Ranking > Vector DBMS

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				24 systems in ranking, November 2025
Rank			DBMS	Database Model	Score
Nov 2025	Oct 2025	Nov 2024	DBMS	Database Model	Nov 2025	Oct 2025	Nov 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	371.68	+3.66	-29.25
2.	2.	2.	Elasticsearch	Multi-model Search engine Vector DBMS Document store Spatial DBMS	113.97	-2.69	-17.67
3.	3.	3.	OpenSearch	Multi-model Search engine Vector DBMS Vector DBMS	19.13	-0.18	+1.53
4.	4.	4.	Couchbase	Multi-model Document store Vector DBMS Key-value store Spatial DBMS Search engine Time Series DBMS Vector DBMS Wide column store	11.52	-0.44	-4.29
5.	5.	5.	Kdb	Multi-model Time Series DBMS Vector DBMS Relational DBMS	8.05	+0.54	+0.99
6.	6.	7.	Pinecone	Vector	7.07	+0.39	+3.99
7.	7.	8.	Milvus	Vector	4.70	+0.16	+1.84
8.	8.	6.	MarkLogic	Multi-model Document store Native XML DBMS RDF store Search engine Vector DBMS	4.10	-0.04	-0.18
9.	9.	12.	Qdrant	Vector	4.08	+0.35	+2.32
10.	10.	13.	Weaviate	Vector	3.73	+0.41	+2.28
11.	11.	10.	OceanBase	Multi-model Relational DBMS Vector DBMS Document store Wide column store	2.77	-0.12	+0.76
12.	13.	9.	DolphinDB	Multi-model Time Series DBMS Vector DBMS Relational DBMS	2.44	+0.38	-0.15
13.	12.	11.	Chroma	Vector	2.41	-0.01	+0.60
14.	14.	15.	Meilisearch	Multi-model Search engine Vector DBMS	1.49	+0.07	+0.39
15.	15.	14.	ObjectBox	Multi-model Object oriented DBMS Vector DBMS Time Series DBMS	1.18	+0.01	+0.08
16.	16.	18.	Vespa	Multi-model Search engine Vector DBMS	0.93	-0.05	+0.32
17.	17.	16.	AllegroGraph	Multi-model Document store Graph DBMS RDF store Vector DBMS Spatial DBMS	0.73	-0.01	-0.02
18.	18.	17.	CrateDB	Multi-model Document store Spatial DBMS Search engine Time Series DBMS Vector DBMS Relational DBMS	0.62	-0.04	-0.02
19.	19.	19.	Deep Lake	Vector	0.44	-0.04	+0.14
20.	21.	20.	Vald	Vector	0.26	+0.02	-0.01
21.	20.	21.	MyScale	Multi-model Relational DBMS Vector DBMS	0.22	-0.02	-0.04
22.	22.	22.	JaguarDB	Multi-model Key-value store Vector DBMS	0.00	±0.00	-0.03
22.	22.	23.	SvectorDB	Vector	0.00	±0.00	±0.00
22.	22.	23.	Transwarp Hippo	Vector	0.00	±0.00	±0.00

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DB-Engines Ranking of Vector DBMS

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