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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 models32 systems in ranking, July 2025
RankDBMSDatabase ModelScore
Jul
2025
Jun
2025
Jul
2024
Jul
2025
Jun
2025
Jul
2024
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS
1217.05-13.33-23.31
2.2.2.PostgreSQL detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS
680.89+0.23+41.98
3.3.3.MongoDB detailed informationDetailed vendor-provided information availableDocument, Multi-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
403.83+0.99-25.99
4.4.4.RedisKey-value, Multi-model infoKey-value store
Document store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
149.72-2.01-7.05
5.5.5.ElasticsearchMulti-model infoSearch engine
Vector DBMS
Document store
Spatial DBMS
118.83-2.45-12.00
6.6.6.Apache CassandraWide column, Multi-model infoWide column store
Vector DBMS
108.76+0.49+9.63
7.7.up arrow 11.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS
18.54-0.06+3.37
8.8.down arrow 7.OpenSearchMulti-model infoSearch engine
Vector DBMS
Vector DBMS
17.30+0.40+0.66
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
12.96-0.83-3.45
12.12.up arrow 13.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS
7.52+0.17+0.20
13.13.down arrow 12.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS
7.10+0.36-0.48
14.up arrow 15.14.Microsoft Azure AI SearchSearch engine, Multi-model infoSearch engine
Vector DBMS
5.27+0.04-0.41
15.down arrow 14.15.Aerospike detailed informationDetailed vendor-provided information availableMulti-model infoDocument store
Graph DBMS
Key-value store
Spatial DBMS
Vector DBMS
5.00-0.26-0.16
16.16.up arrow 19.PineconeVector4.29+0.41+1.16
17.17.down arrow 16.Datastax EnterpriseWide column, Multi-model infoWide column store
Document store
Graph DBMS
Spatial DBMS
Search engine
Vector DBMS
3.66+0.04-1.44
18.18.down arrow 17.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS
3.45-0.02-0.67
19.19.up arrow 20.MilvusVector3.36+0.34+0.24
20.20.up arrow 23.QdrantVector2.54+0.12+1.27
21.up arrow 23.up arrow 22.WeaviateVector2.15+0.34+0.63
22.down arrow 21.down arrow 18.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS
2.06+0.02-1.56
23.down arrow 22.down arrow 21.ChromaVector2.00+0.07+0.12
24.24.up arrow 25.MeilisearchMulti-model infoSearch engine
Vector DBMS
1.24+0.10+0.27
25.25.down arrow 24.ObjectBoxMulti-model infoObject oriented DBMS
Vector DBMS
Time Series DBMS
1.09+0.01-0.04
26.26.up arrow 28.VespaMulti-model infoSearch engine
Vector DBMS
0.86-0.02+0.23
27.27.down arrow 26.AllegroGraphMulti-model infoDocument store
Graph DBMS
RDF store
Vector DBMS
Spatial DBMS
0.75-0.01-0.14
28.28.down arrow 27.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS
0.62-0.02-0.10
29.29.up arrow 30.Deep LakeVector0.40-0.01+0.10
30.30.down arrow 29.ValdVector0.24-0.02-0.15
31.31.31.MyScaleMulti-model infoRelational DBMS
Vector DBMS
0.23-0.03+0.04
32.32.32.JaguarDBMulti-model infoKey-value store
Vector DBMS
0.06+0.06+0.06
33.down arrow 32.SvectorDBVector0.01+0.01
34.down arrow 32.down arrow 32.Transwarp HippoVector0.00±0.00±0.00



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