Ranking > Document Stores

DB-Engines Ranking of Document Stores

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, July 2025
Rank			DBMS	Database Model	Score
Jul 2025	Jun 2025	Jul 2024	DBMS	Database Model	Jul 2025	Jun 2025	Jul 2024
1.	1.	1.	MongoDB Detailed vendor-provided information available	Document, Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS	403.83	+0.99	-25.99
2.	2.	2.	Databricks	Multi-model Document store Relational DBMS	108.04	+3.36	+24.74
3.	3.	3.	Amazon DynamoDB	Multi-model Document store Key-value store	84.15	+0.81	+13.20
4.	4.	4.	Microsoft Azure Cosmos DB	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	21.68	-0.75	-5.44
5.	5.	6.	Firebase Realtime Database	Document	14.35	+0.12	+0.47
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	12.96	-0.83	-3.45
7.	7.	9.	Google Cloud Firestore	Document	8.11	+0.32	+1.36
8.	8.	7.	CouchDB	Document, Multi-model Document store Spatial DBMS	7.12	+0.35	-0.70
9.	9.	8.	Realm	Document	6.45	-0.14	-0.88
10.	10.	10.	Aerospike Detailed vendor-provided information available	Multi-model Document store Graph DBMS Key-value store Spatial DBMS Vector DBMS	5.00	-0.26	-0.16
11.	11.	11.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine	3.94	+0.04	-0.49
12.	12.	12.	Google Cloud Datastore	Document	3.54	0.00	-0.52
13.	13.	17.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	3.41	-0.05	+0.48
14.	14.	14.	ArangoDB	Multi-model Document store Graph DBMS Key-value store Search engine	2.83	-0.06	-0.58
15.	15.	13.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.64	-0.07	-1.33
16.	16.	16.	OrientDB	Multi-model Document store Graph DBMS Key-value store	2.64	-0.06	-0.42
17.	17.	18.	RavenDB	Document, Multi-model Document store Graph DBMS Spatial DBMS Time Series DBMS	2.59	-0.06	-0.22
18.	18.	19.	IBM Cloudant	Document	2.57	-0.06	-0.10
19.	20.	15.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.35	+0.22	-0.90
20.	19.	20.	RethinkDB	Document, Multi-model Document store Spatial DBMS	2.29	-0.03	-0.25
21.	21.	21.	PouchDB	Document	1.89	-0.06	-0.42
22.	23.	24.	Amazon DocumentDB	Document	1.84	+0.04	-0.04
23.	22.	22.	Apache Drill	Multi-model Document store Relational DBMS	1.78	-0.05	-0.17
24.	24.	23.	CloudKit	Document	1.78	-0.02	-0.14
25.	25.	26.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.45	+0.01	-0.04
26.	26.	25.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.34	-0.04	-0.26
27.	27.	29.	Datameer	Document	1.17	+0.02	+0.02
28.	28.	27.	Mnesia	Document	1.15	+0.01	-0.13
29.	29.	32.	GigaSpaces	Multi-model Document store Object oriented DBMS Graph DBMS Search engine	1.06	-0.04	+0.13
30.	30.	30.	SurrealDB	Multi-model Document store Graph DBMS	1.06	-0.01	+0.02
31.	31.	28.	LiteDB	Document	1.04	+0.00	-0.16
32.	32.	31.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	0.92	+0.03	-0.10
33.	33.	35.	HPE Ezmeral Data Fabric	Multi-model Document store Wide column store	0.83	-0.03	-0.03
34.	34.	33.	Rockset	Document, Multi-model Document store Relational DBMS Search engine	0.82	-0.03	-0.07
35.	35.	34.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.75	-0.01	-0.14
36.	36.	36.	BigchainDB	Document	0.74	+0.02	-0.06
37.	37.	37.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.62	-0.02	-0.10
38.	38.	43.	YDB	Multi-model Document store Relational DBMS	0.51	-0.06	+0.19
39.	40.	39.	Percona Server for MongoDB	Document	0.51	+0.05	0.00
40.	39.	38.	Harper	Document	0.51	-0.02	-0.05
41.	41.	40.	AlaSQL	Multi-model Document store Relational DBMS	0.40	+0.04	-0.06
42.	42.	41.	LokiJS	Document	0.39	+0.05	-0.02
43.	43.	52.	RaptorDB	Document	0.38	+0.06	+0.38
44.	44.	42.	Sequoiadb	Multi-model Document store Relational DBMS	0.37	+0.06	-0.02
45.	45.	45.	YTsaurus	Multi-model Document store Key-value store	0.28	+0.06	+0.15
46.	46.	46.	XTDB	Document	0.20	0.00	+0.08
47.	47.	47.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.17	+0.07	+0.08
48.	49.	52.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Time Series DBMS	0.14	+0.05	+0.14
49.	48.	44.	EJDB	Document	0.13	+0.04	-0.06
50.	50.	49.	Tigris	Multi-model Document store Key-value store Search engine Time Series DBMS	0.06	0.00	+0.02
51.	51.	48.	SenseiDB	Document	0.05	0.00	0.00
52.	52.	50.	NosDB	Document	0.04	0.00	0.00
53.	53.	51.	Acebase	Document	0.01	+0.00	0.00
54.	54.	52.	CortexDB	Multi-model Document store Key-value store	0.00	±0.00	±0.00
54.	54.	52.	iBoxDB	Document	0.00	±0.00	±0.00
54.	54.	52.	JasDB	Document	0.00	±0.00	±0.00
54.	54.	52.	OrigoDB	Multi-model Document store Object oriented DBMS	0.00	±0.00	±0.00
54.	54.	52.	WhiteDB	Document	0.00	±0.00	±0.00

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