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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, March 2026
RankDBMSDatabase ModelScore
Mar
2026		Feb
2026		Mar
2025		Mar
2026		Feb
2026		Mar
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1182.46-21.05-70.62
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		858.34-9.88-129.79
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		711.47+3.33-76.67
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		680.08+8.05+16.66
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		383.58+4.85-12.85
6.up arrow 7.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		145.81+1.29+49.80
7.down arrow 6.down arrow 6.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		145.19-1.85-10.17
8.8.8.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		111.38+0.16-15.19
9.9.down arrow 7.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		103.58-2.88-27.80
10.10.10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.00+0.91-7.23
11.11.up arrow 12.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.92+0.26+0.01
12.12.down arrow 11.Amazon DynamoDBMulti-model infoDocument store
Key-value store		65.42-2.46-11.16
13.up arrow 14.13.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.09+0.34-2.18
14.down arrow 13.14.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.08-1.36-2.96
15.15.15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		22.75-1.13+0.48
16.16.16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.01-0.35+3.40
17.17.up arrow 19.Firebase Realtime DatabaseDocument15.11+0.83+1.63
18.up arrow 19.down arrow 17.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.78+0.32-1.71
19.down arrow 18.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		12.67-0.94+1.08
20.20.down arrow 18.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		10.15-0.64-4.90
21.21.up arrow 24.Google Cloud FirestoreDocument9.29-0.06+2.18
22.22.down arrow 21.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.16-0.13+1.17
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		6.84-0.18+1.72
24.up arrow 26.up arrow 25.RealmDocument6.54-0.08-0.09
25.down arrow 24.down arrow 22.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.26-0.44-1.57
26.down arrow 25.down arrow 23.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.05-0.61-1.29
27.27.down arrow 26.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.76-0.58-0.71
28.28.up arrow 30.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.02-0.08+0.02
29.up arrow 32.up arrow 32.Google Cloud DatastoreDocument3.57+0.13-0.21
30.down arrow 29.down arrow 27.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.45-0.21-1.77
31.31.up arrow 36.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.44-0.03+0.57
32.down arrow 30.down arrow 31.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.37-0.25-0.52
33.33.up arrow 35.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.11-0.11+0.17
34.34.down arrow 33.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.02+0.12-0.32
35.up arrow 38.down arrow 29.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.76+0.06-1.76
36.down arrow 35.down arrow 34.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.74-0.11-0.46
37.37.up arrow 39.GemFireKey-value, Multi-model infoKey-value store
Document store		2.70-0.12+0.19
38.up arrow 39.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.53-0.03-0.19
39.up arrow 40.up arrow 40.IBM CloudantDocument2.50-0.01+0.01
40.down arrow 36.up arrow 42.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.35-0.48+0.02
41.41.down arrow 38.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.35-0.03-0.19
42.42.down arrow 41.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.25-0.03-0.08
43.43.up arrow 46.CitusRelational, Multi-model infoRelational DBMS
Document store		2.23-0.02+0.29
44.44.down arrow 43.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.04-0.03-0.25
45.up arrow 46.up arrow 48.CloudKitDocument2.03-0.02+0.25
46.down arrow 45.down arrow 44.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		1.98-0.08-0.24
47.up arrow 48.down arrow 45.PouchDBDocument1.91+0.03-0.04
48.down arrow 47.up arrow 49.Amazon DocumentDBDocument1.89-0.02+0.13
49.49.down arrow 47.Apache DrillMulti-model infoDocument store
Relational DBMS		1.77-0.06-0.05
50.50.50.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.70-0.04+0.04
51.up arrow 53.up arrow 64.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51+0.05+0.58
52.down arrow 51.up arrow 60.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51-0.22+0.52
53.down arrow 52.down arrow 51.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.48+0.01-0.13
54.54.down arrow 52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.46+0.05-0.05
55.up arrow 56.up arrow 66.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.44+0.07+0.61
56.down arrow 55.up arrow 59.SurrealDBMulti-model infoDocument store
Graph DBMS		1.41+0.03+0.42
57.57.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.32+0.00-0.08
58.58.down arrow 54.MnesiaDocument1.22+0.02+0.07
59.up arrow 60.down arrow 56.LiteDBDocument1.12-0.02+0.03
60.down arrow 59.up arrow 61.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.12-0.04+0.14
61.61.down arrow 57.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.09-0.05+0.04
62.up arrow 63.down arrow 58.DatameerDocument1.07-0.03+0.08
63.down arrow 62.up arrow 65.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.07-0.04+0.14
64.64.down arrow 62.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.910.00-0.05
65.up arrow 67.down arrow 63.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.88+0.03-0.07
66.66.up arrow 71.DoltRelational, Multi-model infoRelational DBMS
Document store		0.88+0.02+0.22
67.down arrow 65.down arrow 55.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.84-0.03-0.31
68.up arrow 69.up arrow 69.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.80+0.00+0.04
69.down arrow 68.down arrow 68.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.79-0.03+0.03
70.70.70.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.72-0.01-0.01
71.71.down arrow 67.BigchainDBDocument0.70-0.02-0.08
72.72.72.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.60-0.02-0.06
73.73.up arrow 76.Percona Server for MongoDBDocument0.58+0.04+0.10
74.74.down arrow 73.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.46-0.02-0.05
75.up arrow 79.up arrow 78.AlaSQLMulti-model infoDocument store
Relational DBMS		0.44+0.10+0.04
76.up arrow 78.up arrow 77.LokiJSDocument0.43+0.08+0.02
77.down arrow 76.down arrow 75.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.07
78.down arrow 77.down arrow 74.HarperDocument0.40+0.03-0.09
79.down arrow 75.up arrow 82.RaptorDBDocument0.39-0.03+0.15
80.80.80.SequoiadbMulti-model infoDocument store
Relational DBMS		0.30-0.02-0.06
81.81.down arrow 79.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.30+0.01-0.09
82.82.down arrow 81.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.29+0.04+0.02
83.up arrow 84.up arrow 84.XTDBDocument0.22+0.00+0.03
84.down arrow 83.down arrow 83.YTsaurusMulti-model infoDocument store
Key-value store		0.220.00-0.01
85.85.up arrow 88.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.21+0.01+0.10
86.up arrow 87.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.10+0.02+0.09
87.down arrow 86.down arrow 85.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.10+0.01-0.05
88.up arrow 89.down arrow 87.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.07+0.00-0.04
89.down arrow 88.down arrow 86.EJDBDocument0.06-0.01-0.08
90.90.90.SenseiDBDocument0.05+0.000.00
91.91.91.NosDBDocument0.04+0.000.00
92.92.92.AcebaseDocument0.01+0.000.00
93.93.up arrow 94.CortexDBMulti-model infoDocument store
Key-value store		0.00±0.00±0.00
93.93.up arrow 94.iBoxDBDocument0.00±0.00±0.00
93.93.up arrow 94.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.up arrow 94.WhiteDBDocument0.00±0.00±0.00



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