---
title: "vector-db-benchmark"
type: "tool"
slug: "qdrant-vector-db-benchmark"
canonical_url: "https://www.graphcanon.com/tools/qdrant-vector-db-benchmark"
github_url: "https://github.com/qdrant/vector-db-benchmark"
homepage_url: "https://qdrant.tech/benchmarks/"
stars: 367
forks: 147
primary_language: "Python"
license: "Apache-2.0"
archived: false
categories: ["vector-databases", "evaluation-observability"]
tags: ["vector-search-engine", "vector-database", "benchmark", "python", "vector-search"]
updated_at: "2026-07-11T11:35:55.26588+00:00"
---

# vector-db-benchmark

> Framework for benchmarking vector search engines

Framework for benchmarking vector search engines

## Facts

- Repository: https://github.com/qdrant/vector-db-benchmark
- Homepage: https://qdrant.tech/benchmarks/
- Stars: 367 · Forks: 147 · Open issues: 44 · Watchers: 5
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2026-07-10T14:36:55+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Very active (computed 2026-07-11T11:35:53.461Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:35:54.263Z
- Full report: [trust report](/tools/qdrant-vector-db-benchmark/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/qdrant-vector-db-benchmark/trust)

## Categories

- [Vector Databases](/categories/vector-databases.md)
- [Evaluation & Observability](/categories/evaluation-observability.md)

## Tags

vector-search-engine, vector-database, benchmark, python, vector-search

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [scikit-learn](/tools/scikit-learn-scikit-learn.md) - scikit-learn: machine learning in Python (★ 66,693) [Very active]
- [TrendRadar](/tools/sansan0-trendradar.md) - AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. (★ 60,461) [Very active]
- [llm-app](/tools/pathwaycom-llm-app.md) - Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. (★ 59,068) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/qdrant-vector-db-benchmark`](/api/graphcanon/tools/qdrant-vector-db-benchmark)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_