ParadeDB adds full text search, vector retrieval, and aggregations to PostgreSQL.
The Best Meilisearch Alternatives in 2026
Looking for something like Meilisearch? Here are 8 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 5 are open source.
Search sites and applications with Meilisearch, an API-based search engine offering hybrid search.
Top picks at a glance
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | ParadeDB | — | Yes | — |
| 2 | VectorDB | — | Yes | — |
| 3 | Vald | — | Yes | — |
| 4 | pgvecto.rs | — | Yes | — |
| 5 | Weaviate | — | Not stated | — |
| 6 | Vespa | — | Yes | — |
| 7 | Qdrant | — | Not stated | Web |
| 8 | ElasticSearch | Free trial | Not stated | Web |
All Meilisearch alternatives
Vector search and storage are the focus of VectorDB, a Python vector database project.
Distributed vector search is provided by Vald, an engine designed to scale across deployments.
PostgreSQL vector search can use pgvecto.rs, an extension described as scalable and low latency.
Weaviate
github.com/semi-technologies/weaviateAn open-source vector database, Weaviate stores objects and vectors and supports vector search.
AI search and serving structured data are provided by Vespa, an open-source software platform.
Qdrant
qdrant.techVector similarity search is provided by Qdrant, an open-source search engine written in Rust.
Distributed search and analytics are provided by Elasticsearch, an open-source engine for indexed data.
Alternatives to similar tools
What is the best alternative to Meilisearch?
Are there open-source alternatives to Meilisearch?
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative








