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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 models34 systems in ranking, October 2025
RankDBMSDatabase ModelScore
Oct
2025
Sep
2025
Oct
2024
Oct
2025
Sep
2025
Oct
2024
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS
1212.77+42.15-96.67
2.2.2.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS
643.20-13.97-8.96
3.3.3.MongoDB detailed informationDetailed vendor-provided information availableDocument, Multi-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
368.01-12.49-37.20
4.4.4.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
142.33-2.84-7.30
5.5.5.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS
116.67-1.59-15.18
6.6.6.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS
105.16-1.82+7.56
7.7.up arrow 11.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS
20.18+0.03+3.93
8.8.down arrow 7.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS
19.30-0.63+1.99
10.10.down arrow 9.CouchbaseMulti-model infoDocument 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 AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS
8.05-0.30-0.14
13.13.13.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS
7.51-0.68-0.22
14.up arrow 15.up arrow 19.PineconeVector6.68+0.70+3.62
15.down arrow 14.down arrow 14.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS
6.00-0.06+0.29
16.16.up arrow 20.MilvusVector4.53+0.02+1.51
17.17.down arrow 16.MarkLogicMulti-model infoDocument store
Native XML DBMS
RDF store
Search engine
Vector DBMS
4.14-0.17-0.24
18.up arrow 20.up arrow 24.QdrantVector3.74+0.30+2.05
19.19.down arrow 15.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS
3.41-0.26-1.33
20.up arrow 23.up arrow 25.WeaviateVector3.31+0.41+1.66
21.21.down arrow 18.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS
3.19-0.23-0.47
22.down arrow 18.down arrow 17.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS
3.05-0.86-1.05
23.down arrow 22.down arrow 22.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store
2.89-0.15+0.86
24.24.down arrow 23.ChromaVector2.42+0.06+0.55
25.25.down arrow 21.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS
2.06+0.12-0.60
26.26.up arrow 27.MeilisearchMulti-model infoSearch engine
Vector DBMS
1.43-0.06+0.36
27.27.down arrow 26.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS
1.16-0.04+0.07
28.28.up arrow 30.VespaMulti-model infoSearch engine
Vector DBMS
0.98-0.03+0.37
29.29.down arrow 28.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS
0.74+0.02-0.06
30.30.down arrow 29.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS
0.66+0.01-0.02
31.31.up arrow 32.Deep LakeVector0.48-0.03+0.18
32.up arrow 33.up arrow 33.MyScaleMulti-model infoRelational DBMS
Vector DBMS
0.240.00+0.01
33.down arrow 32.down arrow 31.ValdVector0.24-0.03-0.07
34.34.34.JaguarDBMulti-model infoKey-value store
Vector DBMS
0.00±0.00-0.01
34.34.up arrow 35.SvectorDBVector0.00±0.00±0.00
34.34.up arrow 35.Transwarp HippoVector0.00±0.00±0.00

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