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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, 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.up arrow 8.DatabricksMulti-model infoDocument store
Relational DBMS		168.34+2.53+44.27
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		158.06+1.55+12.89
8.8.down arrow 7.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		110.57-1.50-13.61
9.9.9.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		95.50+1.16-22.75
10.10.10.MariaDBRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		74.42-4.65-17.04
11.11.up arrow 12.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		70.84+0.08-8.34
12.12.down arrow 11.Amazon DynamoDBMulti-model infoDocument store
Key-value store		56.36+2.16-23.92
13.13.up arrow 14.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		33.18+1.64+0.11
14.14.down arrow 13.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.18-0.04-3.23
15.15.up arrow 16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		25.83+0.88+5.69
16.16.down arrow 15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		20.35-0.31-3.59
17.17.up arrow 18.Firebase Realtime DatabaseDocument14.96-0.89-0.44
18.18.down arrow 17.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		12.88-0.59-2.64
19.19.19.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		11.10+0.29-2.97
20.20.up arrow 22.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.57-0.23+1.22
21.21.down arrow 20.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
22.22.down arrow 21.Google Cloud FirestoreDocument8.87-0.08-0.30
23.23.up arrow 25.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
24.24.24.RealmDocument6.41-0.06-0.40
25.25.up arrow 26.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		5.94-0.33-0.61
26.26.down arrow 23.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		5.58-0.28-1.89
27.27.27.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.52-0.09-0.74
28.28.28.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		4.12-0.21-0.98
29.29.29.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		3.81+0.15-0.51
30.30.up arrow 33.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.57+0.08-0.05
31.31.up arrow 36.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
32.up arrow 33.down arrow 31.Google Cloud DatastoreDocument3.33+0.06-0.37
33.down arrow 32.down arrow 32.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.18-0.14-0.49
34.34.34.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.09+0.02-0.36
35.35.down arrow 30.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		3.05+0.06-0.86
36.36.up arrow 37.GemFireKey-value, Multi-model infoKey-value store
Document store		2.550.00-0.38
37.up arrow 38.up arrow 39.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.50+0.06-0.09
38.up arrow 39.up arrow 40.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.36-0.07-0.17
39.up arrow 40.down arrow 38.IBM CloudantDocument2.33+0.03-0.46
40.up arrow 42.up arrow 41.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.26+0.02-0.17
41.up arrow 43.up arrow 68.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		2.24+0.07+1.47
42.down arrow 37.42.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.19-0.32-0.20
43.up arrow 44.up arrow 45.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.16+0.07+0.03
44.down arrow 41.down arrow 35.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.15-0.11-0.89
45.up arrow 46.up arrow 48.CloudKitDocument2.12+0.09+0.20
46.up arrow 47.down arrow 43.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.05+0.04-0.22
47.down arrow 45.down arrow 44.CitusRelational, Multi-model infoRelational DBMS
Document store		2.05-0.02-0.16
48.48.down arrow 47.Amazon DocumentDBDocument1.93+0.04-0.03
49.up arrow 50.down arrow 46.PouchDBDocument1.80+0.02-0.17
50.up arrow 51.down arrow 49.Apache DrillMulti-model infoDocument store
Relational DBMS		1.70+0.00-0.16
51.up arrow 52.down arrow 50.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.65+0.02-0.15
52.down arrow 49.up arrow 53.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.63-0.22+0.13
53.53.down arrow 51.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.57-0.010.00
54.54.down arrow 52.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.54-0.01-0.02
55.55.up arrow 58.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.49+0.01+0.23
56.56.up arrow 57.SurrealDBMulti-model infoDocument store
Graph DBMS		1.42-0.01+0.14
57.57.down arrow 55.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.37+0.06+0.04
58.58.down arrow 54.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.24-0.03-0.13
59.up arrow 60.59.MnesiaDocument1.13-0.01-0.12
60.up arrow 61.60.LiteDBDocument1.12+0.01-0.07
61.down arrow 59.up arrow 64.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		1.10-0.14+0.13
62.62.down arrow 56.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.05-0.06-0.28
63.63.down arrow 62.DatameerDocument1.02-0.01-0.10
64.up arrow 65.down arrow 61.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.00+0.01-0.15
65.down arrow 64.up arrow 72.DoltRelational, Multi-model infoRelational DBMS
Document store		1.000.00+0.37
66.up arrow 67.down arrow 65.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.81+0.01-0.02
67.down arrow 66.down arrow 63.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.80-0.03-0.24
68.68.down arrow 67.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.75-0.04-0.06
69.69.down arrow 66.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.74+0.02-0.08
70.70.70.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.73+0.02+0.00
71.71.down arrow 69.BigchainDBDocument0.67-0.01-0.08
72.72.down arrow 71.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.570.00-0.08
73.73.up arrow 74.Percona Server for MongoDBDocument0.50+0.01+0.00
74.74.up arrow 76.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.44+0.00+0.01
75.75.75.YDBMulti-model infoDocument store
Relational DBMS		0.420.00-0.02
76.up arrow 77.down arrow 73.HarperDocument0.34+0.01-0.20
77.down arrow 76.up arrow 80.LokiJSDocument0.330.00-0.03
78.78.78.AlaSQLMulti-model infoDocument store
Relational DBMS		0.320.00-0.10
79.79.down arrow 77.RaptorDBDocument0.30-0.02-0.12
80.up arrow 82.up arrow 85.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine
Time Series DBMS
Vector DBMS		0.28+0.02+0.11
81.down arrow 80.down arrow 79.SequoiadbMulti-model infoDocument store
Relational DBMS		0.28-0.01-0.08
82.down arrow 81.down arrow 81.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.270.00-0.03
83.up arrow 84.up arrow 84.XTDBDocument0.220.00+0.01
84.down arrow 83.down arrow 82.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.22-0.01-0.07
85.85.down arrow 83.YTsaurusMulti-model infoDocument store
Key-value store		0.22+0.01-0.01
86.86.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.17+0.01+0.17
87.up arrow 88.87.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.09+0.00+0.01
88.down arrow 87.down arrow 86.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.08-0.02-0.03
89.89.down arrow 88.EJDBDocument0.07+0.02+0.01
90.90.90.SenseiDBDocument0.050.00+0.00
91.91.91.NosDBDocument0.040.00+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±0.00-0.05
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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