// scorecard · 57/100
verified 1mo agoAgent-readiness23/35
Agent registration (api_key)6/9
Public API5/5
OpenAPI spec0/9
MCP server9/9
llms.txt3/3
Reliability & performance0/15
Actively maintained—
Production-ready0/4
Updated recently—
Pricing12/13
Itemized public pricing6/6
Free tier / trial4/4
Free-tier generosity2/3
Docs & DX10/12
Docs quality8/8
Public API2/2
Quickstart / examples0/2
Security & compliance8/12
SOC 26/6
ISO 270010/2
GDPR2/2
Security / trust page0/2
Openness4/10
Open source0/6
Open / un-gated API4/4
Company maturity0/3
Company size—
Years operating—
// rankings · cost per standard workload
#12 in Vector Databasesnot comparable
Dedicated cluster billed per vCPU+RAM+disk hour; no per-unit rate published (calculator-gated)
qdrant.tech/pricing// overview
Qdrant is an AI-native vector search and semantic search engine for extracting meaningful information from unstructured data. It provides high-performance vector search at scale with support for RAG, recommendations, advanced search, anomaly detection, and AI agents. It can be deployed via fully managed Qdrant Cloud, Hybrid Cloud, Private Cloud, or Edge (beta).
Best for: Production-grade AI retrieval, semantic search, and vector database workloads at any scale
// pricing
Free tier · generosity 3/5
Includes: Single node cluster · Free Cloud Inference with selected models
Limits: 0.5 vCPU / 1GB RAM / 4 GB Disk
Free TierFree
- Single node 0.5 vCPU/1GB RAM/4GB disk
- Free Cloud Inference with selected models
Standard TierUsage-based
- Dedicated resources
- Flexible scaling
- High availability
- Backups
- 99.5% uptime SLA
Premium TierMinimum spend
- SSO
- Private VPC links
- 99.9% uptime SLA
- Extra support
// security & compliance
✓ SOC 2✗ ISO 27001✓ GDPR✓ HIPAA
// features
- Expansive metadata filters (nested, text, geo, has_vector)
- Native hybrid search (dense + sparse vectors, BM25, SPLADE++)
- Built-in multivector support
- One-stage filtering during HNSW traversal
- Full-spectrum reranking (score boosting, ColBERT, MMR)
- Deploy anywhere: Cloud, Hybrid, Private, Edge with enterprise security