase NeoTime Series0.04-0.01-0.03
357.up arrow 358.up arrow 360.NosDBDocument0.040.000.00
357.up arrow 358.up arrow 363.STSdbKey-value0.040.00+0.01
360.360.up arrow 361.WakandaDBObject oriented0.030.000.00
361.361.up arrow 363.JethroDataRelational0.030.000.00
362.362.down arrow 344.TinkerGraphGraph0.030.00-0.05
363.363.up arrow 365.HeroicTime Series0.02+0.000.00
364.364.up arrow 373.Hawkular MetricsTime Series0.020.00+0.01
365.up arrow 371.up arrow 369.Resin CacheKey-value0.02+0.01+0.00
366.down arrow 365.down arrow 343.OpenMLDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.020.00-0.06
367.down arrow 366.up arrow 377.DydraRDF0.020.00+0.01
368.down arrow 367.down arrow 367.SmallSQLRelational0.02+0.000.00
369.up arrow 376.down arrow 366.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.02+0.010.00
370.down arrow 368.down arrow 368.SparkleDBRDF0.020.000.00
371.up arrow 375.up arrow 383.Sadas EngineRelational0.01+0.00+0.01
372.down arrow 370.372.AcebaseDocument0.01+0.000.00
373.up arrow 381.down arrow 371.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.01+0.010.00
374.down arrow 372.down arrow 370.gStoreMulti-model infoGraph DBMS
RDF store		0.010.000.00
375.down arrow 373.375.SWC-DBWide column, Multi-model infoWide column store
Time Series DBMS		0.01+0.000.00
376.up arrow 381.up arrow 382.IndicaSearch engine0.01+0.01+0.01
377.down arrow 374.377.EloqueraObject oriented0.010.000.00
378.down arrow 377.down arrow 359.OushuDBRelational0.00+0.00-0.04
379.down arrow 378.up arrow 385.SiaqodbObject oriented0.00+0.00+0.00
380.down arrow 379.up arrow 386.LedisDBKey-value0.00+0.00+0.00
381.down arrow 369.down arrow 340.AntDBRelational0.00-0.02-0.09
382.down arrow 380.up arrow 387.SwayDBKey-value0.00+0.00+0.00
383.down arrow 381.up arrow 388.ActorDBRelational0.00±0.00±0.00
383.down arrow 381.up arrow 388.BergDBKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.BrightstarDBRDF0.00±0.00±0.00
383.down arrow 381.up arrow 388.Cachelot.ioKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
383.down arrow 381.up arrow 388.CovenantSQLRelational0.00±0.00±0.00
383.down arrow 381.up arrow 388.DaggerDBRelational0.00±0.00±0.00
383.down arrow 381.down arrow 376.DataFSObject oriented, Multi-model infoObject oriented DBMS
Graph DBMS		0.00±0.00-0.01
383.down arrow 381.up arrow 388.Edge IntelligenceRelational0.00±0.00±0.00
383.down arrow 381.up arrow 388.EdgelessDBRelational0.00±0.00±0.00
383.down arrow 381.up arrow 388.GalaxybaseGraph0.00±0.00±0.00
383.down arrow 381.up arrow 388.H2GISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
383.down arrow 381.up arrow 388.HeliumKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.HGraphDBGraph0.00±0.00±0.00
383.down arrow 381.up arrow 388.HyperLevelDBKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.iBoxDBDocument0.00±0.00±0.00
383.down arrow 381.up arrow 384.InfinityDBKey-value0.00±0.000.00
383.down arrow 381.down arrow 380.JaguarDBMulti-model infoKey-value store
Vector DBMS		0.00±0.00-0.01
383.down arrow 381.up arrow 388.JasDBDocument0.00±0.00±0.00
383.down arrow 381.up arrow 388.K-DBRelational0.00±0.00±0.00
383.down arrow 381.up arrow 388.NewtsTime Series0.00±0.00±0.00
383.down arrow 381.up arrow 388.NSDbTime Series0.00±0.00±0.00
383.down arrow 381.up arrow 388.openGeminiTime Series0.00±0.00±0.00
383.down arrow 381.up arrow 388.OpenTenBaseRelational0.00±0.00±0.00
383.down arrow 381.up arrow 388.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.00±0.00±0.00
383.down arrow 381.up arrow 388.ReductStoreTime Series0.00±0.00±0.00
383.down arrow 381.up arrow 388.RizhiyiSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.00±0.00±0.00
383.down arrow 381.up arrow 388.searchxmlMulti-model infoNative XML DBMS
Search engine		0.00±0.00±0.00
383.down arrow 381.up arrow 388.SiriDBTime Series0.00±0.00±0.00
383.down arrow 353.down arrow 314.SkytableKey-value0.00-0.05-0.18
383.down arrow 381.up arrow 388.SpaceTimeSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
383.down arrow 381.up arrow 388.SvectorDBVector0.00±0.00±0.00
383.down arrow 381.up arrow 388.TerarkDBKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.TkrzwKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.TomP2PKey-value0.00±0.00±0.00
383.down arrow 381.down arrow 357.TransbaseRelational0.00±0.00-0.05
383.down arrow 381.down arrow 362.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00-0.03
383.down arrow 381.up arrow 388.Transwarp HippoVector0.00±0.00±0.00
383.down arrow 381.down arrow 374.Transwarp KunDBRelational0.00±0.00-0.01
383.down arrow 381.up arrow 388.Transwarp StellarDBGraph0.00±0.00±0.00
383.down arrow 381.up arrow 388.UpscaledbKey-value0.00±0.00±0.00
383.down arrow 381.up arrow 388.VelocityDBMulti-model infoGraph DBMS
Object oriented DBMS		0.00±0.00±0.00
383.down arrow 381.up arrow 388.WhiteDBDocument0.00±0.00±0.00

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