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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.

431 systems in ranking, April 2026
RankDBMSDatabase ModelScore
Apr
2026		Mar
2026		Apr
2025		Apr
2026		Mar
2026		Apr
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1157.93-24.53-73.12
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		857.69-0.65-129.41
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		702.08-9.40-82.93
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		681.35+1.27+14.10
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		385.02+1.44-15.03
6.6.6.SnowflakeRelational217.38+6.13+49.28
7.7.up arrow 12.DatabricksMulti-model infoDocument store
Relational DBMS		150.47+4.67+51.19
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		146.53+1.35-7.58
9.9.9.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		113.25+1.87-12.79
10.up arrow 11.up arrow 11.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS		102.62+0.74-5.59
11.down arrow 10.down arrow 8.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		99.51-4.07-28.57
12.12.down arrow 10.SQLiteRelational95.90-0.08-18.19
13.13.up arrow 14.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		86.41-0.59-7.93
14.14.up arrow 16.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		75.96+2.03+0.59
15.15.up arrow 18.Apache HiveRelational74.13+1.18+1.48
16.16.up arrow 17.SplunkSearch engine73.08+0.87-0.31
17.17.down arrow 13.Microsoft AccessRelational64.92-2.65-30.45
18.18.down arrow 15.Amazon DynamoDBMulti-model infoDocument store
Key-value store		62.67-2.75-13.82
19.19.19.Google BigQueryRelational52.36-3.46-8.37
20.20.20.Neo4jGraph46.88-0.44-0.71
21.up arrow 22.up arrow 23.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		33.23+1.14-0.17
22.down arrow 21.up arrow 24.Apache SolrSearch engine, Multi-model infoSearch engine
Spatial DBMS		33.17+0.38+0.77
23.23.down arrow 22.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.11+0.03-2.97
24.24.down arrow 21.FileMakerRelational28.81-0.50-7.67
25.25.25.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		25.31-0.22-3.48
26.up arrow 28.up arrow 31.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.87+0.86+4.14
27.down arrow 26.down arrow 26.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		22.43-0.31-0.12
28.down arrow 27.up arrow 29.Apache Spark (SQL)Relational21.97-0.10+1.57
29.29.up arrow 30.PostGISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		21.51-0.36+1.90
30.up arrow 31.up arrow 32.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS		20.73+0.46+3.54
31.down arrow 30.down arrow 28.InfluxDBTime Series, Multi-model infoTime Series DBMS
Spatial DBMS		20.49-0.25-1.05
32.32.down arrow 27.Apache HBaseWide column18.81-0.37-3.31
33.33.33.FirebirdRelational17.16-0.28+0.42
34.34.up arrow 36.Microsoft Azure Synapse AnalyticsRelational16.43+0.45+2.07
35.up arrow 36.up arrow 39.Firebase Realtime DatabaseDocument15.97+0.86+2.82
36.down arrow 35.Microsoft FabricRelational15.82+0.70
37.up arrow 39.down arrow 35.MemcachedKey-value13.97+0.29-1.00
38.down arrow 37.down arrow 37.Amazon RedshiftRelational13.79-0.46-0.37
39.down arrow 38.down arrow 34.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.51-0.27-1.57
40.40.up arrow 41.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		11.93-0.73+0.71
41.up arrow 42.down arrow 38.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		10.37+0.22-3.67
42.up arrow 44.up arrow 45.Google Cloud FirestoreDocument9.76+0.47+2.43
43.43.up arrow 44.DuckDBRelational9.66+0.24+2.27
44.up arrow 45.up arrow 46.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.39+0.23+2.07
45.down arrow 41.down arrow 40.Apache FlinkRelational9.10-1.15-2.32
46.46.up arrow 54.PrometheusTime Series9.07+0.36+2.59
47.47.down arrow 42.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		8.47+0.08-1.39
48.48.up arrow 77.PineconeVector8.18+0.44+4.84
49.up arrow 50.down arrow 47.dBASERelational8.15+0.64+0.86
50.up arrow 51.up arrow 53.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		7.60+0.18+1.11
51.down arrow 49.down arrow 48.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		7.57+0.02+0.38
52.52.down arrow 50.etcdKey-value7.11+0.00+0.06
53.up arrow 54.up arrow 60.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.09+0.25+1.91
54.down arrow 53.up arrow 58.AlgoliaSearch engine6.60-0.36+1.19
55.55.down arrow 51.RealmDocument6.60+0.07-0.16
56.up arrow 60.up arrow 87.MilvusVector6.39+0.37+3.49
57.57.up arrow 62.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS		6.34+0.06+1.21
58.down arrow 56.down arrow 52.NetezzaRelational5.98-0.30-0.56
59.down arrow 58.down arrow 43.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		5.98-0.28-1.51
60.up arrow 62.down arrow 55.PrestoRelational5.93+0.14-0.36
61.61.down arrow 56.SphinxSearch engine5.81+0.00+0.01
62.up arrow 63.up arrow 72.TimescaleDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		5.49+0.07+1.90
63.down arrow 59.down arrow 49.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		5.49-0.56-1.68
64.64.up arrow 106.QdrantVector4.98+0.19+2.75
65.up arrow 66.up arrow 109.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		4.91+0.33+2.71
66.up arrow 69.down arrow 63.GraphiteTime Series4.56+0.05+0.30
67.67.down arrow 61.Oracle EssbaseRelational4.55+0.01-0.58
68.up arrow 70.up arrow 70.ScyllaDBWide column, Multi-model infoWide column store
Key-value store		4.54+0.11+0.84
69.down arrow 65.down arrow 57.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.50-0.26-1.05
70.down arrow 68.up arrow 123.WeaviateVector4.42-0.10+2.56
71.71.down arrow 66.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.02+0.00-0.11
72.up arrow 80.up arrow 80.RocksDBKey-value3.76+0.34+0.62
73.73.up arrow 81.QuestDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.74+0.08+0.62
74.down arrow 72.down arrow 65.CockroachDB detailed informationDetailed vendor-provided information availableMulti-model infoMulti-Model DBMS
Relational DBMS
CockroachDB supports relational, semi-structured JSON/document, vector/embedding, geospatial, and typed categorical/enumeration data, all exposed via SQL, on the same strongly consistent, globally distributed data platform.		3.69-0.12-0.48
75.down arrow 74.down arrow 64.Apache JackrabbitContent3.66+0.06-0.59
76.up arrow 79.up arrow 89.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.65+0.21+0.83
77.77.down arrow 74.OpenEdgeRelational3.57+0.10+0.12
78.down arrow 75.down arrow 71.Google Cloud DatastoreDocument3.54-0.03-0.16
79.up arrow 84.up arrow 155.Alibaba Cloud PolarDBRelational3.49+0.19+2.20
80.down arrow 78.down arrow 59.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.47+0.02-1.76
81.down arrow 76.up arrow 84.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.46-0.04+0.41
82.down arrow 81.down arrow 76.InterbaseRelational3.41+0.00+0.02
83.down arrow 82.down arrow 67.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.31-0.06-0.63
84.down arrow 83.down arrow 73.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.26-0.09-0.24
85.up arrow 91.down arrow 75.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.22+0.19-0.22
86.up arrow 90.down arrow 85.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.15+0.04+0.22
87.up arrow 88.down arrow 78.IngresRelational3.13-0.01-0.15
88.down arrow 87.down arrow 79.Riak KVKey-value3.13-0.01-0.11
89.89.down arrow 83.Apache DerbyRelational3.120.00+0.05
90.down arrow 85.down arrow 88.SAP SQL AnywhereRelational2.94-0.31+0.05
91.up arrow 92.up arrow 97.Google Cloud SpannerRelational2.89+0.02+0.33
92.up arrow 93.down arrow 82.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.87+0.02-0.23
93.up arrow 98.up arrow 119.ChromaVector2.86+0.14+0.96
94.down arrow 86.down arrow 68.EhcacheKey-value2.83-0.32-1.11
95.down arrow 94.down arrow 90.AdabasMultivalue2.81-0.01+0.05
96.96.down arrow 69.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.79+0.03-1.15
97.down arrow 95.down arrow 94.Microsoft Azure Table StorageWide column2.760.00+0.13
98.down arrow 97.down arrow 86.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.68-0.05-0.25
99.99.up arrow 102.GemFireKey-value, Multi-model infoKey-value store
Document store		2.66-0.04+0.25
100.100.down arrow 92.HyperSQLRelational2.59-0.02-0.11
101.up arrow 113.up arrow 131.TDengineTime Series, Multi-model infoTime Series DBMS
Relational DBMS		2.58+0.31+0.91
102.down arrow 101.down arrow 93.Google Cloud BigtableMulti-model infoKey-value store
Wide column store		2.57+0.02-0.10
103.down arrow 102.down arrow 91.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.530.00-0.18
104.down arrow 103.down arrow 99.IBM CloudantDocument2.500.00+0.00
105.up arrow 106.down arrow 101.Apache Jena - TDBRDF2.49+0.02+0.04
106.down arrow 104.down arrow 100.Apache AccumuloWide column2.49+0.01+0.04
107.up arrow 108.up arrow 111.Amazon NeptuneMulti-model infoGraph DBMS
RDF store		2.47+0.09+0.36
108.down arrow 107.down arrow 95.GraphDBMulti-model infoGraph DBMS
RDF store		2.44+0.03-0.13
109.up arrow 112.up arrow 169.ValkeyKey-value2.41+0.08+1.28
110.up arrow 111.down arrow 103.SAP IQRelational2.35+0.02+0.01
111.down arrow 110.down arrow 98.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.32-0.03-0.19
112.down arrow 105.down arrow 108.CoveoSearch engine2.31-0.16+0.09
113.down arrow 109.down arrow 104.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.29-0.06-0.03
114.114.down arrow 105.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.25-0.01-0.02
115.115.115.CitusRelational, Multi-model infoRelational DBMS
Document store		2.18-0.05+0.19
116.up arrow 119.down arrow 110.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.13+0.09-0.07
117.117.up arrow 124.Apache PhoenixRelational2.09-0.02+0.28
118.up arrow 122.up arrow 142.GBaseRelational2.05+0.10+0.57
119.down arrow 116.up arrow 136.NebulaGraphGraph2.03-0.09+0.42
120.up arrow 132.up arrow 149.VictoriaMetrics detailed informationDetailed vendor-provided information availableTime Series2.01+0.17+0.66
121.down arrow 118.up arrow 122.4DRelational2.00-0.04+0.12
122.down arrow 121.down arrow 107.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.00+0.03-0.22
123.down arrow 120.up arrow 126.CloudKitDocument1.97-0.06+0.19
124.124.up arrow 127.LMDBKey-value1.96+0.01+0.21
125.125.down arrow 113.UniData,UniVerseMultivalue1.94+0.02-0.06
126.down arrow 123.down arrow 118.Percona Server for MySQLRelational1.93-0.03+0.01
127.up arrow 131.down arrow 120.LevelDBKey-value1.91+0.04+0.01
128.down arrow 127.down arrow 112.PouchDBDocument1.89-0.02-0.18
129.up arrow 133.up arrow 135.Amazon CloudSearchSearch engine1.89+0.07+0.27
130.down arrow 129.down arrow 125.Amazon DocumentDBDocument1.890.00+0.10
131.up arrow 134.down arrow 117.MaxDBRelational1.88+0.08-0.08
132.down arrow 128.down arrow 116.InfinispanKey-value1.87-0.02-0.12
133.down arrow 130.down arrow 130.JanusGraphGraph1.84-0.03+0.14
134.down arrow 126.down arrow 96.MemgraphGraph1.83-0.09-0.74
135.up arrow 136.up arrow 137.StardogMulti-model infoGraph DBMS
RDF store		1.79+0.06+0.21
136.down arrow 135.down arrow 121.Apache DrillMulti-model infoDocument store
Relational DBMS		1.76-0.01-0.14
137.up arrow 140.up arrow 147.TigerGraphGraph1.74+0.10+0.33
138.up arrow 147.up arrow 174.StarRocksRelational1.70+0.17+0.62
139.down arrow 138.down arrow 133.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.69-0.02+0.05
140.down arrow 137.up arrow 148.Apache IoTDBTime Series1.68-0.04+0.28
141.down arrow 139.down arrow 132.Oracle CoherenceKey-value1.66-0.02+0.00
142.142.down arrow 129.Oracle Berkeley DBMulti-model infoKey-value store
Native XML DBMS		1.61-0.01-0.10
143.down arrow 141.down arrow 141.SpatiaLiteSpatial, Multi-model infoSpatial DBMS
Relational DBMS		1.60-0.03+0.10
144.up arrow 145.down arrow 134.Amazon SimpleDBKey-value1.57+0.01-0.05
145.down arrow 144.down arrow 139.RRDtoolTime Series1.56-0.02+0.01
146.146.down arrow 140.EXASOLRelational1.550.00+0.04
147.down arrow 143.down arrow 143.DatomicRelational1.55-0.06+0.08
148.148.down arrow 128.IMSNavigational1.54+0.02-0.17
149.up arrow 151.up arrow 180.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.53+0.02+0.53
150.up arrow 153.down arrow 138.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.53+0.05-0.04
151.up arrow 156.down arrow 145.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.52+0.06+0.07
152.152.down arrow 114.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Key-value store
Relational DBMS		1.52+0.01-0.48
153.up arrow 157.up arrow 202.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.49+0.06+0.66
154.up arrow 158.up arrow 179.SurrealDBMulti-model infoDocument store
Graph DBMS		1.49+0.08+0.48
155.down arrow 154.down arrow 146.OpenTSDBTime Series1.46-0.01+0.05
156.down arrow 149.down arrow 150.BaseXNative XML1.45-0.06+0.11
157.down arrow 150.up arrow 191.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.44-0.07+0.52
158.down arrow 155.up arrow 167.MeilisearchMulti-model infoSearch engine
Vector DBMS		1.43-0.04+0.27
159.up arrow 160.down arrow 151.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.39+0.07+0.07
160.down arrow 159.down arrow 153.jBASEMultivalue1.37+0.01+0.06
161.161.down arrow 154.GeodeKey-value1.33+0.01+0.02
162.162.down arrow 144.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.29-0.02-0.17
163.up arrow 171.down arrow 152.D3Multivalue1.28+0.08-0.04
164.164.164.DgraphGraph1.28+0.02+0.09
165.up arrow 166.down arrow 158.Actian NoSQL DatabaseObject oriented1.26+0.01+0.02
166.down arrow 165.down arrow 161.VoltDBRelational1.24-0.01+0.04
167.up arrow 172.up arrow 168.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.24+0.05+0.09
168.down arrow 163.down arrow 160.Amazon TimestreamTime Series1.23-0.03+0.01
169.down arrow 167.down arrow 157.EmpressRelational1.23-0.01-0.02
170.170.170.MnesiaDocument1.23+0.01+0.09
171.down arrow 168.down arrow 159.HFSQLRelational1.21-0.02-0.01
172.down arrow 169.up arrow 173.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS		1.19-0.04+0.09
173.up arrow 175.down arrow 163.Db4oObject oriented1.17+0.01-0.02
174.up arrow 176.up arrow 178.Apache KylinRelational1.150.00+0.14
175.down arrow 174.down arrow 162.IBM Db2 warehouseRelational1.15-0.02-0.04
176.up arrow 178.up arrow 177.LiteDBDocument1.14+0.02+0.09
177.up arrow 186.up arrow 183.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.14+0.07+0.14
178.up arrow 180.up arrow 207.TypesenseSearch engine1.13+0.03+0.33
179.down arrow 177.down arrow 165.ObjectStoreObject oriented1.13+0.00-0.05
180.up arrow 184.up arrow 181.SQLBaseRelational1.11+0.04+0.11
181.up arrow 182.down arrow 171.TimesTenRelational1.090.00-0.04
182.down arrow 173.down arrow 156.TiberoRelational1.09-0.09-0.18
183.down arrow 179.up arrow 187.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.08-0.03+0.14
184.down arrow 181.184.Amazon KeyspacesWide column1.08-0.01+0.09
185.185.down arrow 175.DatameerDocument1.07-0.01-0.01
186.down arrow 183.down arrow 182.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.05-0.03+0.05
187.187.down arrow 176.GiraphGraph1.050.00-0.01
188.188.up arrow 189.NonStop SQLRelational1.00-0.05+0.07
189.up arrow 194.ArcTime Series0.98+0.07
190.up arrow 197.up arrow 211.XapianSearch engine0.98+0.08+0.23
191.down arrow 189.down arrow 185.Alibaba Cloud MaxComputeRelational0.96+0.01+0.00
192.down arrow 191.up arrow 195.GT.MKey-value0.94+0.01+0.05
193.193.up arrow 203.VespaMulti-model infoSearch engine
Vector DBMS		0.94+0.01+0.11
194.up arrow 198.down arrow 172.mSQLRelational0.94+0.05-0.17
195.up arrow 199.up arrow 201.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.93+0.05+0.09
196.down arrow 190.down arrow 190.Oracle RdbRelational0.92-0.030.00
197.up arrow 200.up arrow 228.DoltRelational, Multi-model infoRelational DBMS
Document store		0.90+0.03+0.28
198.down arrow 195.down arrow 197.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.90-0.01+0.03
199.down arrow 196.down arrow 192.Apache HAWQRelational0.88-0.02-0.03
200.up arrow 203.down arrow 166.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.88+0.04-0.29
201.down arrow 192.down arrow 199.DataEaseRelational0.88-0.05+0.03
202.down arrow 201.down arrow 186.CubridRelational0.870.00-0.08
203.down arrow 202.down arrow 200.M3DBTime Series0.85+0.01+0.00
204.up arrow 208.204.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.78-0.01-0.05
205.up arrow 207.205.AltibaseRelational0.78-0.02-0.05
206.206.down arrow 198.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.78-0.03-0.09
207.down arrow 204.up arrow 225.SednaNative XML0.77-0.06+0.13
208.up arrow 209.up arrow 209.NuoDBRelational0.77-0.020.00
209.up arrow 211.up arrow 216.GeoMesaSpatial0.77+0.01+0.05
210.210.down arrow 193.IDMSNavigational0.76-0.02-0.15
211.up arrow 217.down arrow 210.YellowbrickRelational0.74+0.03-0.02
212.up arrow 216.up arrow 217.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.74+0.02+0.03
213.213.down arrow 206.ZODBKey-value0.73+0.01-0.07
214.214.down arrow 208.InfobrightRelational0.73+0.01-0.05
215.215.up arrow 218.BlazegraphMulti-model infoGraph DBMS
RDF store		0.73+0.00+0.02
216.up arrow 218.up arrow 259.Apache SedonaSpatial0.71+0.00+0.29
217.up arrow 222.up arrow 223.KeyDBKey-value0.70+0.02+0.03
218.up arrow 223.down arrow 215.RisingWaveRelational0.70+0.06-0.02
219.up arrow 220.down arrow 213.BigchainDBDocument0.70+0.00-0.03
220.down arrow 219.down arrow 194.MatrixOneRelational0.700.00-0.21
221.down arrow 212.down arrow 219.SciDBMultivalue0.70-0.04-0.01
222.down arrow 221.down arrow 214.Model 204Multivalue0.69+0.00-0.03
223.up arrow 224.down arrow 220.eXist-dbNative XML0.65+0.01-0.03
224.up arrow 229.down arrow 222.Actian VectorRelational0.65+0.03-0.03
225.down arrow 205.down arrow 188.FireboltRelational0.64-0.18-0.30
226.down arrow 225.down arrow 221.RDF4JRDF0.630.00-0.05
227.up arrow 228.down arrow 224.Datacom/DBRelational0.63+0.01-0.02
228.down arrow 226.down arrow 212.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.62-0.01-0.12
229.up arrow 230.up arrow 234.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.620.00+0.04
231.up arrow 234.down arrow 230.Objectivity/DBObject oriented0.61+0.02+0.00
232.down arrow 227.up arrow 252.Apache PinotRelational0.61-0.02+0.15
233.down arrow 232.down arrow 227.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.60+0.00-0.04
234.up arrow 238.up arrow 243.Graph EngineMulti-model infoGraph DBMS
Key-value store		0.58+0.02+0.06
235.up arrow 236.235.BoltDBKey-value0.580.000.00
236.down arrow 233.up arrow 239.DBISAMRelational0.58-0.02+0.03
237.237.down arrow 233.R:BASERelational0.57+0.00-0.01
238.up arrow 240.down arrow 226.SQream DBRelational0.57+0.02-0.07
239.up arrow 242.up arrow 245.DragonflyKey-value0.56+0.02+0.05
240.down arrow 239.down arrow 237.1010dataRelational0.56+0.000.00
241.up arrow 244.down arrow 232.solidDBRelational0.55+0.02-0.03
242.down arrow 235.up arrow 250.Percona Server for MongoDBDocument0.54-0.04+0.08
243.243.down arrow 242.Splice MachineRelational0.53+0.00-0.01
244.down arrow 231.down arrow 240.KairosDBTime Series0.53-0.06-0.01
245.up arrow 246.down arrow 229.ObjectDBObject oriented0.53+0.01-0.07
246.down arrow 241.down arrow 231.FrontBaseRelational0.52-0.02-0.08
247.up arrow 251.up arrow 248.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.51+0.02+0.04
248.248.up arrow 253.ITTIATime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.500.00+0.05
249.down arrow 247.down arrow 196.eXtremeDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.49-0.02-0.39
250.down arrow 245.up arrow 255.Alibaba Cloud Log ServiceSearch engine0.49-0.04+0.05
251.up arrow 254.251.NexusDBRelational0.48+0.03+0.02
252.down arrow 249.up arrow 274.PerstObject oriented0.48-0.01+0.15
253.up arrow 255.down arrow 246.atotiObject oriented0.47+0.03-0.01
254.down arrow 253.up arrow 260.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.45-0.01+0.05
255.down arrow 252.down arrow 249.MapDBKey-value0.44-0.03-0.03
256.up arrow 261.up arrow 261.ScaleArcRelational0.43+0.02+0.04
257.up arrow 260.up arrow 258.ScalarisKey-value0.43+0.01+0.00
258.up arrow 269.up arrow 281.Cloudflare Workers KVKey-value0.42+0.04+0.14
259.down arrow 258.down arrow 247.WebSphere eXtreme ScaleKey-value0.42+0.00-0.06
260.down arrow 259.down arrow 236.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.16
261.up arrow 270.down arrow 257.VistaDBRelational0.40+0.02-0.02
262.up arrow 263.up arrow 279.Kyligence EnterpriseRelational0.40+0.00+0.11
263.up arrow 265.down arrow 254.GemStone/SObject oriented0.390.00-0.05
264.up arrow 266.down arrow 262.OpenInsightMultivalue0.39+0.000.00
265.up arrow 268.up arrow 280.ElassandraWide column, Multi-model infoWide column store
Search engine		0.380.00+0.09
266.down arrow 264.down arrow 244.Apache DorisRelational0.37-0.02-0.14
267.up arrow 275.down arrow 241.SQL.JSRelational0.36+0.01-0.18
268.up arrow 272.down arrow 263.Deep LakeVector0.360.00-0.02
269.down arrow 262.down arrow 238.HarperDocument0.36-0.04-0.19
270.down arrow 257.down arrow 269.LokiJSDocument0.36-0.07+0.01
271.down arrow 267.up arrow 286.RaptorDBDocument0.36-0.03+0.09
272.up arrow 276.272.Comdb2Relational0.35+0.00+0.02
273.up arrow 274.down arrow 267.HibariKey-value0.35-0.010.00
274.down arrow 256.down arrow 266.AlaSQLMulti-model infoDocument store
Relational DBMS		0.35-0.09-0.01
275.down arrow 273.down arrow 265.MarqoSearch engine0.34-0.01-0.01
276.up arrow 288.down arrow 256.FlureeGraph0.34+0.06-0.10
277.277.up arrow 285.CnosDBTime Series0.340.00+0.06
278.278.down arrow 264.RasdamanMultivalue0.330.00-0.05
279.down arrow 271.up arrow 299.Alibaba Cloud TSDBTime Series0.33-0.04+0.10
280.down arrow 279.down arrow 275.Northgate RealityMultivalue0.33+0.01+0.00
281.up arrow 284.up arrow 290.InfiniteGraphGraph0.31+0.02+0.06
282.down arrow 281.down arrow 273.SequoiadbMulti-model infoDocument store
Relational DBMS		0.31+0.01-0.02
283.down arrow 280.down arrow 271.SearchBloxSearch engine0.31-0.01-0.03
284.up arrow 289.up arrow 295.DatabendRelational0.30+0.03+0.06
285.up arrow 286.down arrow 284.Actian PSQLRelational0.30+0.01+0.03
286.up arrow 292.up arrow 304.Mimer SQLRelational0.29+0.03+0.08
287.up arrow 312.up arrow 351.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.28+0.08+0.22
288.down arrow 287.down arrow 282.StarcounterObject oriented0.28+0.00+0.00
289.down arrow 282.down arrow 268.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.28-0.02-0.07
290.290.down arrow 277.StrabonRDF0.270.00-0.03
291.up arrow 303.up arrow 296.RDFoxMulti-model infoGraph DBMS
RDF store
Relational DBMS		0.27+0.05+0.04
292.up arrow 304.up arrow 306.FalkorDBGraph0.26+0.04+0.06
293.up arrow 295.down arrow 276.ModeShapeContent0.26+0.01-0.05
294.down arrow 285.up arrow 297.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.25-0.03+0.02
295.up arrow 296.down arrow 294.BrytlytRelational0.25+0.000.00
296.up arrow 297.down arrow 283.Project VoldemortKey-value0.25+0.00-0.02
297.up arrow 298.down arrow 278.ValdVector0.24+0.00-0.06
298.down arrow 283.298.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.24-0.05+0.01
299.up arrow 305.down arrow 293.OpenQMMultivalue0.24+0.02-0.01
300.up arrow 310.300.FeatureBaseRelational0.23+0.02+0.01
301.301.up arrow 302.RedStoreRDF0.23+0.00+0.01
302.down arrow 299.down arrow 291.Manticore SearchSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.230.00-0.03
303.down arrow 302.up arrow 328.PieCloudDBRelational0.230.00+0.09
304.down arrow 294.up arrow 308.Valentina ServerRelational0.22-0.03+0.03
305.up arrow 306.up arrow 307.XTDBDocument0.22+0.00+0.02
306.up arrow 311.down arrow 288.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.22+0.01-0.05
307.up arrow 308.down arrow 303.Actian FastObjectsObject oriented0.22+0.00+0.00
308.up arrow 309.down arrow 287.4storeRDF0.22+0.00-0.05
309.down arrow 307.down arrow 305.YTsaurusMulti-model infoDocument store
Key-value store		0.210.00+0.01
310.down arrow 291.310.PipelineDBRelational0.21-0.06+0.03
311.up arrow 313.up arrow 314.AnzoGraph DBMulti-model infoGraph DBMS
RDF store		0.21+0.01+0.03
312.up arrow 316.up arrow 319.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.20+0.02+0.03
313.up arrow 315.up arrow 347.Tokyo TyrantKey-value0.20+0.01+0.13
314.down arrow 300.up arrow 342.Kyoto TycoonKey-value0.20-0.04+0.11
315.down arrow 314.up arrow 321.NEventStoreEvent0.200.00+0.04
316.down arrow 293.down arrow 292.ImmudbKey-value, Multi-model infoKey-value store
Relational DBMS		0.19-0.06-0.06
317.up arrow 318.down arrow 313.YottaDBKey-value, Multi-model infoKey-value store
Relational DBMS		0.18+0.00+0.00
318.down arrow 317.down arrow 289.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.180.00-0.08
319.319.down arrow 311.AxibaseTime Series0.18+0.00-0.01
320.320.down arrow 316.TransLatticeRelational0.18+0.00+0.00
321.321.up arrow 334.Warp 10Time Series0.17+0.00+0.04
322.up arrow 337.up arrow 332.MulgaraRDF0.17+0.05+0.04
323.down arrow 322.down arrow 318.Tibco ComputeDBRelational0.16-0.01-0.01
324.down arrow 323.down arrow 301.RedlandRDF0.16+0.00-0.06
325.up arrow 333.down arrow 317.Apache HugeGraphGraph0.16+0.03-0.02
326.down arrow 325.up arrow 329.BigObjectRelational0.15+0.00+0.01
327.327.down arrow 323.XtremeDataRelational0.15+0.00+0.00
328.down arrow 326.down arrow 312.IBM Db2 Event StoreMulti-model infoEvent Store
Time Series DBMS		0.150.00-0.04
329.329.down arrow 325.EsgynDBRelational0.14+0.000.00
330.down arrow 328.down arrow 270.TajoRelational0.140.00-0.20
331.down arrow 330.down arrow 329.ElevateDBRelational0.14+0.000.00
332.up arrow 345.up arrow 335.GreptimeDBMulti-model infoTime Series, Observability
Time Series DBMS		0.14+0.04+0.01
333.up arrow 334.down arrow 324.UltipaGraph0.13+0.01-0.02
334.up arrow 344.up arrow 336.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.13+0.03+0.00
335.up arrow 336.down arrow 326.HyperGraphDBGraph0.13+0.01-0.02
336.up arrow 338.down arrow 331.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.13+0.01-0.02
337.down arrow 332.down arrow 320.Riak TSTime Series0.130.00-0.04
338.down arrow 335.down arrow 333.QuasardbTime Series0.12+0.00-0.01
339.up arrow 342.up arrow 341.SparkseeGraph0.12+0.02+0.02
340.up arrow 348.down arrow 322.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.12+0.02-0.03
341.down arrow 340.down arrow 327.FlockDBGraph0.11+0.01-0.03
342.342.up arrow 382.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.11+0.01+0.11
343.down arrow 341.down arrow 309.BadgerKey-value0.11+0.00-0.08
344.down arrow 339.up arrow 382.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.11+0.00+0.11
345.up arrow 354.up arrow 346.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.10+0.03+0.03
346.up arrow 360.up arrow 368.KuzuGraph0.09+0.04+0.08
347.down arrow 346.down arrow 340.GraphBaseGraph0.090.00-0.02
348.down arrow 347.down arrow 337.SpeedbKey-value0.090.00-0.03
349.down arrow 324.down arrow 338.LovefieldRelational0.09-0.06-0.02
350.down arrow 331.down arrow 315.Alibaba Cloud Table StoreWide column0.08-0.05-0.10
351.351.down arrow 348.ExorbyteSearch engine0.08+0.00+0.01
352.up arrow 357.down arrow 339.EJDBDocument0.08+0.01-0.03
353.353.down arrow 345.SiteWhereTime Series0.07+0.00+0.00
354.up arrow 355.down arrow 349.ScaleOut StateServerKey-value0.07+0.00+0.01
355.down arrow 350.VictoriaLogs detailed informationDetailed vendor-provided information availableSearch engine0.07-0.01
356.356.down arrow 350.CubicWebRDF0.07+0.00+0.00
357.down arrow 349.down arrow 353.BluefloodTime Series0.06-0.03+0.00
357.up arrow 358.down arrow 353.EllipticsKey-value0.06+0.00+0.00
359.up arrow 361.down arrow 355.SenseiDBDocument0.05+0.00+0.00
360.up arrow 371.up arrow 365.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.05+0.02+0.03
361.up arrow 366.up arrow 382.IndicaSearch engine0.04+0.00+0.04
362.up arrow 363.down arrow 344.Machbase NeoTime Series0.04+0.00-0.04
362.up arrow 363.down arrow 358.NosDBDocument0.04+0.00+0.00
362.up arrow 363.down arrow 361.STSdbKey-value0.04+0.00+0.01
365.up arrow 367.down arrow 360.WakandaDBObject oriented0.03+0.00+0.00
366.up arrow 368.down arrow 343.JadeObject oriented0.030.00-0.05
367.up arrow 369.up arrow 382.Sadas EngineRelational0.03+0.00+0.03
368.up arrow 370.down arrow 361.JethroDataRelational0.03+0.00+0.00
369.up arrow 372.down arrow 364.HeroicTime Series0.02+0.000.00
370.up arrow 373.up arrow 372.Hawkular MetricsTime Series0.02+0.00+0.01
371.up arrow 376.down arrow 363.OpenMLDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.02+0.00-0.01
372.up arrow 377.down arrow 366.DydraRDF0.02+0.00+0.00
373.up arrow 378.down arrow 367.SmallSQLRelational0.02+0.000.00
374.up arrow 375.down arrow 356.TinkerGraphGraph0.020.00-0.03
375.up arrow 379.down arrow 369.SparkleDBRDF0.020.000.00
376.up arrow 380.down arrow 373.gStoreMulti-model infoGraph DBMS
RDF store		0.01+0.00+0.00
377.up arrow 381.down arrow 370.AcebaseDocument0.01+0.000.00
378.up arrow 382.down arrow 371.Resin CacheKey-value0.01+0.000.00
379.up arrow 383.down arrow 374.SWC-DBWide column, Multi-model infoWide column store
Time Series DBMS		0.01+0.000.00
380.up arrow 384.down arrow 375.EloqueraObject oriented0.01+0.00+0.00
381.up arrow 386.down arrow 378.OushuDBRelational0.00+0.00+0.00
382.up arrow 387.down arrow 379.SiaqodbObject oriented0.00+0.00+0.00
383.down arrow 359.down arrow 380.LedisDBKey-value0.00-0.05+0.00
384.up arrow 388.down arrow 381.SwayDBKey-value0.00+0.00+0.00
385.385.down arrow 382.ActorDBRelational0.000.00±0.00
385.up arrow 389.down arrow 359.AntDBRelational0.00±0.00-0.03
385.up arrow 389.down arrow 382.BergDBKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 382.BrightstarDBRDF0.00±0.00±0.00
385.up arrow 389.down arrow 382.Cachelot.ioKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 382.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
385.up arrow 389.down arrow 382.CovenantSQLRelational0.00±0.00±0.00
385.up arrow 389.down arrow 382.DaggerDBRelational0.00±0.00±0.00
385.up arrow 389.down arrow 382.DataFSObject oriented, Multi-model infoObject oriented DBMS
Graph DBMS		0.00±0.00±0.00
385.up arrow 389.Diana DBNoSQL0.00±0.00
385.up arrow 389.down arrow 382.Edge IntelligenceRelational0.00±0.00±0.00
385.up arrow 389.down arrow 382.EdgelessDBRelational0.00±0.00±0.00
385.up arrow 389.down arrow 382.GalaxybaseGraph0.00±0.00±0.00
385.up arrow 389.down arrow 382.H2GISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
385.up arrow 389.down arrow 382.HeliumKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 382.HGraphDBGraph0.00±0.00±0.00
385.up arrow 389.down arrow 382.HyperLevelDBKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 382.iBoxDBDocument0.00±0.00±0.00
385.up arrow 389.down arrow 382.InfinityDBKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 376.JaguarDBMulti-model infoKey-value store
Vector DBMS		0.00±0.00-0.01
385.up arrow 389.down arrow 382.JasDBDocument0.00±0.00±0.00
385.up arrow 389.down arrow 382.K-DBRelational0.00±0.00±0.00
385.up arrow 389.down arrow 382.NewtsTime Series0.00±0.00±0.00
385.up arrow 389.down arrow 382.NSDbTime Series0.00±0.00±0.00
385.up arrow 389.down arrow 382.openGeminiTime Series0.00±0.00±0.00
385.up arrow 389.down arrow 382.OpenTenBaseRelational0.00±0.00±0.00
385.up arrow 389.RayforceDBColumnar0.00±0.00
385.up arrow 389.down arrow 357.ReductStoreTime Series0.00±0.00-0.05
385.up arrow 389.down arrow 382.RizhiyiSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.00±0.00±0.00
385.up arrow 389.down arrow 382.searchxmlMulti-model infoNative XML DBMS
Search engine		0.00±0.00±0.00
385.down arrow 374.down arrow 382.SiriDBTime Series0.00-0.02±0.00
385.up arrow 389.down arrow 377.SkytableKey-value0.00±0.000.00
385.up arrow 389.down arrow 382.SpaceTimeSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
385.SpacetimeDBRelational0.00
385.up arrow 389.down arrow 382.SvectorDBVector0.00±0.00±0.00
385.up arrow 389.down arrow 382.TerarkDBKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 352.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.00±0.00-0.06
385.up arrow 389.down arrow 382.TkrzwKey-value0.00±0.00±0.00
385.up arrow 389.down arrow 382.TomP2PKey-value0.00±0.00±0.00
385.down arrow 352.down arrow 382.TransbaseRelational0.00-0.07±0.00
385.up arrow 389.down arrow 382.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00±0.00
385.up arrow 389.down arrow 382.Transwarp HippoVector0.00±0.00±0.00
385.up arrow 389.down arrow 382.Transwarp KunDBRelational0.00±0.00±0.00
385.up arrow 389.down arrow 382.Transwarp StellarDBGraph0.00±0.00±0.00
385.up arrow 389.down arrow 382.UpscaledbKey-value0.00±0.00±0.00
385.down arrow 362.down arrow 382.VelocityDBMulti-model infoGraph DBMS
Object oriented DBMS		0.00-0.05±0.00
385.VillageSQLRelational0.00
385.up arrow 389.down arrow 382.WhiteDBDocument0.00±0.00±0.00



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