Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Qdrant Cloud is a managed service for running Qdrant's vector search at scale, delivering the same open-source Rust engine with secure, predictable performance and the ability to switch between self-hosted and managed deployments without changing code or data. It offloads infrastructure operations such as upgrades, scaling, sharding, backups, and monitoring, while providing predictable latency and enterprise-grade security with SOC 2 Type II, HIPAA, and GDPR compliance (BAA/DPA available). It enables advanced vector search capabilities—composable and hybrid search, in-cluster embedding generation, and multi-vector storage—supporting use cases like RAG, recommendations, and AI-powered applications.
Sources
qdrant.tech shapes more of what AI says about Qdrant Cloud than any other source, at 29% of its citations.
firecrawl.dev · zenml.io · altexsoft.com · f22labs.com
The market map
Vector Database Platforms →