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, February 2026
Rank			DBMS	Database Model	Score
Feb 2026	Jan 2026	Feb 2025	DBMS	Database Model	Feb 2026	Jan 2026	Feb 2025
1.	1.	1.	MongoDB	Document, Multi-model Document store Key-value store Spatial DBMS Search engine Time Series DBMS Vector DBMS	378.73	+1.99	-17.90
2.	2.	2.	Databricks	Multi-model Document store Relational DBMS	144.51	+2.97	+54.48
3.	3.	3.	Amazon DynamoDB	Multi-model Document store Key-value store	67.87	-1.92	-7.71
4.	4.	4.	Microsoft Azure Cosmos DB	Multi-model Document store Graph DBMS Key-value store Wide column store Spatial DBMS	23.88	-0.92	+1.75
5.	5.	6.	Firebase Realtime Database	Document	14.29	-0.36	+0.97
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	10.79	-0.84	-4.84
7.	7.	8.	Google Cloud Firestore	Document	9.35	-0.08	+2.44
8.	9.	7.	CouchDB	Document, Multi-model Document store Spatial DBMS	6.66	+0.58	-1.15
9.	8.	9.	Realm	Document	6.62	-0.22	-0.12
10.	10.	11.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine Vector DBMS	4.09	-0.17	-0.07
11.	11.	10.	Aerospike	Multi-model Document store Graph DBMS Key-value store Spatial DBMS	3.66	-0.11	-1.43
12.	13.	15.	ArangoDB	Multi-model Document store Graph DBMS Key-value store Search engine	3.47	+0.15	+0.56
13.	12.	12.	Google Cloud Datastore	Document	3.44	-0.04	-0.25
14.	15.	13.	Oracle NoSQL	Multi-model Document store Key-value store Relational DBMS	2.90	-0.03	-0.39
15.	14.	14.	Virtuoso	Multi-model Document store Graph DBMS Native XML DBMS Relational DBMS RDF store Search engine Spatial DBMS	2.85	-0.09	-0.29
16.	16.	16.	OrientDB	Multi-model Document store Graph DBMS Key-value store	2.56	-0.01	-0.16
17.	17.	18.	IBM Cloudant	Document	2.51	-0.02	-0.01
18.	18.	17.	RavenDB	Document, Multi-model Document store Graph DBMS Spatial DBMS Time Series DBMS	2.37	-0.01	-0.16
19.	19.	20.	RethinkDB	Document, Multi-model Document store Spatial DBMS	2.29	-0.01	-0.02
20.	20.	19.	InterSystems IRIS	Multi-model Document store Key-value store Object oriented DBMS Relational DBMS	2.07	-0.01	-0.29
21.	21.	23.	CloudKit	Document	2.05	+0.07	+0.26
22.	22.	22.	Amazon DocumentDB	Document	1.91	+0.01	+0.11
23.	23.	21.	PouchDB	Document	1.88	-0.01	+0.00
24.	24.	24.	Apache Drill	Multi-model Document store Relational DBMS	1.83	-0.06	+0.09
25.	25.	25.	Fauna	Multi-model Document store Graph DBMS Relational DBMS Time Series DBMS	1.41	-0.03	-0.08
26.	27.	31.	SurrealDB	Multi-model Document store Graph DBMS	1.38	+0.03	+0.43
27.	28.	33.	Rockset	Document, Multi-model Document store Relational DBMS Search engine	1.37	+0.13	+0.50
28.	26.	26.	Tarantool	Multi-model Document store Key-value store Relational DBMS Spatial DBMS	1.32	-0.05	-0.01
29.	29.	27.	Mnesia	Document	1.20	0.00	+0.06
30.	30.	28.	LiteDB	Document	1.14	+0.00	+0.03
31.	31.	30.	Datameer	Document	1.10	-0.02	+0.09
32.	33.	32.	FoundationDB	Multi-model Document store Key-value store Relational DBMS	0.92	+0.01	-0.03
33.	32.	29.	GigaSpaces	Multi-model Document store Object oriented DBMS Graph DBMS Search engine	0.87	-0.04	-0.23
34.	34.	34.	HPE Ezmeral Data Fabric	Multi-model Document store Wide column store	0.80	-0.02	+0.04
35.	35.	36.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.73	-0.01	+0.03
36.	36.	35.	BigchainDB	Document	0.72	+0.01	-0.01
37.	37.	37.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.61	-0.01	-0.05
38.	38.	39.	Percona Server for MongoDB	Document	0.54	+0.02	+0.11
39.	39.	44.	RaptorDB	Document	0.42	-0.03	+0.20
40.	41.	41.	YDB	Multi-model Document store Relational DBMS	0.42	+0.00	+0.05
41.	40.	38.	Harper	Document	0.38	-0.05	-0.11
42.	42.	43.	LokiJS	Document	0.34	-0.01	+0.02
43.	43.	42.	AlaSQL	Multi-model Document store Relational DBMS	0.33	-0.01	-0.02
44.	44.	40.	Sequoiadb	Multi-model Document store Relational DBMS	0.33	-0.01	-0.07
45.	45.	45.	YTsaurus	Multi-model Document store Key-value store	0.22	0.00	+0.03
46.	46.	46.	XTDB	Document	0.22	+0.01	+0.03
47.	47.	51.	ArcadeDB	Multi-model Document store Graph DBMS Key-value store Time Series DBMS	0.20	+0.02	+0.15
48.	49.	54.	OrigoDB	Multi-model Document store Object oriented DBMS	0.08	+0.02	+0.08
49.	50.	47.	EJDB	Document	0.07	+0.01	-0.03
50.	48.	48.	Bangdb	Multi-model Document store Graph DBMS Time Series DBMS Spatial DBMS	0.07	+0.00	0.00
51.	51.	49.	SenseiDB	Document	0.05	+0.00	0.00
52.	52.	52.	NosDB	Document	0.04	+0.00	0.00
53.	53.	53.	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.	50.	Tigris	Multi-model Document store Key-value store Search engine Time Series DBMS	0.00	±0.00	-0.04
54.	54.	54.	WhiteDB	Document	0.00	±0.00	±0.00

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