DB-EnginesEnglish
Deutsch
Knowledge Base of Relational and NoSQL Database Management Systemsprovided by Redgate Software
HomeDB-Engines RankingSystemsEncyclopediaBlogSponsorsSearchVendor Login
Featured Products:   BytebaseMongoDB

Select a ranking

Special reports

Featured Products

PASS Data Community Summit

Join us in Chicago, Frankfurt and Seattle for a series of in-person conferences for data professionals.
Register now

MongoDB logo

Build modern apps where you want, how you want, at the speed you want with MongoDB Atlas.
Get started free.

Bytebase logo

Govern database changes and Just-in-Time access in one place.
Try Bytebase for free

Present your product here

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, July 2026
RankDBMSDatabase ModelScore
Jul
2026		Jun
2026		Jul
2025		Jul
2026		Jun
2026		Jul
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1132.37-7.67-84.69
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		846.46-9.83-94.27
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		698.96+0.92-72.18
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		687.80-0.43+6.92
5.5.5.MongoDBDocument, Multi-model infoDocument store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS		386.62-1.36-17.22
6.6.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		164.08+6.50+56.04
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		153.81+3.79+4.09
8.8.down arrow 7.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		112.99-0.54-14.52
9.9.down arrow 8.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS		94.32-0.33-24.51
10.10.10.MariaDBRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		80.06-1.16-15.38
11.11.up arrow 12.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		74.56-0.36-1.95
12.12.down arrow 11.Amazon DynamoDBMulti-model infoDocument store
Key-value store		55.92-1.97-28.23
13.13.up arrow 14.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.71+0.24+0.18
14.14.down arrow 13.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.97+0.62-1.33
15.15.up arrow 16.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		25.27+0.97+6.73
16.16.down arrow 15.Microsoft Azure Cosmos DBMulti-model infoDocument store
Graph DBMS
Key-value store
Wide column store
Spatial DBMS		21.23-0.43-0.45
17.17.up arrow 18.Firebase Realtime DatabaseDocument15.92+0.39+1.58
18.18.down arrow 17.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.43-0.04-1.25
19.19.up arrow 20.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		10.92-0.08-1.83
20.up arrow 21.up arrow 22.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.64+0.03+2.12
21.down arrow 20.down arrow 19.CouchbaseMulti-model infoDocument store
Vector DBMS
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Wide column store		9.23-0.53-3.74
22.22.down arrow 21.Google Cloud FirestoreDocument9.13+0.09+1.01
23.23.up arrow 26.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		7.24+0.23+1.97
24.24.up arrow 25.RealmDocument6.63+0.34+0.18
25.up arrow 26.down arrow 24.CouchDBDocument, Multi-model infoDocument store
Spatial DBMS		6.01-0.06-1.11
26.down arrow 25.down arrow 23.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		5.76-0.33-1.40
27.27.27.HazelcastKey-value, Multi-model infoKey-value store
Document store		4.71+0.10-0.33
28.up arrow 29.28.AerospikeMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS		3.97+0.26-1.03
29.down arrow 28.29.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS		3.78-0.24-0.15
30.30.up arrow 35.ArangoDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine		3.54+0.02+0.71
31.31.up arrow 33.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.54+0.06+0.13
32.32.down arrow 31.Google Cloud DatastoreDocument3.36-0.09-0.18
33.33.down arrow 30.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS		3.34+0.19-0.31
34.34.34.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.12-0.03+0.10
35.35.down arrow 32.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.98+0.09-0.47
36.up arrow 37.up arrow 41.GemFireKey-value, Multi-model infoKey-value store
Document store		2.57+0.02+0.06
37.down arrow 36.down arrow 36.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.52-0.08-0.13
38.38.down arrow 37.OrientDBMulti-model infoDocument store
Graph DBMS
Key-value store		2.49-0.01-0.15
39.39.up arrow 40.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.39-0.04-0.13
40.40.down arrow 39.IBM CloudantDocument2.34-0.04-0.23
41.up arrow 46.up arrow 42.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.27+0.20-0.07
42.down arrow 41.down arrow 38.RavenDBDocument, Multi-model infoDocument store
Graph DBMS
Spatial DBMS
Time Series DBMS		2.26-0.02-0.32
43.down arrow 42.43.RethinkDBDocument, Multi-model infoDocument store
Spatial DBMS		2.20-0.01-0.09
44.44.up arrow 45.CitusRelational, Multi-model infoRelational DBMS
Document store		2.12-0.03+0.22
45.45.down arrow 44.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		2.04-0.04+0.01
46.up arrow 49.up arrow 68.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		2.04+0.23+1.22
47.down arrow 43.up arrow 49.CloudKitDocument2.02-0.14+0.24
48.down arrow 47.down arrow 47.Amazon DocumentDBDocument1.92-0.01+0.08
49.down arrow 48.down arrow 46.PouchDBDocument1.80-0.02-0.09
50.50.down arrow 48.Apache DrillMulti-model infoDocument store
Relational DBMS		1.72-0.01-0.06
51.up arrow 52.51.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.67+0.05+0.07
52.down arrow 51.up arrow 58.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.64-0.02+0.56
53.53.down arrow 52.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.60+0.02+0.16
54.up arrow 55.down arrow 50.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.56+0.02-0.04
55.down arrow 54.up arrow 62.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.54-0.01+0.51
56.56.up arrow 60.SurrealDBMulti-model infoDocument store
Graph DBMS		1.45+0.04+0.40
57.57.down arrow 54.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.30+0.02+0.05
58.58.down arrow 53.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.27-0.01-0.07
59.59.down arrow 56.MnesiaDocument1.15-0.030.00
60.up arrow 61.up arrow 61.LiteDBDocument1.12+0.01+0.07
61.up arrow 65.up arrow 64.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		1.07+0.18+0.16
62.down arrow 60.up arrow 63.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.05-0.12+0.09
63.down arrow 62.down arrow 55.DatameerDocument1.04-0.02-0.13
64.down arrow 63.down arrow 57.KurrentDB (aka EventStoreDB)Event, Multi-model infoEvent Store
Document store
Time Series DBMS		1.03+0.01-0.07
65.down arrow 64.up arrow 72.DoltRelational, Multi-model infoRelational DBMS
Document store		0.99-0.02+0.38
66.up arrow 67.down arrow 59.GigaSpacesMulti-model infoDocument store
Object oriented DBMS
Graph DBMS
Search engine		0.89+0.06-0.18
67.down arrow 66.down arrow 66.NCacheKey-value, Multi-model infoKey-value store
Document store
Search engine		0.82-0.03-0.01
68.68.down arrow 65.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.80+0.02-0.05
69.69.down arrow 67.HPE Ezmeral Data FabricMulti-model infoDocument store
Wide column store		0.74-0.04-0.09
70.70.down arrow 69.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS		0.720.00-0.03
71.71.down arrow 70.BigchainDBDocument0.68-0.01-0.06
72.72.down arrow 71.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.57-0.01-0.05
73.73.up arrow 74.Percona Server for MongoDBDocument0.48+0.01-0.03
74.up arrow 75.down arrow 73.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.10
75.down arrow 74.up arrow 76.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.40-0.03-0.04
76.76.up arrow 79.RaptorDBDocument0.35-0.03-0.02
77.77.down arrow 75.HarperDocument0.34-0.01-0.17
78.78.78.LokiJSDocument0.330.00-0.06
79.79.down arrow 77.AlaSQLMulti-model infoDocument store
Relational DBMS		0.320.00-0.07
80.80.80.SequoiadbMulti-model infoDocument store
Relational DBMS		0.28-0.02-0.09
81.81.81.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.27+0.00-0.03
82.82.up arrow 87.ArcadeDBMulti-model infoDocument store
Graph DBMS
Key-value store
Search engine
Time Series DBMS
Vector DBMS		0.27+0.02+0.13
83.up arrow 84.83.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.23+0.02-0.04
84.down arrow 83.84.XTDBDocument0.22+0.00+0.02
85.85.down arrow 82.YTsaurusMulti-model infoDocument store
Key-value store		0.21+0.00-0.07
86.86.up arrow 93.OrigoDBMulti-model infoDocument store
Object oriented DBMS		0.15+0.01+0.15
87.up arrow 88.down arrow 86.BangdbMulti-model infoDocument store
Graph DBMS
Time Series DBMS
Spatial DBMS		0.09+0.01-0.07
88.down arrow 87.down arrow 85.TerminusDBGraph, Multi-model infoGraph DBMS
Document store
RDF store		0.09-0.01-0.08
89.89.down arrow 88.EJDBDocument0.06-0.02-0.07
90.90.90.SenseiDBDocument0.05+0.00+0.00
91.91.91.NosDBDocument0.04+0.00+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±0.00-0.06
93.93.VillageSQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.00±0.00
93.93.93.WhiteDBDocument0.00±0.00±0.00



Share this page