Ai Databases
Alternatives to Chroma
Chroma targets AI applications that need to store embeddings and metadata, then search across text, images, and other modalities. Its dense, sparse, and hybrid vector search works alongside full-text, regex, and metadata filtering. The same Apache 2.0 codebase can run locally, in Chroma Cloud, or in a customer VPC, with documented embedding and framework integrations. Starter is free, while Team costs $250 a month plus usage, and cloud service can pause when usage limits are exceeded.
- 01
ClickHouse Cloud From $25.30/mo Free trial Open source Web · Windows · macOS · Linux9.2 Visit Specs - 02
Pinecone Pinecone suits developers building semantic search, recommendations or retrieval-augmented generation applications.
From $20/mo Free plan Web · macOS · Linux · API8.9 Visit Specs - 03 SingleStore Helios
Helios may suit teams running transactional and analytical workloads together or working with varied data types.
From $0.99/mo Free plan Web · Windows · macOS · Linux8.9 Visit Specs - 04
Vespa Vespa is for teams building AI applications where search quality, ranking, fresh real-time data, or growing retrieval traffic matter.
Free plan Open source Web · Windows · macOS · Linux8.7 Visit Specs - 05 Kinetica From $1.80/mo Free plan Web · Windows · macOS · Linux8.6 Visit Specs
- 06
Elasticsearch From $99/mo Free trial Web · Linux · API · Self-hosted8.4 Visit Specs - 07 Milvus
Milvus suits developers building vector search for GenAI applications, from local experiments to Kubernetes systems.
Free plan Linux · API · Self-hosted8.3 Visit Specs - 08
Neon Neon suits teams building relational applications that want managed PostgreSQL, workload-based compute, and database branching.
From $0.11/mo Free plan Web · Windows · macOS · Linux8.3 Visit Specs - 09
AlloyDB AI Free trial Web · Linux · API · Self-hosted8.1 Visit Specs - 10
Amazon Aurora Free plan API8.1 Visit Specs - 11
Azure Cosmos DB for NoSQL It suits teams building flexible-schema, latency-sensitive, elastic, high-throughput, or highly available applications.
Free plan API · Self-hosted8.1 Visit Specs - 12
SurrealDB From $0.19/mo Free plan Self-hosted8.1 Visit Specs - 13
Qdrant Qdrant suits developers building semantic search or recommendation systems who need vector and metadata filtering or hybrid retrieval.
Free plan Web · Windows · macOS · Linux8.0 Visit Specs - 14
Supabase Supabase suits developers and teams building backends around Postgres who need authentication, storage, realtime features, or server-side functions.
From $25/mo Free plan Web · Windows · macOS · iOS8.0 Visit Specs - 15 Weaviate
Weaviate is infrastructure for developers building search, RAG or agent systems, with hosted and self-managed deployment options.
From $45/mo Free plan Web · Linux · API · Self-hosted8.0 Visit Specs - 16
Cloudflare Vectorize It suits developers building AI applications with Cloudflare Workers, especially those needing vector search, recommendations, classification, or model context.
Free plan Web · API7.9 Visit Specs - 17
KDB.AI KDB.AI suits developers building AI applications that need hybrid or temporal vector search and retrieval across text, video, audio, or images.
Free plan Web · API · Self-hosted7.9 Visit Specs - 18
OpenSearch OpenSearch suits teams building search, observability, or security analytics applications across on-premises, hybrid, or multicloud deployments.
Free plan Web · Windows · macOS · Linux7.9 Visit Specs - 19
Redis Insight Redis Insight suits developers who need GUI and CLI tools for working with Redis data across supported deployments.
Free plan Web · Windows · macOS · Linux7.9 Visit Specs - 20
LanceDB LanceDB suits teams building and curating multimodal training datasets who need searchable tables, hybrid retrieval, versioning, and feature pipelines.
Free plan Linux · API · Self-hosted7.8 Visit Specs - 21 Tigris From $0.01/mo Free plan Web · API · Self-hosted7.8 Visit Specs
- 22
Vecto Vecto suits people who need editable SVGs from raster artwork and want local, offline processing.
Free plan Windows · macOS · Linux7.6 Visit Specs - 23
Amazon OpenSearch Service Web · API7.5 Visit Specs - 24
YugabyteDB Anywhere YBA is for teams managing YugabyteDB deployments across on-premises infrastructure, cloud providers, or Kubernetes.
Free plan Web · Linux · API · Self-hosted7.5 Visit Specs - 25
Marqo Web · API7.4 Visit Specs - 26 SAP Extended Enterprise Content Management by OpenText Web · Windows · macOS · Linux7.4 Visit Specs
- 27 TileDB Cloud From $10/mo Web · API · Self-hosted7.3 Visit Specs
- 28
turbopuffer From $16/mo Web · API · Self-hosted7.3 Visit Specs - 29
Vald Free plan Linux · API · Self-hosted7.3 Visit Specs - 30
Zilliz Cloud Zilliz Cloud suits developers and teams building vector search applications, from prototypes to production systems.
Free plan Web · API7.3 Visit Specs
Choosing instead of Chroma
An alternative may fit better when your application needs a different database model or operating pattern. Compare Chroma with relational and document databases, serverless services, time-series systems, and a single local file. Consider whether you need managed patching and backups, replication, failover, offline synchronization, SQL or NoSQL access, or native vector search. Platform coverage and deployment also matter: Chroma supports local, cloud, VPC, and on-premises options, while each alternative offers its own combination of hosted, self-managed, desktop, mobile, or web access. Weigh those trade-offs against Chroma’s retrieval methods, SDK languages, pricing, and usage behavior.