Instead of Chroma
Chroma alternatives
Chroma is designed for AI applications that need embeddings and metadata stored together with retrieval across text, images, and other modalities. Its search options span dense, sparse, and hybrid vectors, full-text, regex, and metadata filters. Developers can run it locally, in Chroma Cloud, or in their own VPC, and connect documented embedding providers and frameworks. The free Starter plan offers a way to begin; Team costs $250 per month plus usage, and service can pause when usage limits are exceeded.
- 1
MySQL
Free plan APILinuxMac+2SQL and NoSQL development with replication options — MySQL centers on relational SQL and NoSQL development, with replication and high availability, rather than Chroma’s AI retrieval infrastructure.
Free plan Visit site - 2
Azure SQL Database
Free plan AndroidAPIiPhone+4Managed relational SQL with native vector search — Azure SQL Database is a managed relational service with native vector search, while Chroma focuses on embedding storage and multi-method retrieval.
Free plan Visit site - 3
SQLite
by SQLiteFree plan Open source AndroidAPIiPhone+5A self-contained, serverless SQL database engine — SQLite stores a complete database in one cross-platform file, rather than offering Chroma’s cloud and VPC deployment options for AI retrieval.
Free plan Visit site - 4
Microsoft SQL Server
Free plan APILinuxSelf-hosted+1SQL Server workloads with vector indexing — SQL Server combines relational data management with vector search and embedding generation, while Chroma specializes in AI data storage and retrieval.
Free plan Visit site - 5
PostgreSQL
Free plan LinuxMacSelf-hosted+1Open-source object-relational SQL workloads — PostgreSQL offers broad SQL data types, transactions, replication, and extensions, but its stated features do not include Chroma’s vector retrieval methods.
Free plan Visit site - 6
Amazon DynamoDB
Free plan AndroidAPIiPhone+5Managed NoSQL with automatic scaling and vector search — DynamoDB is a fully managed serverless NoSQL database with native vector search, global tables, and automatic scaling.
Free plan Visit site - 7
Amazon Aurora
by Amazon AuroraFree plan APIManaged relational workloads using PostgreSQL, MySQL, or DSQL — Aurora is a fully managed relational service with PostgreSQL, MySQL, and DSQL engines, rather than Chroma’s AI-focused retrieval database.
7.2 Visit site - 8
Vespa
Free plan Open source APILinuxMac+3 - 9
- 10
Elasticsearch
Free plan APILinuxSelf-hosted+1 - 11
- 12
Neon
Free plan APILinuxMac+2 - 13
Amazon OpenSearch Service
Free plan APIWeb7.3 Visit site - 14
- 15
Cloudflare Vectorize
Free plan APIWeb - 16
KDB.AI
Free plan APISelf-hostedWeb - 17
LanceDB
Free plan APILinuxSelf-hosted - 18
- 19
- 20
Milvus
Free plan APILinuxSelf-hosted - 21
- 22
Redis Insight
Free plan LinuxMacSelf-hosted+2 - 23
- 24
Supabase
Free plan AndroidAPIiPhone+4 - 25
Tigris
Free plan APISelf-hostedWeb - 26
TileDB Cloud
Free plan APISelf-hostedWeb - 27
Vald
Free plan APILinuxSelf-hosted - 28
Vecto
Free plan LinuxMacWindows - 29
- 30
A different database may be a better fit if your application centers on relational SQL, a managed cloud service, or a self-contained local database rather than Chroma’s retrieval mix. Compare how each option handles data models, administration, replication, scaling, and security, as well as whether it offers vector search or the search methods you need. Platform availability and licensing can also shape the choice. Consider Chroma’s multiple deployment options and search capabilities against the operating model and database features your application requires.