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Ranking > Document Stores > including secondary database models

DB-Engines Ranking of Document Stores

ranking trend
trend chart

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

This is a partial list of the complete ranking showing only document stores.

Read more about the method of calculating the scores.

☑ include secondary database models98 systems in ranking, May 2026
RankDBMSDatabase ModelScore
May
2026		Apr
2026		May
2025		May
2026		Apr
2026		May
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1143.28-14.66-83.29
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		856.49-1.20-108.49
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		700.99-1.08-73.90
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		682.68+1.33+8.37
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		384.65-0.37-17.87
6.6.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		151.79+1.31+49.13
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		147.63+1.09-4.56
8.8.down arrow 7.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		113.04-0.21-13.36
9.9.down arrow 8.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		96.02-3.49-27.79
10.10.10.MariaDBRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		82.74-3.67-10.86
11.11.up arrow 12.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.34-2.62-2.11
12.12.down arrow 11.Amazon DynamoDBMulti-model infoDocument store
Key-value store		60.40-2.27-18.90
13.13.up arrow 14.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.43-0.80+0.42
14.14.down arrow 13.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		30.94-0.17-2.93
15.15.up arrow 16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		23.49+0.61+4.72
16.16.down arrow 15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		22.09-0.34-0.85
17.17.up arrow 19.Firebase Realtime DatabaseDocument15.01-0.96+1.58
18.18.down arrow 17.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.55+0.05-1.20
19.19.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		11.25-0.68-0.43
20.up arrow 21.up arrow 21.Google Cloud FirestoreDocument9.48-0.29+1.96
21.down arrow 20.down arrow 18.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		9.32-1.05-4.50
22.22.22.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.18-0.21+1.93
23.23.up arrow 28.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.04-0.05+1.70
24.24.24.RealmDocument6.42-0.18-0.38
25.25.down arrow 23.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		5.95-0.03-1.13
26.26.down arrow 25.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		5.84+0.35-0.76
27.27.down arrow 26.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.47-0.03-1.12
28.28.up arrow 29.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		3.95-0.07-0.29
29.29.up arrow 35.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.66+0.01+0.82
30.30.up arrow 32.Google Cloud DatastoreDocument3.46-0.09-0.16
31.up arrow 33.up arrow 33.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.46+0.24+0.07
32.down arrow 31.down arrow 27.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.38-0.09-2.07
33.down arrow 32.down arrow 30.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.23-0.09-0.77
34.34.34.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.14-0.02+0.14
35.35.down arrow 31.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.86+0.07-0.83
36.36.36.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.680.00-0.11
37.37.up arrow 40.GemFireKey-value, Multi-model infoKey-value store
Document store		2.61-0.05+0.15
38.38.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.57+0.03-0.14
39.39.39.IBM CloudantDocument2.44-0.05-0.08
40.up arrow 41.up arrow 41.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.33+0.04-0.09
41.down arrow 40.down arrow 38.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.29-0.03-0.30
42.42.42.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.23-0.02-0.07
43.43.up arrow 46.CitusRelational, Multi-model infoRelational DBMS
Document store		2.22+0.03+0.30
44.44.44.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.07-0.06-0.08
45.up arrow 46.up arrow 48.CloudKitDocument2.03+0.06+0.23
46.down arrow 45.down arrow 43.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		1.99-0.02-0.21
47.up arrow 48.up arrow 49.Amazon DocumentDBDocument1.89+0.01+0.09
48.down arrow 47.down arrow 45.PouchDBDocument1.86-0.03-0.14
49.49.down arrow 47.Apache DrillMulti-model infoDocument store
Relational DBMS		1.75-0.01-0.14
50.up arrow 54.up arrow 66.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.62+0.13+0.74
51.down arrow 50.down arrow 50.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.62-0.07-0.01
52.up arrow 53.52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.56+0.04+0.11
53.down arrow 52.down arrow 51.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.54+0.01-0.04
54.down arrow 51.up arrow 60.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51-0.01+0.47
55.up arrow 56.up arrow 62.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.48+0.04+0.49
56.down arrow 55.up arrow 58.SurrealDBMulti-model infoDocument store
Graph DBMS		1.46-0.03+0.38
57.57.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.29-0.01-0.14
58.up arrow 60.down arrow 56.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.26+0.13+0.14
59.down arrow 58.down arrow 57.MnesiaDocument1.22-0.01+0.10
60.up arrow 61.up arrow 63.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.14+0.05+0.17
61.down arrow 59.down arrow 59.LiteDBDocument1.13-0.01+0.06
62.62.down arrow 55.DatameerDocument1.06-0.01-0.06
63.63.down arrow 61.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.01-0.04-0.04
64.up arrow 65.up arrow 73.DoltRelational, Multi-model infoRelational DBMS
Document store		0.92+0.02+0.33
65.up arrow 66.down arrow 64.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.92+0.02+0.03
66.down arrow 64.up arrow 67.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.90-0.04+0.05
67.67.down arrow 54.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.84-0.04-0.30
68.68.68.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.78+0.00-0.05
69.69.down arrow 65.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.75-0.02-0.14
70.70.70.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.73-0.01+0.00
71.71.down arrow 69.BigchainDBDocument0.70-0.01-0.03
72.72.down arrow 71.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.59-0.01-0.08
73.73.up arrow 75.Percona Server for MongoDBDocument0.53-0.01+0.05
74.74.up arrow 76.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.46+0.01+0.05
75.75.down arrow 72.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.21
76.up arrow 79.up arrow 77.AlaSQLMulti-model infoDocument store
Relational DBMS		0.37+0.02+0.00
77.up arrow 78.up arrow 81.RaptorDBDocument0.37+0.01+0.10
78.down arrow 76.down arrow 74.HarperDocument0.36+0.01-0.20
79.down arrow 77.down arrow 78.LokiJSDocument0.360.00-0.01
80.80.80.SequoiadbMulti-model infoDocument store
Relational DBMS		0.31-0.01-0.02
81.up arrow 82.down arrow 79.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.270.00-0.06
82.down arrow 81.up arrow 88.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine
Time Series DBMS
Vector DBMS		0.23-0.06+0.11
83.up arrow 84.up arrow 84.XTDBDocument0.22+0.00+0.02
84.up arrow 85.down arrow 83.YTsaurusMulti-model infoDocument store
Key-value store		0.210.00-0.01
85.down arrow 83.down arrow 82.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.21-0.04-0.04
86.up arrow 87.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.12+0.01+0.12
87.down arrow 86.down arrow 85.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.10-0.03-0.05
88.up arrow 89.down arrow 86.EJDBDocument0.10+0.02-0.02
89.down arrow 88.down arrow 87.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.07-0.03-0.04
90.90.90.SenseiDBDocument0.05+0.00+0.00
91.91.91.NosDBDocument0.04+0.00+0.00
92.92.92.AcebaseDocument0.01+0.000.00
93.93.93.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
93.93.93.iBoxDBDocument0.00±0.00±0.00
93.93.93.JasDBDocument0.00±0.00±0.00
93.93.down arrow 89.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.00±0.00-0.06
93.93.VillageSQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.00±0.00
93.93.93.WhiteDBDocument0.00±0.00±0.00



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