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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, December 2025
RankDBMSDatabase ModelScore
Dec
2025		Nov
2025		Dec
2024		Dec
2025		Nov
2025		Dec
2024
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1234.40-5.38-29.39
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		868.49+2.67-135.27
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		722.52+3.65-83.18
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		659.42+8.06-6.95
5.5.5.MongoDB detailed informationDetailed vendor-provided information availableMulti-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		372.27+0.60-28.11
6.6.6.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		142.48-2.61-7.79
7.7.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		138.02+6.51+50.33
8.8.8.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		115.75-3.52-7.03
9.9.down arrow 7.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		109.83-4.14-22.49
10.10.10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.59+0.23+3.82
11.11.11.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		75.22-1.16-1.15
12.12.12.Amazon DynamoDBMulti-model infoDocument store
Key-value store		72.96-2.82+0.23
13.13.up arrow 14.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		34.04+0.71-3.57
14.14.down arrow 13.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.42+0.20-5.23
15.15.15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		23.80+1.25+0.74
16.16.16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		21.28+0.16+3.84
17.17.up arrow 19.Firebase Realtime DatabaseDocument15.32+0.55+2.26
18.18.18.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		14.28-0.29-1.43
19.19.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		13.86+0.46+3.47
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		11.39-0.13-4.43
21.21.up arrow 25.Google Cloud FirestoreDocument9.45-0.01+2.86
22.22.22.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		8.83+0.60+1.36
23.23.23.RealmDocument7.07+0.00-0.05
24.up arrow 26.up arrow 26.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		6.94+0.37+1.55
25.down arrow 24.down arrow 24.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.86+0.06-0.21
26.down arrow 25.down arrow 21.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.41-0.26-1.29
27.27.27.HazelcastKey-value, Multi-model infoKey-value store
Document store		5.41+0.20+0.06
28.up arrow 29.up arrow 30.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.15+0.04-0.17
29.down arrow 28.down arrow 28.Aerospike detailed informationDetailed vendor-provided information availableMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.92-0.37-1.42
30.30.up arrow 32.Google Cloud DatastoreDocument3.53-0.03-0.43
31.31.down arrow 29.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.32-0.03-1.42
32.up arrow 33.up arrow 35.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.13+0.04+0.04
33.down arrow 32.up arrow 34.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.09-0.14-0.12
34.up arrow 35.down arrow 33.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		3.03+0.13-0.55
35.down arrow 34.up arrow 36.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.02+0.05+0.06
36.up arrow 38.up arrow 41.GemFireKey-value, Multi-model infoKey-value store
Document store		2.73+0.01+0.20
37.down arrow 36.down arrow 31.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.71-0.07-1.42
38.down arrow 37.up arrow 44.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.69-0.08+0.67
39.up arrow 40.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.59+0.00-0.28
40.down arrow 39.40.IBM CloudantDocument2.53-0.08-0.01
41.41.down arrow 39.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.41-0.02-0.18
42.42.42.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.300.00-0.19
43.43.up arrow 45.CitusRelational, Multi-model infoRelational DBMS
Document store		2.21-0.01+0.20
44.44.down arrow 43.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.15-0.05-0.30
45.45.down arrow 38.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.15+0.05-0.45
46.up arrow 47.up arrow 47.CloudKitDocument1.93+0.03+0.05
47.down arrow 46.up arrow 48.Amazon DocumentDBDocument1.92+0.03+0.08
48.48.down arrow 46.PouchDBDocument1.89+0.00-0.10
49.49.49.Apache DrillMulti-model infoDocument store
Relational DBMS		1.87+0.02+0.05
50.50.50.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.770.00+0.07
51.51.up arrow 61.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.55+0.02+0.57
52.52.down arrow 51.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51+0.00-0.18
53.53.down arrow 52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.470.00-0.01
54.up arrow 56.up arrow 60.SurrealDBMulti-model infoDocument store
Graph DBMS		1.40+0.03+0.42
55.55.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.390.00-0.05
56.up arrow 57.up arrow 66.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.31+0.07+0.39
57.up arrow 59.down arrow 54.MnesiaDocument1.25+0.02+0.06
58.down arrow 54.up arrow 63.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.21-0.18+0.27
59.down arrow 58.down arrow 56.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.19-0.05+0.10
60.up arrow 64.up arrow 64.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.17+0.21+0.24
61.down arrow 60.down arrow 55.LiteDBDocument1.14+0.01+0.00
62.down arrow 61.down arrow 58.DatameerDocument1.13+0.00+0.08
63.down arrow 62.down arrow 57.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.11+0.07+0.05
64.down arrow 63.down arrow 59.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.95-0.04-0.04
65.65.65.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.94+0.02+0.02
66.66.up arrow 69.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.85-0.02+0.06
67.up arrow 68.down arrow 62.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.84+0.03-0.13
68.down arrow 67.down arrow 67.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.82-0.04-0.05
69.69.up arrow 70.DoltRelational, Multi-model infoRelational DBMS
Document store		0.78+0.04+0.02
70.up arrow 71.up arrow 71.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.73+0.000.00
71.down arrow 70.down arrow 68.BigchainDBDocument0.72-0.02-0.08
72.72.72.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.61-0.01-0.04
73.73.up arrow 75.Percona Server for MongoDBDocument0.500.00+0.01
74.74.down arrow 73.HarperDocument0.46-0.03-0.08
75.75.up arrow 82.RaptorDBDocument0.44-0.03+0.26
76.up arrow 77.down arrow 74.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.43+0.02-0.09
77.down arrow 76.up arrow 80.YDBMulti-model infoDocument store
Relational DBMS		0.41+0.00+0.04
78.up arrow 79.up arrow 79.LokiJSDocument0.35+0.01-0.03
79.down arrow 78.down arrow 76.AlaSQLMulti-model infoDocument store
Relational DBMS		0.34-0.02-0.07
80.80.down arrow 78.SequoiadbMulti-model infoDocument store
Relational DBMS		0.33+0.00-0.07
81.81.down arrow 77.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.30+0.02-0.11
82.82.down arrow 81.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.23-0.01-0.05
83.83.up arrow 84.YTsaurusMulti-model infoDocument store
Key-value store		0.220.00+0.06
84.84.down arrow 83.XTDBDocument0.21+0.00+0.04
85.85.up arrow 91.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.18+0.01+0.14
86.86.down arrow 85.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.10+0.00-0.05
87.87.87.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.080.00-0.01
88.88.down arrow 86.EJDBDocument0.07+0.01-0.07
89.89.down arrow 88.SenseiDBDocument0.05+0.000.00
90.up arrow 92.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.04+0.02+0.04
91.91.down arrow 90.NosDBDocument0.04+0.000.00
92.up arrow 93.92.AcebaseDocument0.01+0.000.00
93.up arrow 94.93.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
93.up arrow 94.93.iBoxDBDocument0.00±0.00±0.00
93.up arrow 94.93.JasDBDocument0.00±0.00±0.00
93.down arrow 90.down arrow 89.TigrisMulti-model infoDocument store
Key-value store
Search engine
Time Series DBMS		0.00-0.04-0.05
93.up arrow 94.93.WhiteDBDocument0.00±0.00±0.00



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