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DB-Engines Ranking of Document Stores

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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 models				58 systems in ranking, October 2025
Rank			DBMS	Database Model	Score
Oct 2025	Sep 2025	Oct 2024			Oct 2025	Sep 2025	Oct 2024
1.	1.	1.	MongoDB Detailed vendor-provided information available	Multi-model Document store Key-value store Multivalue DBMS Spatial DBMS Search engine Time Series DBMS Vector DBMS Spatial DBMS Search engine Time Series DBMS Vector DBMS	368.01	-12.49	-37.20
2.	2.	2.	Databricks	Multi-model Document store Relational DBMS	128.80	+4.74	+43.21
3.	3.	3.	Amazon DynamoDB	Multi-model Document store Key-value store	75.91	-4.37	+4.06
4.	4.	4.	Microsoft Azure Cosmos DB	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	22.71	-1.23	-1.78
5.	5.	6.	Firebase Realtime Database	Document	15.27	-0.13	+1.68
6.	6.	5.	Couchbase	Multi-model Document store Vector DBMS Key-value store Spatial DBMS Search engine Time Series DBMS Vector DBMS Wide column store	11.96	-0.62	-5.14
7.	7.	9.	Google Cloud Firestore	Document	9.43	+0.25	+2.97
8.	8.	8.	Realm	Document	6.88	+0.06	-0.17
9.	9.	7.	CouchDB	Document, Multi-model Document store Spatial DBMS	6.53	-0.02	-1.00
10.	10.	10.	Aerospike Detailed vendor-provided information available	Multi-model Document store Graph DBMS Key-value store Spatial DBMS	4.53	-0.58	-1.05
11.	11.	11.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine Vector DBMS	4.14	-0.17	-0.24
12.	12.	12.	Google Cloud Datastore	Document	3.55	-0.16	-0.49
13.	13.	15.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	3.35	-0.27	+0.08
14.	14.	14.	ArangoDB	Multi-model Document store Graph DBMS Key-value store Search engine	2.91	-0.02	-0.52
15.	17.	13.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.74	+0.21	-1.18
16.	15.	18.	IBM Cloudant	Document	2.66	-0.12	-0.10
17.	16.	16.	OrientDB	Multi-model Document store Graph DBMS Key-value store	2.62	+0.03	-0.41
18.	18.	19.	RavenDB	Document, Multi-model Document store Graph DBMS Spatial DBMS Time Series DBMS	2.49	+0.07	-0.20
19.	19.	20.	RethinkDB	Document, Multi-model Document store Spatial DBMS	2.35	-0.05	-0.21
20.	20.	17.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.20	-0.07	-0.69
21.	22.	22.	Amazon DocumentDB	Document	1.91	-0.05	+0.03
22.	21.	21.	PouchDB	Document	1.90	-0.07	-0.28
23.	23.	24.	CloudKit	Document	1.88	-0.04	+0.03
24.	24.	23.	Apache Drill	Multi-model Document store Relational DBMS	1.79	-0.07	-0.07
25.	25.	26.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.49	-0.09	-0.01
26.	26.	25.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.31	-0.06	-0.27
27.	27.	30.	SurrealDB	Multi-model Document store Graph DBMS	1.27	-0.01	+0.20
28.	28.	27.	Mnesia	Document	1.21	-0.04	-0.01
29.	29.	29.	LiteDB	Document	1.13	-0.06	+0.00
30.	30.	28.	Datameer	Document	1.12	+0.00	-0.04
31.	31.	33.	GigaSpaces	Multi-model Document store Object oriented DBMS Graph DBMS Search engine	1.02	-0.02	+0.13
32.	32.	32.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	0.94	-0.03	-0.05
33.	33.	34.	HPE Ezmeral Data Fabric	Multi-model Document store Wide column store	0.82	+0.00	-0.06
34.	34.	31.	Rockset	Document, Multi-model Document store Relational DBMS Search engine	0.76	-0.01	-0.29
35.	36.	35.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.74	+0.02	-0.06
36.	35.	36.	BigchainDB	Document	0.73	-0.02	-0.03
37.	37.	37.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.66	+0.01	-0.02
38.	38.	38.	Harper	Document	0.52	-0.03	-0.06
39.	39.	39.	Percona Server for MongoDB	Document	0.51	+0.01	+0.04
40.	41.	47.	RaptorDB	Document	0.48	+0.05	+0.42
41.	40.	43.	YDB	Multi-model Document store Relational DBMS	0.41	-0.02	+0.02
42.	42.	40.	AlaSQL	Multi-model Document store Relational DBMS	0.38	-0.04	-0.04
43.	44.	41.	LokiJS	Document	0.37	+0.00	-0.05
44.	43.	42.	Sequoiadb	Multi-model Document store Relational DBMS	0.32	-0.04	-0.09
45.	45.	44.	YTsaurus	Multi-model Document store Key-value store	0.23	0.00	+0.07
46.	46.	45.	XTDB	Document	0.21	0.00	+0.07
47.	47.	53.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Time Series DBMS	0.17	0.00	+0.16
48.	48.	48.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.08	+0.00	+0.02
49.	49.	46.	EJDB	Document	0.06	-0.01	-0.08
50.	51.	49.	SenseiDB	Document	0.05	0.00	0.00
51.	50.	50.	Tigris	Multi-model Document store Key-value store Search engine Time Series DBMS	0.04	-0.01	0.00
52.	52.	51.	NosDB	Document	0.04	0.00	0.00
53.	53.	52.	Acebase	Document	0.01	+0.00	0.00
54.	54.	54.	CortexDB	Multi-model Document store Key-value store	0.00	±0.00	±0.00
54.	54.	54.	iBoxDB	Document	0.00	±0.00	±0.00
54.	54.	54.	JasDB	Document	0.00	±0.00	±0.00
54.	54.	54.	OrigoDB	Multi-model Document store Object oriented DBMS	0.00	±0.00	±0.00
54.	54.	54.	WhiteDB	Document	0.00	±0.00	±0.00

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