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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, February 2026
RankDBMSDatabase ModelScore
Feb
2026		Jan
2026		Feb
2025		Feb
2026		Jan
2026		Feb
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1203.51-33.82-51.31
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		868.22+0.70-131.77
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		708.14+1.88-78.73
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		672.03+5.77+12.42
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		378.73+1.99-17.90
6.6.6.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		147.04+2.88-10.87
7.7.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		144.51+2.97+54.48
8.8.8.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		111.22-1.50-14.21
9.9.down arrow 7.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		106.46-0.69-28.17
10.10.10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		86.09-1.64-3.42
11.11.up arrow 12.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.66-0.53+0.90
12.12.down arrow 11.Amazon DynamoDBMulti-model infoDocument store
Key-value store		67.87-1.92-7.71
13.13.up arrow 14.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		32.44-1.25-1.44
14.14.down arrow 13.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		31.75-0.72-3.47
15.15.15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		23.88-0.92+1.75
16.16.16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.37+0.60+3.66
17.17.up arrow 19.Firebase Realtime DatabaseDocument14.29-0.36+0.97
18.up arrow 19.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		13.61-0.33+2.31
19.down arrow 18.down arrow 18.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.45-0.77-2.02
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		10.79-0.84-4.84
21.21.up arrow 24.Google Cloud FirestoreDocument9.35-0.08+2.44
22.22.down arrow 21.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.30+0.20+1.02
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		7.02+0.03+1.97
24.up arrow 25.down arrow 23.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.70-0.10-0.84
25.up arrow 26.down arrow 22.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.66+0.58-1.15
26.down arrow 24.down arrow 25.RealmDocument6.62-0.22-0.12
27.27.down arrow 26.HazelcastKey-value, Multi-model infoKey-value store
Document store		5.34+0.02-0.17
28.28.up arrow 31.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		4.09-0.17-0.07
29.29.down arrow 27.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.66-0.11-1.43
30.up arrow 32.down arrow 29.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.62+0.34-0.60
31.31.up arrow 36.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.47+0.15+0.56
32.down arrow 30.32.Google Cloud DatastoreDocument3.44-0.04-0.25
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		3.22+0.17+0.24
34.up arrow 35.down arrow 33.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		2.90-0.03-0.39
35.down arrow 34.down arrow 34.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.85-0.09-0.29
36.up arrow 37.up arrow 41.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.83+0.21+0.47
37.down arrow 36.up arrow 40.GemFireKey-value, Multi-model infoKey-value store
Document store		2.82+0.11+0.39
38.up arrow 39.down arrow 30.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.69+0.12-1.50
39.down arrow 38.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.56-0.01-0.16
40.40.down arrow 39.IBM CloudantDocument2.51-0.02-0.01
41.41.down arrow 38.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.37-0.01-0.16
42.42.up arrow 43.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.29-0.01-0.02
43.43.up arrow 45.CitusRelational, Multi-model infoRelational DBMS
Document store		2.25+0.02+0.27
44.up arrow 45.down arrow 42.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.07-0.01-0.29
45.down arrow 44.down arrow 44.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.06-0.03-0.19
46.46.up arrow 48.CloudKitDocument2.05+0.07+0.26
47.up arrow 48.47.Amazon DocumentDBDocument1.91+0.01+0.11
48.up arrow 49.down arrow 46.PouchDBDocument1.88-0.01+0.00
49.up arrow 50.49.Apache DrillMulti-model infoDocument store
Relational DBMS		1.83-0.06+0.09
50.up arrow 51.up arrow 51.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.75-0.03+0.10
51.down arrow 47.up arrow 60.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.72-0.22+0.76
52.52.down arrow 50.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.47-0.03-0.20
53.up arrow 54.up arrow 63.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.46+0.07+0.55
54.down arrow 53.down arrow 52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.41-0.03-0.08
55.up arrow 56.up arrow 61.SurrealDBMulti-model infoDocument store
Graph DBMS		1.38+0.03+0.43
56.up arrow 57.up arrow 66.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.37+0.13+0.50
57.down arrow 55.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.32-0.05-0.01
58.58.down arrow 54.MnesiaDocument1.200.00+0.06
59.59.down arrow 58.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.15-0.04+0.15
60.up arrow 62.down arrow 55.LiteDBDocument1.14+0.00+0.03
61.down arrow 60.down arrow 59.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.13-0.04+0.14
62.down arrow 61.up arrow 65.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.11-0.03+0.22
63.63.down arrow 57.DatameerDocument1.10-0.02+0.09
64.up arrow 65.down arrow 62.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.92+0.01-0.03
65.down arrow 64.down arrow 56.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.87-0.04-0.23
66.up arrow 68.up arrow 72.DoltRelational, Multi-model infoRelational DBMS
Document store		0.85+0.03+0.20
67.down arrow 66.down arrow 64.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.85-0.04-0.05
68.down arrow 67.down arrow 67.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.82-0.02+0.03
69.69.down arrow 68.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.80-0.02+0.04
70.70.70.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.73-0.01+0.03
71.71.down arrow 69.BigchainDBDocument0.72+0.01-0.01
72.72.down arrow 71.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.61-0.01-0.05
73.73.up arrow 75.Percona Server for MongoDBDocument0.54+0.02+0.11
74.74.74.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.48-0.01+0.01
75.75.up arrow 81.RaptorDBDocument0.42-0.03+0.20
76.up arrow 77.up arrow 77.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00+0.05
77.down arrow 76.down arrow 73.HarperDocument0.38-0.05-0.11
78.78.up arrow 80.LokiJSDocument0.34-0.01+0.02
79.79.down arrow 78.AlaSQLMulti-model infoDocument store
Relational DBMS		0.33-0.01-0.02
80.80.down arrow 76.SequoiadbMulti-model infoDocument store
Relational DBMS		0.33-0.01-0.07
81.81.down arrow 79.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.28-0.01-0.06
82.82.82.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.25+0.01+0.06
83.83.83.YTsaurusMulti-model infoDocument store
Key-value store		0.220.00+0.03
84.84.84.XTDBDocument0.22+0.01+0.03
85.85.up arrow 90.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Time Series DBMS		0.20+0.02+0.15
86.86.86.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.09-0.01-0.01
87.up arrow 88.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.08+0.02+0.08
88.up arrow 89.down arrow 85.EJDBDocument0.07+0.01-0.03
89.down arrow 87.down arrow 87.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.07+0.000.00
90.90.down arrow 88.SenseiDBDocument0.05+0.000.00
91.91.91.NosDBDocument0.04+0.000.00
92.92.92.AcebaseDocument0.010.00+0.00
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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