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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, June 2026
RankDBMSDatabase ModelScore
Jun
2026		May
2026		Jun
2025		Jun
2026		May
2026		Jun
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1140.04-3.24-90.35
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		856.29-0.21-97.29
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		698.04-2.95-78.71
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		688.23+5.55+7.58
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		387.97+3.33-14.87
6.6.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		157.58+5.80+52.91
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		150.02+2.39-1.70
8.8.down arrow 7.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		113.53+0.49-11.60
9.9.down arrow 8.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		94.65-1.37-26.63
10.10.10.MariaDBRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		81.22-1.52-13.32
11.11.up arrow 12.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		74.92+1.59-0.39
12.12.down arrow 11.Amazon DynamoDBMulti-model infoDocument store
Key-value store		57.89-2.51-25.45
13.13.up arrow 14.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.46+0.04+0.73
14.14.down arrow 13.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.35+0.42-1.24
15.15.up arrow 16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		24.30+0.81+5.70
16.16.down arrow 15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		21.65-0.44-0.78
17.17.up arrow 18.Firebase Realtime DatabaseDocument15.53+0.52+1.31
18.18.down arrow 17.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.48-0.08-1.02
19.19.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		11.00-0.25-1.13
20.up arrow 21.down arrow 19.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		9.76+0.44-4.04
21.up arrow 22.up arrow 22.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.61+0.43+2.26
22.down arrow 20.down arrow 21.Google Cloud FirestoreDocument9.03-0.45+1.24
23.23.up arrow 26.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.00-0.03+1.62
24.24.up arrow 25.RealmDocument6.29-0.13-0.31
25.25.down arrow 23.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.08+0.14-0.98
26.26.down arrow 24.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.07+0.24-0.70
27.27.up arrow 28.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.61+0.14-0.63
28.28.up arrow 29.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.03+0.07+0.13
29.up arrow 32.down arrow 27.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.71+0.32-1.56
30.down arrow 29.up arrow 35.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.52-0.14+0.62
31.31.up arrow 33.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.48+0.02+0.02
32.down arrow 30.down arrow 31.Google Cloud DatastoreDocument3.45-0.01-0.09
33.33.down arrow 30.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.15-0.07-0.47
34.34.34.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.15+0.01+0.11
35.35.down arrow 32.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.90+0.04-0.57
36.36.36.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.59-0.09-0.12
37.37.up arrow 40.GemFireKey-value, Multi-model infoKey-value store
Document store		2.55-0.07+0.06
38.38.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.50-0.06-0.21
39.up arrow 40.up arrow 41.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.43+0.09-0.01
40.down arrow 39.down arrow 39.IBM CloudantDocument2.37-0.07-0.26
41.41.down arrow 38.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.28-0.01-0.37
42.42.42.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.21-0.02-0.11
43.up arrow 45.up arrow 49.CloudKitDocument2.16+0.13+0.37
44.down arrow 43.up arrow 46.CitusRelational, Multi-model infoRelational DBMS
Document store		2.15-0.07+0.25
45.up arrow 46.down arrow 44.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.08+0.10-0.01
46.down arrow 44.down arrow 43.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.07+0.01-0.05
47.47.up arrow 48.Amazon DocumentDBDocument1.93+0.04+0.13
48.48.down arrow 45.PouchDBDocument1.82-0.04-0.13
49.up arrow 50.up arrow 66.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.80+0.18+0.95
50.down arrow 49.down arrow 47.Apache DrillMulti-model infoDocument store
Relational DBMS		1.73-0.02-0.10
51.up arrow 54.up arrow 60.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.65+0.14+0.59
52.down arrow 51.down arrow 50.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.62+0.01+0.03
53.down arrow 52.down arrow 52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.58+0.02+0.14
54.up arrow 55.up arrow 61.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.55+0.07+0.50
55.down arrow 53.down arrow 51.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.55+0.01-0.02
56.56.up arrow 59.SurrealDBMulti-model infoDocument store
Graph DBMS		1.41-0.05+0.34
57.up arrow 58.down arrow 55.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.28+0.02+0.13
58.down arrow 57.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.27-0.01-0.10
59.59.down arrow 56.MnesiaDocument1.17-0.04+0.04
60.60.up arrow 63.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.17+0.03+0.23
61.61.up arrow 62.LiteDBDocument1.11-0.02+0.07
62.62.down arrow 54.DatameerDocument1.060.00-0.09
63.63.down arrow 58.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.02+0.01-0.06
64.64.up arrow 72.DoltRelational, Multi-model infoRelational DBMS
Document store		1.01+0.08+0.40
65.65.down arrow 64.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.89-0.03+0.01
66.66.up arrow 67.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.86-0.04+0.03
67.67.down arrow 57.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.82-0.02-0.28
68.68.68.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.780.00-0.02
69.69.down arrow 65.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.78+0.02-0.08
70.70.down arrow 69.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.72-0.01-0.04
71.71.down arrow 70.BigchainDBDocument0.68-0.01-0.04
72.72.down arrow 71.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.58-0.01-0.06
73.73.up arrow 75.Percona Server for MongoDBDocument0.47-0.06+0.01
74.74.up arrow 76.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.43-0.03+0.03
75.75.down arrow 73.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.16
76.up arrow 77.up arrow 79.RaptorDBDocument0.38+0.01+0.06
77.up arrow 78.down arrow 74.HarperDocument0.34-0.02-0.19
78.up arrow 79.78.LokiJSDocument0.33-0.020.00
79.down arrow 76.down arrow 77.AlaSQLMulti-model infoDocument store
Relational DBMS		0.33-0.04-0.03
80.80.80.SequoiadbMulti-model infoDocument store
Relational DBMS		0.30-0.01-0.02
81.81.81.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.27+0.00-0.03
82.82.up arrow 88.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine
Time Series DBMS
Vector DBMS		0.25+0.02+0.17
83.83.up arrow 84.XTDBDocument0.22+0.00+0.02
84.up arrow 85.down arrow 82.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.22+0.00-0.02
85.down arrow 84.down arrow 83.YTsaurusMulti-model infoDocument store
Key-value store		0.21+0.00-0.01
86.86.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.14+0.01+0.14
87.87.down arrow 85.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.10+0.00-0.02
88.up arrow 89.down arrow 86.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.08+0.01-0.02
89.down arrow 88.down arrow 87.EJDBDocument0.08-0.02-0.01
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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