Ranking > Vector DBMS > including secondary database models

DB-Engines Ranking of Vector DBMS

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 vector DBMS.

Read more about the method of calculating the scores.

☑ include secondary database models				33 systems in ranking, October 2025
Rank			DBMS	Database Model	Score
Oct 2025	Sep 2025	Oct 2024	DBMS	Database Model	Oct 2025	Sep 2025	Oct 2024
1.	1.	1.	Oracle	Relational, Multi-model Relational DBMS Document store Graph DBMS RDF store Spatial DBMS Vector DBMS	1212.77	+42.15	-96.67
2.	2.	2.	PostgreSQL	Relational, Multi-model Relational DBMS Document store Graph DBMS Spatial DBMS Vector DBMS	643.20	-13.97	-8.96
3.	3.	3.	MongoDB Detailed vendor-provided information available	Document, Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS	368.01	-12.49	-37.20
4.	4.	4.	Redis	Key-value, Multi-model Key-value store Document store Graph DBMS Spatial DBMS Search engine Time Series DBMS Vector DBMS	142.33	-2.84	-7.30
5.	5.	5.	Elasticsearch	Multi-model Search engine Vector DBMS Document store Spatial DBMS	116.67	-1.59	-15.18
6.	6.	6.	Apache Cassandra	Wide column, Multi-model Wide column store Vector DBMS	105.16	-1.82	+7.56
7.	7.	11.	ClickHouse	Relational, Multi-model Relational DBMS Document Stores Spatial DBMS Time Series DBMS Vector DBMS	20.18	+0.03	+3.93
8.	8.	7.	OpenSearch	Multi-model Search engine Vector DBMS Vector DBMS	19.30	-0.63	+1.99
10.	10.	9.	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
12.	12.	12.	Amazon Aurora	Relational, Multi-model Relational DBMS Document store Spatial DBMS Vector DBMS	8.05	-0.30	-0.14
13.	13.	13.	Kdb	Multi-model Time Series DBMS Vector DBMS Relational DBMS	7.51	-0.68	-0.22
14.	15.	18.	Pinecone	Vector	6.68	+0.70	+3.62
15.	14.	14.	Microsoft Azure AI Search	Search engine, Multi-model Search engine Vector DBMS	6.00	-0.06	+0.29
16.	16.	19.	Milvus	Vector	4.53	+0.02	+1.51
17.	17.	16.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine Vector DBMS	4.14	-0.17	-0.24
18.	20.	23.	Qdrant	Vector	3.74	+0.30	+2.05
19.	19.	15.	Datastax Enterprise	Wide column, Multi-model Wide column store Document store Graph DBMS Spatial DBMS Search engine Vector DBMS	3.41	-0.26	-1.33
20.	22.	24.	Weaviate	Vector	3.31	+0.41	+1.66
21.	18.	17.	SingleStore	Relational, Multi-model Relational DBMS Document store Spatial DBMS Time Series DBMS Vector DBMS	3.05	-0.86	-1.05
22.	21.	21.	OceanBase	Multi-model Relational DBMS Vector DBMS Document store Wide column store	2.89	-0.15	+0.86
23.	23.	22.	Chroma	Vector	2.42	+0.06	+0.55
24.	24.	20.	DolphinDB	Multi-model Time Series DBMS Vector DBMS Relational DBMS	2.06	+0.12	-0.60
25.	25.	26.	Meilisearch	Multi-model Search engine Vector DBMS	1.43	-0.06	+0.36
26.	26.	25.	ObjectBox	Multi-model Object oriented DBMS Vector DBMS Time Series DBMS	1.16	-0.04	+0.07
27.	27.	29.	Vespa	Multi-model Search engine Vector DBMS	0.98	-0.03	+0.37
28.	28.	27.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.74	+0.02	-0.06
29.	29.	28.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.66	+0.01	-0.02
30.	30.	31.	Deep Lake	Vector	0.48	-0.03	+0.18
31.	32.	32.	MyScale	Multi-model Relational DBMS Vector DBMS	0.24	0.00	+0.01
32.	31.	30.	Vald	Vector	0.24	-0.03	-0.07
33.	33.	33.	JaguarDB	Multi-model Key-value store Vector DBMS	0.00	±0.00	-0.01
33.	33.	34.	SvectorDB	Vector	0.00	±0.00	±0.00
33.	33.	34.	Transwarp Hippo	Vector	0.00	±0.00	±0.00

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DB-Engines Ranking of Vector DBMS

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