---
title: Vector Database Benchmarks
description: The first comparative benchmark and benchmarking framework for vector search engines and vector databases.
keywords:
  - vector databases comparative benchmark
  - ANN Benchmark
  - Qdrant vs Milvus
  - Qdrant vs Weaviate
  - Qdrant vs Redis
  - Qdrant vs ElasticSearch
  - benchmark
  - performance
  - latency
  - RPS
  - comparison
  - vector search
  - embedding
preview_image: /benchmarks/benchmark-1.png
seo_schema: { "@context": "https://schema.org", "@type": "Article", "headline": "Vector Search Comparative Benchmarks", "image": [ "https://qdrant.tech/benchmarks/benchmark-1.png" ], "abstract": "The first comparative benchmark and benchmarking framework for vector search engines", "datePublished": "2022-08-23", "dateModified": "2022-08-23", "author": [{ "@type": "Organization", "name": "Qdrant", "url": "https://qdrant.tech" }] }
 
---