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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.

438 systems in ranking, September 2026
RankDBMSDatabase ModelScore
Sep
2026		Aug
2026		Sep
2025		Sep
2026		Aug
2026		Sep
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1122.27-1.17-48.36
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		844.82+2.50-46.95
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		698.69+4.13-18.63
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		683.26-1.32+26.08
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		381.31-3.57+0.81
6.6.6.SnowflakeRelational211.61-4.28+21.42
7.7.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		168.34+2.53+44.27
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		158.06+1.55+12.89
9.9.down arrow 8.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		110.57-1.50-13.61
10.up arrow 11.up arrow 11.SQLiteRelational97.05+1.11-10.83
11.up arrow 12.down arrow 10.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		95.50+1.16-22.75
12.down arrow 10.12.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS		93.96-6.02-13.02
13.13.13.MariaDBRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		74.42-4.65-17.04
14.14.up arrow 18.SplunkSearch engine71.68+0.45-4.09
15.up arrow 16.up arrow 16.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		70.84+0.08-8.34
16.down arrow 15.up arrow 17.Apache HiveRelational70.11-0.97-5.98
17.17.down arrow 14.Microsoft AccessRelational63.06-1.24-20.55
18.18.down arrow 15.Amazon DynamoDBMulti-model infoDocument store
Key-value store		56.36+2.16-23.92
19.19.19.Google BigQueryRelational52.58-0.12-13.42
20.20.20.Neo4jGraph47.17-2.42-6.61
21.21.21.Apache SolrSearch engine, Multi-model infoSearch engine
Spatial DBMS		34.03+1.00-2.73
22.22.up arrow 24.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		33.18+1.64+0.11
23.23.23.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.18-0.04-3.23
24.24.down arrow 22.FileMakerRelational30.16+0.77-4.29
25.25.25.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		26.06+0.96-1.69
26.26.up arrow 31.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		25.83+0.88+5.69
27.up arrow 28.up arrow 29.PostGISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		23.85+1.65+2.17
28.down arrow 27.down arrow 26.Apache Spark (SQL)Relational23.32+0.85-2.04
29.29.down arrow 28.InfluxDBTime Series, Multi-model infoTime Series DBMS
Spatial DBMS		22.30+0.93-1.45
30.30.up arrow 32.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS		22.11+1.07+2.18
31.31.down arrow 27.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		20.35-0.31-3.59
32.up arrow 33.Microsoft FabricRelational19.41+0.68
33.down arrow 32.down arrow 30.Apache HBaseWide column18.56-1.61-2.83
34.34.down arrow 33.FirebirdRelational17.43-0.27+0.89
35.up arrow 36.up arrow 37.Amazon RedshiftRelational16.46-0.31+1.32
36.down arrow 35.up arrow 39.Microsoft Azure Synapse AnalyticsRelational16.18-1.00+2.26
37.37.down arrow 36.Firebase Realtime DatabaseDocument14.96-0.89-0.44
38.38.down arrow 34.MemcachedKey-value13.06-1.20-3.10
39.39.down arrow 35.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		12.88-0.59-2.64
40.40.40.Apache FlinkRelational11.51-0.30-1.52
41.41.down arrow 38.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		11.10+0.29-2.97
42.42.up arrow 44.DuckDBRelational10.60+0.30+1.91
43.up arrow 46.up arrow 50.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		9.65+0.49+2.38
44.down arrow 43.up arrow 45.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.57-0.23+1.22
45.down arrow 44.down arrow 41.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		9.43-0.25-3.15
46.down arrow 45.up arrow 60.PineconeVector9.07-0.25+3.09
47.up arrow 49.47.PrometheusTime Series8.99+0.15+1.06
48.48.down arrow 43.Google Cloud FirestoreDocument8.87-0.08-0.30
49.down arrow 47.down arrow 46.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		8.42-0.59+0.23
50.up arrow 52.up arrow 55.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.78+0.44+1.20
51.down arrow 50.down arrow 42.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		7.74-0.48-1.74
52.up arrow 53.down arrow 49.etcdKey-value7.36+0.26-0.08
53.up arrow 55.up arrow 66.MilvusVector6.85+0.30+2.33
54.up arrow 59.up arrow 82.QdrantVector6.82+0.61+3.38
55.down arrow 51.down arrow 52.dBASERelational6.77-0.77-0.20
56.down arrow 54.down arrow 53.AlgoliaSearch engine6.61-0.40-0.28
57.57.up arrow 59.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS		6.57+0.16+0.51
58.down arrow 56.down arrow 54.RealmDocument6.41-0.06-0.40
59.up arrow 60.down arrow 57.PrestoRelational6.18+0.09-0.30
60.up arrow 62.down arrow 51.NetezzaRelational5.95+0.04-1.14
61.down arrow 58.down arrow 56.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		5.94-0.33-0.61
62.up arrow 64.down arrow 58.SphinxSearch engine5.93+0.16-0.26
63.down arrow 61.up arrow 68.TimescaleDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Relational DBMS		5.92-0.13+1.63
64.down arrow 63.down arrow 48.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		5.58-0.28-1.89
65.65.up arrow 69.ScyllaDBWide column, Multi-model infoWide column store
Key-value store		4.88-0.09+0.89
66.up arrow 67.up arrow 125.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		4.83-0.03+2.88
67.down arrow 66.up arrow 93.WeaviateVector4.74-0.14+1.83
68.68.down arrow 62.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.52-0.09-0.74
69.up arrow 73.up arrow 73.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		4.36+0.30+0.59
70.70.down arrow 61.Oracle EssbaseRelational4.35-0.09-0.93
71.71.down arrow 63.GraphiteTime Series4.26-0.10-0.92
72.down arrow 69.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.		4.23-0.37-0.81
73.down arrow 72.down arrow 64.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		4.12-0.21-0.98
74.up arrow 75.74.Apache JackrabbitContent3.82-0.04+0.09
75.up arrow 78.down arrow 67.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		3.81+0.15-0.51
76.down arrow 74.up arrow 84.RocksDBKey-value3.79-0.15+0.46
77.up arrow 80.up arrow 78.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.57+0.08-0.05
78.up arrow 79.up arrow 150.Alibaba Cloud PolarDBRelational3.40-0.20+1.87
79.down arrow 76.down arrow 76.InterbaseRelational3.39-0.36-0.30
80.up arrow 81.up arrow 91.Arango detailed informationDetailed vendor-provided information availableMulti-model infoDocument store
Graph DBMS
Key-value store
Multi-Model DBMS
Search engine
Vector DBMS		3.38-0.07+0.44
81.up arrow 86.down arrow 75.Google Cloud DatastoreDocument3.33+0.06-0.37
82.down arrow 77.up arrow 83.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.30-0.36-0.12
83.up arrow 84.down arrow 77.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.18-0.14-0.49
84.down arrow 82.down arrow 72.OpenEdgeRelational3.17-0.21-0.64
85.85.down arrow 79.QuestDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.13-0.15-0.37
86.up arrow 87.down arrow 85.Riak KVKey-value3.13+0.01-0.19
87.up arrow 90.down arrow 81.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.09+0.02-0.36
88.88.down arrow 70.IngresRelational3.08-0.03-0.84
89.up arrow 93.down arrow 71.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		3.05+0.06-0.86
90.down arrow 89.up arrow 131.TDengineTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.02-0.08+1.19
91.up arrow 92.down arrow 86.Apache DerbyRelational3.00+0.00-0.28
92.down arrow 91.up arrow 110.ChromaVector2.98-0.02+0.62
93.up arrow 94.down arrow 89.Google Cloud SpannerRelational2.97+0.09-0.12
94.down arrow 83.down arrow 87.SAP SQL AnywhereRelational2.95-0.40-0.31
95.95.up arrow 98.AdabasMultivalue2.81+0.03+0.12
96.up arrow 103.up arrow 139.Apache IoTDBTime Series2.76+0.23+1.08
97.97.down arrow 88.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.75+0.02-0.35
98.up arrow 100.up arrow 107.Amazon NeptuneMulti-model infoGraph DBMS
RDF store		2.75+0.08+0.32
99.down arrow 96.down arrow 80.EhcacheKey-value2.73-0.01-0.75
100.down arrow 98.down arrow 94.Microsoft Azure Table StorageWide column2.64-0.04-0.20
101.up arrow 105.down arrow 95.HyperSQLRelational2.59+0.11-0.24
102.down arrow 99.up arrow 137.ValkeyKey-value2.58-0.09+0.85
103.down arrow 102.down arrow 92.GemFireKey-value, Multi-model infoKey-value store
Document store		2.550.00-0.38
104.down arrow 101.down arrow 102.Apache AccumuloWide column2.54-0.02-0.01
105.up arrow 109.down arrow 97.Google Cloud BigtableMulti-model infoKey-value store
Wide column store		2.52+0.10-0.24
106.106.down arrow 101.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.50+0.06-0.09
107.up arrow 108.down arrow 105.Apache Jena - TDBRDF2.40-0.03-0.11
108.up arrow 111.up arrow 111.GraphDBMulti-model infoGraph DBMS
RDF store
yes, supports real-time synchronization and indexing with Elasticsearch and OpenSearch (including vector search capabilities), Lucene, Kafka, and GeoSPARQL geometry data indexes		2.38-0.01+0.02
109.down arrow 107.down arrow 103.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.36-0.07-0.17
110.up arrow 112.down arrow 96.IBM CloudantDocument2.33+0.03-0.46
111.up arrow 115.down arrow 108.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.26+0.02-0.17
112.up arrow 117.up arrow 210.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		2.24+0.07+1.47
113.up arrow 114.down arrow 100.SAP IQRelational2.23-0.02-0.40
114.down arrow 110.down arrow 99.CoveoSearch engine2.22-0.18-0.43
115.down arrow 104.down arrow 109.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.19-0.32-0.20
116.up arrow 118.116.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.16+0.07+0.03
117.up arrow 126.up arrow 136.StardogMulti-model infoGraph DBMS
RDF store		2.15+0.21+0.40
118.down arrow 113.down arrow 90.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.15-0.11-0.89
119.up arrow 121.up arrow 127.CloudKitDocument2.12+0.09+0.20
120.up arrow 122.down arrow 112.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.05+0.04-0.22
121.down arrow 119.down arrow 114.CitusRelational, Multi-model infoRelational DBMS
Document store		2.05-0.02-0.16
122.down arrow 120.down arrow 115.Apache PhoenixRelational2.030.00-0.15
123.up arrow 125.up arrow 126.Amazon CloudSearchSearch engine2.01+0.05+0.08
124.124.down arrow 119.4DRelational1.97-0.04-0.10
125.down arrow 123.up arrow 146.GBaseRelational1.95-0.06+0.37
126.up arrow 132.up arrow 130.JanusGraphGraph1.95+0.10+0.09
127.up arrow 129.up arrow 133.TigerGraphGraph1.95+0.09+0.14
128.down arrow 127.down arrow 121.LMDBKey-value1.93+0.03-0.08
129.down arrow 128.down arrow 124.Amazon DocumentDBDocument1.93+0.04-0.03
130.down arrow 116.down arrow 113.UniData,UniVerseMultivalue1.88-0.31-0.38
131.down arrow 130.down arrow 117.Percona Server for MySQLRelational1.87+0.01-0.24
132.up arrow 135.down arrow 129.MaxDBRelational1.85+0.07-0.01
133.133.down arrow 118.LevelDBKey-value1.82+0.02-0.28
134.up arrow 136.down arrow 123.PouchDBDocument1.80+0.02-0.17
135.down arrow 134.down arrow 120.InfinispanKey-value1.800.00-0.25
136.up arrow 137.down arrow 106.MemgraphGraph1.79+0.04-0.64
137.up arrow 139.down arrow 128.Apache DrillMulti-model infoDocument store
Relational DBMS		1.70+0.00-0.16
138.up arrow 143.up arrow 156.IMSNavigational1.69+0.08+0.31
139.down arrow 138.down arrow 104.NebulaGraphGraph1.69-0.04-0.84
140.up arrow 141.down arrow 132.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.65+0.02-0.15
141.down arrow 131.up arrow 152.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.63-0.22+0.13
142.down arrow 140.down arrow 140.SpatiaLiteSpatial, Multi-model infoSpatial DBMS
Relational DBMS		1.63-0.06-0.05
143.up arrow 144.down arrow 134.Oracle CoherenceKey-value1.58-0.01-0.21
144.up arrow 145.up arrow 147.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.57-0.010.00
145.up arrow 147.down arrow 138.Amazon SimpleDBKey-value1.57+0.03-0.14
146.down arrow 142.up arrow 162.StarRocksRelational1.56-0.07+0.23
147.down arrow 146.up arrow 149.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.54-0.01-0.02
148.148.down arrow 141.Oracle Berkeley DBMulti-model infoKey-value store
Native XML DBMS		1.520.00-0.14
149.up arrow 151.down arrow 148.EXASOLRelational1.50+0.01-0.06
150.down arrow 149.down arrow 144.DatomicRelational1.50-0.01-0.08
151.up arrow 154.down arrow 135.VictoriaMetricsTime Series1.49+0.04-0.26
152.152.up arrow 170.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.49+0.01+0.23
153.153.down arrow 142.RRDtoolTime Series1.46+0.00-0.19
154.down arrow 150.down arrow 153.MeilisearchMulti-model infoSearch engine
Vector DBMS		1.46-0.05-0.03
155.up arrow 156.down arrow 145.OpenTSDBTime Series1.42+0.02-0.15
156.down arrow 155.up arrow 169.SurrealDBMulti-model infoDocument store
Graph DBMS		1.42-0.01+0.14
157.157.down arrow 151.BaseXNative XML1.40-0.01-0.13
158.up arrow 162.down arrow 143.HFSQLRelational1.40+0.06-0.19
159.159.down arrow 157.jBASEMultivalue1.39+0.02+0.01
160.up arrow 164.up arrow 161.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.37+0.06+0.04
161.down arrow 158.up arrow 164.D3Multivalue1.34-0.04+0.04
162.down arrow 161.down arrow 155.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.32-0.02-0.07
163.up arrow 166.down arrow 159.Amazon TimestreamTime Series1.32+0.04-0.04
164.up arrow 169.down arrow 160.DgraphGraph1.29+0.06-0.04
165.up arrow 171.ArcTime Series1.28+0.06
166.up arrow 167.down arrow 154.GeodeKey-value1.27+0.00-0.13
167.down arrow 165.down arrow 158.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.24-0.03-0.13
168.168.down arrow 166.EmpressRelational1.23-0.04-0.06
169.up arrow 173.up arrow 175.Apache KylinRelational1.21+0.020.00
170.down arrow 163.down arrow 122.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Key-value store
Relational DBMS		1.19-0.13-0.81
171.up arrow 174.down arrow 165.VoltDBRelational1.19+0.00-0.10
172.up arrow 180.down arrow 167.IBM Db2 warehouseRelational1.19+0.07-0.10
173.down arrow 172.up arrow 176.Actian NoSQL DatabaseObject oriented1.18-0.03-0.03
174.up arrow 179.174.Amazon KeyspacesWide column1.17+0.04-0.06
175.down arrow 160.down arrow 172.TypesenseSearch engine1.16-0.20-0.09
176.down arrow 175.up arrow 177.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS		1.160.00-0.05
177.177.up arrow 178.Db4oObject oriented1.140.00-0.06
178.down arrow 176.down arrow 171.MnesiaDocument1.13-0.01-0.12
179.up arrow 181.179.LiteDBDocument1.12+0.01-0.07
180.up arrow 183.up arrow 181.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.12+0.02-0.04
181.up arrow 186.up arrow 188.Alibaba Cloud MaxComputeRelational1.10+0.06+0.09
182.down arrow 170.up arrow 194.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		1.10-0.14+0.13
183.up arrow 184.down arrow 180.ObjectStoreObject oriented1.08-0.01-0.10
184.up arrow 185.down arrow 173.TiberoRelational1.07+0.01-0.16
186.down arrow 182.down arrow 163.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.05-0.06-0.28
187.up arrow 188.down arrow 183.TimesTenRelational1.04+0.00-0.09
188.down arrow 187.down arrow 184.DatameerDocument1.02-0.01-0.10
189.up arrow 191.down arrow 182.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.00+0.01-0.15
190.190.up arrow 227.DoltRelational, Multi-model infoRelational DBMS
Document store		1.000.00+0.37
191.down arrow 189.down arrow 168.SQLBaseRelational0.98-0.04-0.31
192.192.down arrow 185.GiraphGraph0.97-0.01-0.11
193.193.down arrow 190.NonStop SQLRelational0.94+0.01-0.07
194.194.down arrow 189.VespaMulti-model infoSearch engine
Vector DBMS		0.93+0.01-0.08
195.up arrow 196.up arrow 197.GT.MKey-value0.900.00+0.00
196.up arrow 198.up arrow 198.M3DBTime Series0.89+0.01+0.01
197.down arrow 195.up arrow 205.XapianSearch engine0.89-0.02+0.09
198.down arrow 197.down arrow 195.DataEaseRelational0.88-0.01-0.02
199.199.down arrow 191.Apache HAWQRelational0.840.00-0.15
200.200.down arrow 192.Oracle RdbRelational0.83+0.00-0.15
201.up arrow 202.201.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.81+0.01-0.02
202.down arrow 201.down arrow 187.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.80-0.03-0.24
203.up arrow 205.down arrow 193.CubridRelational0.76-0.02-0.21
204.down arrow 203.up arrow 225.RisingWaveRelational0.76-0.04+0.12
205.up arrow 207.down arrow 196.AltibaseRelational0.75+0.01-0.15
206.down arrow 204.down arrow 204.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.75-0.04-0.06
207.up arrow 210.down arrow 203.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.74+0.02-0.08
208.up arrow 212.up arrow 214.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.73+0.02+0.00
209.up arrow 214.up arrow 219.KeyDBKey-value0.72+0.02+0.04
210.down arrow 209.up arrow 213.IDMSNavigational0.72+0.00-0.02
211.down arrow 208.up arrow 234.SednaNative XML0.72-0.01+0.12
212.down arrow 211.down arrow 208.NuoDBRelational0.72+0.00-0.05
213.up arrow 216.down arrow 206.BlazegraphMulti-model infoGraph DBMS
RDF store		0.71+0.02-0.08
214.down arrow 213.down arrow 199.GeoMesaSpatial0.710.00-0.14
215.up arrow 217.215.YellowbrickRelational0.71+0.02-0.01
216.down arrow 215.down arrow 202.ZODBKey-value0.70+0.00-0.12
217.up arrow 218.down arrow 209.InfobrightRelational0.680.00-0.08
218.up arrow 219.down arrow 212.BigchainDBDocument0.67-0.01-0.08
219.up arrow 221.down arrow 211.MatrixOneRelational0.67+0.02-0.09
220.down arrow 206.down arrow 186.mSQLRelational0.67-0.08-0.38
221.down arrow 220.down arrow 216.Model 204Multivalue0.65-0.02-0.06
222.up arrow 225.up arrow 240.Graph EngineMulti-model infoGraph DBMS
Key-value store		0.64+0.03+0.08
223.up arrow 234.up arrow 226.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.64+0.07+0.00
224.down arrow 223.down arrow 200.SciDBMultivalue0.64+0.01-0.19
225.up arrow 230.up arrow 255.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.62+0.04+0.19
226.up arrow 227.down arrow 221.RDF4JRDF0.62+0.02-0.06
227.down arrow 224.down arrow 224.Apache SedonaSpatial0.62+0.01-0.03
228.down arrow 226.up arrow 231.Alibaba Cloud Log ServiceSearch engine0.61+0.01+0.01
229.down arrow 228.down arrow 217.eXist-dbNative XML0.60+0.01-0.10
230.down arrow 229.down arrow 218.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.60+0.01-0.10
231.up arrow 233.down arrow 222.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.570.00-0.08
232.down arrow 231.down arrow 220.Datacom/DBRelational0.57-0.02-0.11
233.up arrow 235.up arrow 239.R:BASERelational0.560.000.00
234.up arrow 236.up arrow 235.SQream DBRelational0.56+0.01-0.03
235.down arrow 232.down arrow 223.Actian VectorRelational0.56-0.01-0.09
236.up arrow 237.up arrow 241.DragonflyKey-value0.55+0.00+0.00
237.down arrow 222.down arrow 229.FireboltRelational0.55-0.09-0.07
238.up arrow 240.down arrow 228.Apache PinotRelational0.55+0.01-0.08
239.down arrow 238.down arrow 232.BoltDBKey-value0.54+0.00-0.06
240.up arrow 242.up arrow 271.PerstObject oriented0.54+0.02+0.18
241.down arrow 239.up arrow 243.Splice MachineRelational0.540.00+0.00
242.up arrow 243.down arrow 236.1010dataRelational0.53+0.00-0.06
243.up arrow 244.up arrow 245.ObjectDBObject oriented0.52+0.00+0.01
244.up arrow 247.244.KairosDBTime Series0.52+0.01-0.02
245.down arrow 241.down arrow 230.Objectivity/DBObject oriented0.51-0.02-0.10
246.down arrow 245.down arrow 233.solidDBRelational0.510.00-0.09
247.down arrow 246.down arrow 237.DBISAMRelational0.510.00-0.08
248.up arrow 249.up arrow 249.Percona Server for MongoDBDocument0.50+0.01+0.00
249.up arrow 253.down arrow 238.FrontBaseRelational0.48+0.02-0.09
250.down arrow 248.up arrow 281.Northgate RealityMultivalue0.48-0.03+0.19
251.up arrow 252.down arrow 250.atotiObject oriented0.48+0.01-0.02
252.up arrow 256.up arrow 253.NexusDBRelational0.46+0.02-0.02
253.down arrow 251.up arrow 262.ScalarisKey-value0.45-0.02+0.04
254.254.down arrow 246.ITTIATime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.45-0.01-0.06
255.up arrow 259.up arrow 274.Kyligence EnterpriseRelational0.45+0.02+0.09
256.up arrow 257.up arrow 257.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.44+0.00+0.01
257.up arrow 262.down arrow 248.Deep LakeVector0.43+0.02-0.07
258.258.down arrow 207.eXtremeDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.430.00-0.36
259.up arrow 260.down arrow 247.WebSphere eXtreme ScaleKey-value0.420.00-0.09
260.up arrow 261.down arrow 256.YDBMulti-model infoDocument store
Relational DBMS		0.420.00-0.02
261.down arrow 255.up arrow 269.Cloudflare Workers KVKey-value0.42-0.03+0.04
262.up arrow 263.down arrow 254.MapDBKey-value0.410.00-0.06
263.up arrow 264.up arrow 267.ScaleArcRelational0.390.00-0.01
264.down arrow 250.down arrow 251.Apache DorisRelational0.39-0.09-0.10
265.265.up arrow 268.OpenInsightMultivalue0.390.00+0.00
266.up arrow 270.down arrow 264.HibariKey-value0.38+0.01-0.03
267.267.down arrow 263.GemStone/SObject oriented0.370.00-0.04
268.up arrow 269.down arrow 258.ElassandraWide column, Multi-model infoWide column store
Search engine		0.370.00-0.06
269.up arrow 274.down arrow 252.CnosDBTime Series0.36+0.03-0.13
270.down arrow 266.down arrow 265.SQL.JSRelational0.36-0.03-0.05
271.271.up arrow 276.Comdb2Relational0.350.00+0.01
272.up arrow 275.down arrow 242.HarperDocument0.34+0.01-0.20
273.down arrow 272.down arrow 266.MarqoSearch engine0.330.00-0.07
274.down arrow 273.down arrow 273.LokiJSDocument0.330.00-0.03
275.down arrow 268.up arrow 284.Alibaba Cloud TSDBTime Series0.33-0.04+0.04
276.276.down arrow 260.VistaDBRelational0.320.00-0.10
277.277.down arrow 261.AlaSQLMulti-model infoDocument store
Relational DBMS		0.320.00-0.10
278.278.up arrow 301.Actian PSQLRelational0.320.00+0.09
279.up arrow 287.down arrow 277.FlureeGraph0.32+0.04-0.02
280.up arrow 281.down arrow 270.SearchBloxSearch engine0.31+0.00-0.06
281.up arrow 282.up arrow 311.Mimer SQLRelational0.31+0.01+0.11
282.up arrow 285.up arrow 306.FalkorDBGraph0.31+0.03+0.09
283.down arrow 280.up arrow 338.MulgaraRDF0.31-0.01+0.19
284.down arrow 279.down arrow 259.RaptorDBDocument0.30-0.02-0.12
285.down arrow 284.up arrow 286.StarcounterObject oriented0.290.00+0.00
286.up arrow 290.up arrow 319.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine
Time Series DBMS
Vector DBMS		0.28+0.02+0.11
287.down arrow 283.down arrow 272.SequoiadbMulti-model infoDocument store
Relational DBMS		0.28-0.01-0.08
288.288.down arrow 279.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.270.00-0.03
289.down arrow 286.down arrow 275.RasdamanMultivalue0.27-0.01-0.08
290.down arrow 289.down arrow 280.DatabendRelational0.260.00-0.03
291.up arrow 292.down arrow 289.InfiniteGraphGraph0.26+0.00-0.01
292.up arrow 295.up arrow 304.FeatureBaseRelational0.26+0.01+0.04
293.up arrow 294.up arrow 331.Kyoto TycoonKey-value0.26+0.01+0.13
294.down arrow 293.down arrow 293.BrytlytRelational0.250.000.00
295.down arrow 291.down arrow 288.StrabonRDF0.24-0.02-0.04
296.up arrow 298.down arrow 292.Manticore SearchSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.24+0.01-0.02
297.down arrow 296.up arrow 298.RedStoreRDF0.230.00+0.00
298.up arrow 308.down arrow 294.RDFoxMulti-model infoGraph DBMS
RDF store
Relational DBMS		0.23+0.02-0.01
299.299.down arrow 290.Project VoldemortKey-value0.230.00-0.04
300.300.up arrow 343.Tokyo TyrantKey-value0.220.00+0.14
301.up arrow 302.down arrow 287.PieCloudDBRelational0.220.00-0.06
302.up arrow 303.up arrow 309.XTDBDocument0.220.00+0.01
303.up arrow 304.down arrow 283.ModeShapeContent0.22+0.00-0.07
304.down arrow 297.down arrow 282.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.22-0.01-0.07
305.up arrow 307.down arrow 300.YTsaurusMulti-model infoDocument store
Key-value store		0.22+0.01-0.01
306.up arrow 309.down arrow 285.OpenQMMultivalue0.22+0.01-0.07
307.down arrow 305.307.Actian FastObjectsObject oriented0.220.00+0.00
308.down arrow 301.down arrow 291.ValdVector0.21-0.01-0.05
309.down arrow 306.down arrow 302.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.210.00-0.01
310.310.up arrow 318.PipelineDBRelational0.20+0.01+0.02
311.up arrow 313.down arrow 303.4storeRDF0.20+0.01-0.03
312.up arrow 318.down arrow 297.ImmudbKey-value, Multi-model infoKey-value store
Relational DBMS		0.19+0.02-0.05
313.down arrow 312.down arrow 308.NEventStoreEvent0.190.00-0.03
314.314.up arrow 315.AxibaseTime Series0.180.00+0.00
315.315.up arrow 317.YottaDBKey-value, Multi-model infoKey-value store
Relational DBMS		0.180.00+0.00
316.316.up arrow 320.TransLatticeRelational0.180.00+0.00
317.317.up arrow 321.Warp 10Time Series0.170.00+0.00
318.down arrow 311.down arrow 295.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.17-0.02-0.07
319.up arrow 320.up arrow 381.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.17+0.01+0.17
320.up arrow 335.up arrow 333.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.16+0.04+0.04
321.321.down arrow 296.AnzoGraph DBMulti-model infoGraph DBMS
RDF store		0.150.00-0.08
322.down arrow 319.down arrow 299.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.15-0.01-0.08
323.down arrow 322.up arrow 325.BigObjectRelational0.150.00+0.00
324.down arrow 323.up arrow 326.XtremeDataRelational0.150.00+0.00
325.up arrow 328.down arrow 322.Apache HugeGraphGraph0.15+0.02-0.03
326.down arrow 325.up arrow 327.EsgynDBRelational0.140.00+0.00
327.down arrow 326.up arrow 329.ElevateDBRelational0.140.00+0.00
328.up arrow 330.up arrow 332.GreptimeDBMulti-model infoTime Series, Observability
Time Series DBMS		0.14+0.01+0.02
329.down arrow 324.down arrow 305.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.13-0.01-0.09
330.down arrow 327.down arrow 312.Tibco ComputeDBRelational0.13-0.01-0.07
331.up arrow 340.down arrow 328.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.13+0.03-0.01
332.down arrow 331.down arrow 313.RedlandRDF0.120.00-0.06
333.down arrow 332.down arrow 314.UltipaGraph0.120.00-0.06
334.down arrow 333.down arrow 323.QuasardbRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.120.00-0.04
335.down arrow 329.down arrow 310.TajoRelational0.120.00-0.09
336.up arrow 339.336.LovefieldRelational0.12+0.01+0.00
337.down arrow 334.down arrow 316.IBM Db2 Event StoreMulti-model infoEvent Store
Time Series DBMS		0.11-0.01-0.07
338.down arrow 337.up arrow 381.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.110.00+0.11
339.down arrow 338.down arrow 335.HyperGraphDBGraph0.110.00-0.01
340.down arrow 336.down arrow 324.Riak TSTime Series0.100.00-0.05
341.up arrow 342.down arrow 340.SparkseeGraph0.100.00+0.00
342.down arrow 341.down arrow 341.SpeedbKey-value0.09-0.010.00
343.up arrow 344.up arrow 344.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.09+0.00+0.01
344.up arrow 345.down arrow 330.BadgerKey-value0.080.00-0.04
345.up arrow 346.down arrow 334.FlockDBGraph0.080.00-0.04
346.down arrow 343.down arrow 339.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.08-0.02-0.03
347.347.up arrow 348.ExorbyteSearch engine0.080.00+0.01
348.up arrow 353.up arrow 349.EJDBDocument0.07+0.02+0.01
349.up arrow 351.down arrow 278.Valentina ServerRelational0.07+0.01-0.26
350.down arrow 348.down arrow 345.SiteWhereTime Series0.070.00+0.00
351.down arrow 349.down arrow 347.ScaleOut StateServerKey-value0.070.000.00
352.down arrow 350.352.CubicWebRDF0.070.00+0.01
353.up arrow 354.down arrow 350.BluefloodTime Series0.060.00+0.00
353.up arrow 354.down arrow 350.EllipticsKey-value0.060.00+0.00
355.down arrow 352.down arrow 337.GraphBaseGraph0.060.00-0.05
356.up arrow 357.up arrow 357.KuzuGraph0.06+0.00+0.02
357.up arrow 358.down arrow 355.SenseiDBDocument0.050.00+0.00
358.up arrow 360.up arrow 381.IndicaSearch engine0.04+0.00+0.04
359.up arrow 361.Forge (IRONdb)Time Series0.040.00
359.up arrow 361.down arrow 356.Machbase NeoTime Series0.040.00-0.01
359.up arrow 361.down arrow 358.NosDBDocument0.040.00+0.00
359.up arrow 361.down arrow 358.STSdbKey-value0.040.00+0.00
363.down arrow 356.down arrow 342.Alibaba Cloud Table StoreWide column0.04-0.02-0.05
364.up arrow 365.down arrow 360.WakandaDBObject oriented0.030.00+0.00
365.up arrow 366.up arrow 375.Sadas EngineRelational0.03+0.00+0.02
366.up arrow 367.down arrow 346.JadeObject oriented0.030.00-0.04
367.down arrow 359.VictoriaLogsSearch engine0.03-0.01
368.368.down arrow 361.JethroDataRelational0.030.00+0.00
369.369.down arrow 363.HeroicTime Series0.02+0.000.00
370.up arrow 379.down arrow 362.TinkerGraphGraph0.02+0.010.00
371.down arrow 370.down arrow 364.Hawkular MetricsTime Series0.020.00+0.00
372.372.down arrow 365.OpenMLDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.020.00+0.00
373.373.down arrow 366.DydraRDF0.020.00+0.00
374.374.down arrow 367.SmallSQLRelational0.02+0.000.00
375.down arrow 371.up arrow 376.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.020.00+0.01
376.down arrow 375.down arrow 368.SparkleDBRDF0.020.000.00
377.down arrow 376.down arrow 372.gStoreMulti-model infoGraph DBMS
RDF store		0.01+0.00+0.00
378.down arrow 377.down arrow 370.AcebaseDocument0.01+0.000.00
379.down arrow 378.down arrow 371.Resin CacheKey-value0.01+0.000.00
380.380.down arrow 373.SWC-DBWide column, Multi-model infoWide column store
Time Series DBMS		0.01+0.000.00
381.381.down arrow 374.EloqueraObject oriented0.010.00+0.00
382.382.down arrow 377.OushuDBRelational0.00+0.00+0.00
383.up arrow 384.down arrow 378.SiaqodbObject oriented0.00+0.00+0.00
384.up arrow 385.down arrow 379.LedisDBKey-value0.00+0.00+0.00
385.up arrow 386.down arrow 380.SwayDBKey-value0.00+0.00+0.00
386.up arrow 387.down arrow 381.ActorDBRelational0.00±0.00±0.00
386.up arrow 387.down arrow 369.AntDBRelational0.00±0.00-0.02
386.up arrow 387.down arrow 381.BergDBKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.BrightstarDBRDF0.00±0.00±0.00
386.up arrow 387.down arrow 381.Cachelot.ioKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
386.up arrow 387.down arrow 381.CovenantSQLRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.DaggerDBRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.DataFSObject oriented, Multi-model infoObject oriented DBMS
Graph DBMS		0.00±0.00±0.00
386.up arrow 387.Diana DBNoSQL0.00±0.00
386.up arrow 387.EasysearchVector0.00±0.00
386.up arrow 387.down arrow 381.Edge IntelligenceRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.EdgelessDBRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.GalaxybaseGraph0.00±0.00±0.00
386.up arrow 387.down arrow 381.H2GISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
386.up arrow 387.down arrow 381.HeliumKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.HGraphDBGraph0.00±0.00±0.00
386.Huawei Cloud TaurusDBRelational, Multi-model infoRelational DBMS
Spatial DBMS
Vector DBMS		0.00
386.up arrow 387.down arrow 381.HyperLevelDBKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.iBoxDBDocument0.00±0.00±0.00
386.up arrow 387.down arrow 381.InfinityDBKey-value0.00±0.00±0.00
386.Infino AISearch engine, Multi-model infoSearch engine
Relational DBMS
Vector DBMS		0.00
386.up arrow 387.down arrow 381.JaguarDBMulti-model infoKey-value store
Vector DBMS		0.00±0.00±0.00
386.up arrow 387.down arrow 381.JasDBDocument0.00±0.00±0.00
386.up arrow 387.down arrow 381.K-DBRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.NewtsTime Series0.00±0.00±0.00
386.up arrow 387.down arrow 381.NSDbTime Series0.00±0.00±0.00
386.up arrow 387.down arrow 381.openGeminiTime Series0.00±0.00±0.00
386.up arrow 387.down arrow 381.OpenTenBaseRelational0.00±0.00±0.00
386.up arrow 387.OriginChainMulti-model — one store that answers relational, document, vector, full-text and graph queries., Multi-model infoMulti-model — one store that answers relational, document, vector, full-text and graph queries.
Vector, full-text search and graph — all native to the same engine.		0.00±0.00
386.PuppyGraphGraph0.00
386.up arrow 387.RayforceDBColumnar0.00±0.00
386.up arrow 387.down arrow 381.ReductStoreTime Series0.00±0.00±0.00
386.up arrow 387.down arrow 381.RizhiyiSearch engine, Multi-model infoSearch engine
Time Series DBMS		0.00±0.00±0.00
386.up arrow 387.down arrow 381.searchxmlMulti-model infoNative XML DBMS
Search engine		0.00±0.00±0.00
386.up arrow 387.down arrow 381.SiriDBTime Series0.00±0.00±0.00
386.up arrow 387.down arrow 353.SkytableKey-value0.00±0.00-0.05
386.up arrow 387.down arrow 381.SpaceTimeSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
386.up arrow 387.SpacetimeDBRelational0.00±0.00
386.up arrow 387.down arrow 381.SvectorDBVector0.00±0.00±0.00
386.up arrow 387.down arrow 381.TerarkDBKey-value0.00±0.00±0.00
386.up arrow 387.TidesDBKey-value0.00±0.00
386.up arrow 387.down arrow 354.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.00±0.00-0.05
386.up arrow 387.down arrow 381.TkrzwKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.TomP2PKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.TransbaseRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00±0.00
386.up arrow 387.down arrow 381.Transwarp HippoVector0.00±0.00±0.00
386.up arrow 387.down arrow 381.Transwarp KunDBRelational0.00±0.00±0.00
386.up arrow 387.down arrow 381.Transwarp StellarDBGraph0.00±0.00±0.00
386.up arrow 387.down arrow 381.UpscaledbKey-value0.00±0.00±0.00
386.up arrow 387.down arrow 381.VelocityDBMulti-model infoGraph DBMS
Object oriented DBMS		0.00±0.00±0.00
386.up arrow 387.VillageSQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.00±0.00
386.up arrow 387.down arrow 381.WhiteDBDocument0.00±0.00±0.00



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