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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 models97 systems in ranking, January 2026
RankDBMSDatabase ModelScore
Jan
2026		Dec
2025		Jan
2025		Jan
2026		Dec
2025		Jan
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1237.34+2.94-21.42
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		867.52-0.97-130.63
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		706.26-16.26-92.30
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		666.27+6.84+2.86
5.5.5.MongoDBMulti-model infoDocument store
Key-value store
Multivalue DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		376.74+4.46-25.77
6.6.6.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		144.16+1.68-9.20
7.7.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		141.55+3.53+53.70
8.8.8.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		112.72-3.04-10.25
9.9.down arrow 7.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		107.15-2.68-27.78
10.10.10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.72+0.13+2.14
11.11.11.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		74.19-1.03+0.41
12.12.12.Amazon DynamoDBMulti-model infoDocument store
Key-value store		69.79-3.17-3.21
13.13.13.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		33.69-0.35-2.56
14.14.14.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.47+0.04-3.59
15.15.15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		24.80+1.00+1.84
16.16.16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		21.77+0.49+3.21
17.17.up arrow 19.Firebase Realtime DatabaseDocument14.65-0.67+1.53
18.18.18.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		14.22-0.06-1.17
19.19.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		13.94+0.08+3.25
20.20.down arrow 17.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		11.62+0.23-4.39
21.21.up arrow 25.Google Cloud FirestoreDocument9.43-0.02+2.70
22.22.down arrow 21.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.10+0.26+0.99
23.up arrow 24.up arrow 27.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		6.99+0.06+1.59
24.down arrow 23.24.RealmDocument6.84-0.23-0.15
25.25.down arrow 23.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.80-0.06-0.59
26.26.down arrow 22.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.08-0.33-1.70
27.27.down arrow 26.HazelcastKey-value, Multi-model infoKey-value store
Document store		5.32-0.09-0.27
28.28.up arrow 30.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.26+0.11+0.31
29.29.down arrow 28.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.77-0.15-1.28
30.30.up arrow 32.Google Cloud DatastoreDocument3.48-0.05-0.32
31.up arrow 35.up arrow 36.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.31+0.29+0.40
32.down arrow 31.down arrow 29.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.28-0.03-1.20
33.down arrow 32.up arrow 35.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.06-0.07+0.04
34.34.down arrow 33.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.93-0.10-0.38
35.down arrow 33.down arrow 34.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		2.93-0.16-0.30
36.36.up arrow 41.GemFireKey-value, Multi-model infoKey-value store
Document store		2.71-0.02+0.27
37.up arrow 38.up arrow 43.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.62-0.07+0.26
38.up arrow 39.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.58-0.01-0.21
39.down arrow 37.down arrow 31.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.58-0.13-1.32
40.40.down arrow 38.IBM CloudantDocument2.53+0.00-0.07
41.41.down arrow 40.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.38-0.03-0.11
42.42.42.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.290.00-0.08
43.43.up arrow 45.CitusRelational, Multi-model infoRelational DBMS
Document store		2.23+0.02+0.20
44.44.44.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.09-0.06-0.26
45.45.down arrow 39.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.08-0.06-0.48
46.46.up arrow 48.CloudKitDocument1.98+0.05+0.14
47.up arrow 51.up arrow 60.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.94+0.39+0.96
48.down arrow 47.down arrow 47.Amazon DocumentDBDocument1.89-0.03+0.05
49.down arrow 48.down arrow 46.PouchDBDocument1.890.00-0.05
50.down arrow 49.down arrow 49.Apache DrillMulti-model infoDocument store
Relational DBMS		1.89+0.02+0.12
51.down arrow 50.down arrow 50.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.78+0.00+0.12
52.52.down arrow 51.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.50-0.01-0.12
53.53.down arrow 52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.44-0.02+0.02
54.up arrow 56.up arrow 65.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.39+0.08+0.49
55.55.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.37-0.03-0.01
56.down arrow 54.up arrow 61.SurrealDBMulti-model infoDocument store
Graph DBMS		1.35-0.05+0.38
57.up arrow 60.up arrow 64.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.24+0.06+0.34
58.down arrow 57.down arrow 54.MnesiaDocument1.20-0.04+0.05
59.59.down arrow 56.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.19+0.00+0.14
60.up arrow 63.down arrow 58.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.17+0.06+0.14
61.down arrow 58.up arrow 62.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.14-0.07+0.18
62.down arrow 61.down arrow 55.LiteDBDocument1.140.00+0.06
63.down arrow 62.down arrow 59.DatameerDocument1.12-0.01+0.10
64.64.down arrow 57.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.91-0.04-0.13
65.65.up arrow 66.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.91-0.03+0.02
66.up arrow 67.down arrow 63.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.89+0.05-0.04
67.up arrow 68.67.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.84+0.02+0.01
68.up arrow 69.up arrow 71.DoltRelational, Multi-model infoRelational DBMS
Document store		0.82+0.04+0.13
69.down arrow 66.down arrow 68.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.81-0.04+0.02
70.70.70.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.74+0.00+0.02
71.71.down arrow 69.BigchainDBDocument0.720.00-0.05
72.72.72.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.62+0.00-0.02
73.73.up arrow 75.Percona Server for MongoDBDocument0.52+0.02+0.08
74.up arrow 76.74.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.48+0.05-0.01
75.75.up arrow 81.RaptorDBDocument0.44+0.01+0.20
76.down arrow 74.down arrow 73.HarperDocument0.42-0.04-0.09
77.77.down arrow 76.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00+0.03
78.78.up arrow 79.LokiJSDocument0.350.00+0.00
79.79.down arrow 78.AlaSQLMulti-model infoDocument store
Relational DBMS		0.34-0.01-0.03
80.80.down arrow 77.SequoiadbMulti-model infoDocument store
Relational DBMS		0.33+0.01-0.05
81.81.down arrow 80.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.29-0.01-0.05
82.82.82.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.24+0.01+0.04
83.83.up arrow 84.YTsaurusMulti-model infoDocument store
Key-value store		0.220.00+0.05
84.84.down arrow 83.XTDBDocument0.21+0.00+0.03
85.85.up arrow 90.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.180.00+0.14
86.86.down arrow 85.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.100.00-0.01
87.87.87.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.070.00+0.01
88.up arrow 90.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.06+0.02+0.06
89.down arrow 88.down arrow 86.EJDBDocument0.06-0.01-0.04
90.down arrow 89.down arrow 88.SenseiDBDocument0.05+0.000.00
91.91.91.NosDBDocument0.04+0.000.00
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±0.00-0.04
93.93.93.WhiteDBDocument0.00±0.00±0.00



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