Qdrant - Alternatives & Competitors

Ranked by Relevance

• 1
  Zilliz Cloud High-Performance Vector Database Made Serverless.

  Zilliz Cloud is a fully-managed vector database service built on Milvus, designed for speed, scalability, and high performance in AI applications.

  • Freemium
  • From 99$
• 2
  Vald A Highly Scalable Distributed Vector Search Engine

  Vald is a cloud-native, highly scalable distributed vector search engine using the NGT algorithm for fast approximate nearest neighbor searches. It features automatic indexing, backup, and horizontal scaling for handling billions of vectors.

  • Free
• 3
  Milvus The High-Performance Vector Database Built for Scale

  Milvus is an open-source vector database designed for GenAI applications. It offers high-speed searches and scales to billions of vectors with minimal performance loss.

  • Freemium
• 4
  client-vector-search Embed, store, and search vectors on the client side!

  client-vector-search enables developers to implement client-side semantic search using vector embeddings, offering fast computation and search capabilities directly in the browser.

  • Freemium
  • From 20$
• 5
  Weaviate The AI-native database for a new generation of software

  Weaviate is an open-source vector database that enables developers to build AI-native applications with improved search capabilities, reduced hallucination, and enhanced data security. It supports hybrid search, RAG, and generative feedback loops.

  • Freemium
  • From 25$
• 6
  VecRank AI Vector Search + Rerank API with zero infrastructure

  VecRank AI offers a scalable, AI-driven search solution with vector search and reranking capabilities. It enhances natural language understanding and contextual relevance for developers and businesses.

  • Freemium
  • From 9$
• 7
  VectorDB Lightweight Python package for vector search and storage.

  VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.

  • Free
• 8
  KDB.AI The Scalable Vector Database for AI

  KDB.AI is a scalable vector database designed for building production-grade AI applications, offering high uptime and low latency search capabilities.

  • Freemium
• 9
  Hyperspace Hyper search performance, lower costs

  Hyperspace is an elastic compatible cloud-native search database that combines vector and lexical search capabilities, delivering 10x faster performance through custom computing power.

  • Freemium
• 10
  Meilisearch Refreshingly simple search, enhanced by AI

  Meilisearch is a lightning-fast, flexible, and user-focused search engine enhanced by AI, designed for seamless integration into websites and applications.

  • Freemium
  • From 30$
• 11
  Chroma The open-source AI application database with built-in embeddings and vector search capabilities

  Chroma is an open-source database solution designed specifically for AI applications, offering integrated embeddings, vector search, document storage, and multi-modal retrieval capabilities.

  • Free
• 12
  CodableAI Your Ultimate Vector Database Platform

  CodableAI is a comprehensive vector database platform offering advanced APIs for embedding generation, vector search, and database management. It enables businesses to create real-time AI applications with capabilities for processing up to 80K tokens and managing up to 50 million vectors.

  • Contact for Pricing
• 13
  Marqo Train and Deploy Embedding Models for Powerful Search Applications

  Marqo is an end-to-end embedding platform that enables training, deployment, and management of 150+ embedding models for semantic search, with multimodal and multilingual capabilities.

  • Usage Based
• 14
  SvectorDB Serverless vector database built for AWS

  SvectorDB is a cost-effective serverless vector database specifically designed for AWS that offers pay-per-use pricing and seamless scaling from prototype to production.

  • Usage Based
• 15
  VectorAdmin The frontend of vector databases.

  VectorAdmin offers a universal user interface and tool suite for managing vector databases used in LLM applications, simplifying data handling and reducing embedding costs.

  • Freemium
• 16
  DenserRetriever Cutting-Edge AI Retriever for RAG

  DenserRetriever is an enterprise-grade AI retriever designed for streamlined AI integration into applications, ensuring cutting-edge accuracy and rapid prototyping.

  • Freemium
• 17
  Manticore Search Easy-to-use open-source fast database for search

  Manticore Search is a high-performance, open-source database optimized for search applications, including vector and semantic search. It serves as a cost-effective and resource-efficient alternative to Elasticsearch, excelling in speed and handling large datasets.

  • Free
• 18
  TopK Embeddings + database + ranking in a single API.

  TopK provides a unified API for embeddings, database management, and ranking, simplifying complex search stack implementations for developers.

  • Contact for Pricing
• 19
  lantern.dev Open-source Postgres vector database and toolkit for building production-ready AI applications

  Lantern is a cloud-based vector database solution that extends Postgres with advanced vector search capabilities, embedding generation, and LLM integrations for AI applications.

  • Freemium
  • From 44$
• 20
  turbopuffer Serverless Vector and Full-Text Search

  turbopuffer offers a serverless vector and full-text search solution built on object storage, delivering high speed, scalability, and cost-effectiveness.

  • Contact for Pricing
• 21
  Pinecone The Vector Database for Building Accurate and Performant AI Applications

  Pinecone is a leading vector database designed for creating and scaling high-performance, accurate AI applications. It offers a fully managed, scalable infrastructure for managing vector embeddings.

  • Freemium
  • From 25$
• 22
  Trieve AI search for the modern world

  Trieve is an end-to-end AI-powered search and discovery platform that offers semantic vector search, hybrid search capabilities, and RAG experiences through a unified API.

  • Freemium
  • From 25$
• 23
  Embed API Create Custom Embeddings for Your Data

  Embed API offers an API for generating custom vector embeddings from text, images, and audio, designed to enhance AI applications and LLM performance.

  • Freemium
  • From 29$
• 24
  InfiniFlow The AI-Native Database for LLM Applications

  InfiniFlow is a high-performance database solution designed specifically for LLM applications, offering hybrid search capabilities across dense embedding, sparse embedding, tensor, and full-text data with millisecond-level latency.

  • Other
• 25
  ZeroEntropy The Engine For Human-Level Search.

  ZeroEntropy is an adaptive AI retrieval engine API delivering fast, human-like, and accurate search for AI Agents and RAG applications, understanding context and learning from queries.

  • Free Trial
  • From 50$
• 26
  Quasara 'Synapsis' The vectorisation engine that turns visual data into vector embeddings.

  Quasara 'Synapsis' is a vectorization engine that transforms visual data into vector embeddings. It's designed for applications in autonomous driving, infrastructure inspection, earth observation, and manufacturing.

  • Contact for Pricing