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Alternatives · 2026

The best Typesense alternatives

The rest of Best Search Databases, in this site's order: each with what it costs, where it runs and its record score.

1
Chroma

Chroma suits developers building AI applications that need search and retrieval over stored data, with options for local, cloud, or customer-VPC…

AndroidiPhone & iPadWeb+5 $250 a month Record6.6 Visit
2
Algolia

Algolia may suit developers and organizations adding search to websites or apps, including ecommerce and enterprise search use cases.

AndroidiPhone & iPadWeb+2 $0.50 a month Record5.8 Visit
3
Pinecone

Pinecone suits teams building AI applications that need semantic search, recommendations, or retrieval-augmented generation.

WebMacLinux+1 $20 a month Record5.8 Visit
4
Vespa

Vespa is intended for teams building AI applications where search quality, ranking, fresh real-time data, or increasing retrieval traffic matter.

WebWindowsMac+3 Free plan Record5.8 Visit
5 WebLinuxAPI+1 $99 a month Record5.7 Visit
6
Apache Solr

Solr suits teams and individuals building self-hosted search for documents, websites, or applications.

WebWindowsMac+3 Free plan Record5.6 Visit
7
Meilisearch

Meilisearch suits developers building search into websites or applications, from e-commerce and SaaS to media, knowledge bases, and enterprise use…

WebWindowsMac+3 $20 usage-based Record5.6 Visit
8
Weaviate

Weaviate suits developers building search, RAG, or agent systems who need a hosted or self-managed database.

WebLinuxAPI+1 $45 usage-based Record5.2 Visit
9 WebWindowsLinux+1 $9,900 a year Record5.1 Visit
10
Qdrant

Qdrant suits developers building semantic search or recommendation systems who need vector storage, metadata filtering or hybrid retrieval.

WebWindowsMac+3 Free plan Record5.0 Visit
11
Google Vertex AI Search

This service suits teams building search or recommendation experiences for websites and mobile apps, especially when their information spans…

AndroidiPhone & iPadWeb+1 $4 a month Record4.9 Visit
12
Manticore Search

Manticore Search suits developers building searchable applications, analytics systems, or hybrid text-and-vector retrieval.

WebWindowsMac+3 Free plan Record4.9 Visit
13
OpenSearch

OpenSearch suits teams building search, observability, or security analytics applications, particularly those that need flexible deployment or want…

WebWindowsMac+3 Free plan Record4.8 Visit
14
Zilliz Cloud

Zilliz Cloud suits teams building vector search applications on managed Milvus.

WebAPI Free plan Record4.8 Visit
15
ParadeDB

ParadeDB fits teams outgrowing PostgreSQL full-text search or pgvector and transactional applications needing search.

MacLinuxAPI+1 Free plan Record4.7 Visit
16 WebMacLinux+2 Free plan Record4.6 Visit
17 WebAPISelf-hosted Free plan Record4.5 Visit
18
Milvus

Milvus suits developers and teams building vector search into GenAI applications, with deployment options ranging from local use to Kubernetes…

LinuxAPISelf-hosted Free plan Record4.5 Visit
19 LinuxSelf-hosted Free plan Record4.4 Visit
20
LanceDB

LanceDB suits developers building and curating multimodal training datasets with searchable tables and versioned data.

LinuxAPISelf-hosted Free plan Record4.3 Visit
21 WebAPI $79 a month Record4.3 Visit
22 WebAPISelf-hosted $16 a month Record4.3 Visit
23
Constructor

Constructor is aimed at retailers seeking ecommerce search and product discovery tools.

AndroidiPhone & iPadWeb+1 — Record4.2 Visit
24
Vald

Vald suits developers and infrastructure teams building vector search on Kubernetes or self-managed environments.

LinuxAPISelf-hosted Free plan Record4.2 Visit