Elasticsearch alternatives in 2026: 13 tools like Elasticsearch

Closest: Semantic Search

OpenSearch

Open-source search and analytics suite for vector and keyword search

CuratedLinuxWindows

0 use thisCompare with Elasticsearch
Vespa

Big data serving engine with ML integration

Curated

0 use thisCompare with Elasticsearch

More in Vector & Search

Chroma

AI-native open-source embedding database

CuratedLinuxMacWebWindows

0 use thisCompare with Elasticsearch
LanceDB

Open-source multimodal lakehouse and vector database for AI

Curated

0 use thisCompare with Elasticsearch
Milvus

Open-source vector database built for AI

CuratedLinuxMacWindows

0 use thisCompare with Elasticsearch
Pinecone

Managed vector database for ML applications

CuratedWeb

0 use thisCompare with Elasticsearch
Qdrant

Vector similarity search engine

CuratedLinuxMacWebWindows

0 use thisCompare with Elasticsearch
turbopuffer

Vector and full-text search built on object storage

CuratedWeb

0 use thisCompare with Elasticsearch
Weaviate

Open-source vector database with ML integrations

Curated

0 use thisCompare with Elasticsearch
Annoy

Approximate nearest neighbors by Spotify

Curated

0 use thisCompare with Elasticsearch
FAISS

Library for efficient similarity search by Meta

Curated

0 use thisCompare with Elasticsearch
ScaNN

Scalable nearest neighbors library by Google

Curated

0 use thisCompare with Elasticsearch
P

pgvector

Vector similarity search for PostgreSQL

CuratedLinuxMacWindows

0 use thisCompare with Elasticsearch

Questions

What are the closest alternatives to Elasticsearch?

OpenSearch and Vespa sit on the same sub-line as Elasticsearch (Semantic Search) on AI Landscape.

How are these alternatives chosen?

They are the other products on the Vector & Search stop of the map: curated products first, the ones on Elasticsearch's sub-line before the rest, then by name until members have marked enough of them.