Comparison

Pinecone vs Qdrant

On the evidence we track, Pinecone leads this comparison with a composite score of 77/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Pinecone77
Qdrant59
Score
Vioscale score
Pinecone77 / 100medium · 72%
Qdrant59 / 100medium · 60%
Pricing
Free tier
Pinecone
Qdrant
Model
Pineconefreemium
Price level
Pineconelow
Qdrantunknown
Transparent
Pinecone
Qdrant
Integrations
Count
Pinecone4
Qdrant6
Security
Gdpr
Pinecone
Qdrant
Hipaa
Pinecone
Qdrant
Iso27001
Pinecone
Qdrant
Soc2
Pinecone
Qdrant
Reliability
Sla pct
Pinecone99.95
Qdrant
Status page
Pinecone
Qdrant
Adoption
Dependent repos
Pinecone
Qdrant0
Github stars
Pinecone
Qdrant34,203
Activity
Commits last 30d
Pinecone
Qdrant100
Release
Cadence days
Pinecone
Qdrant18
History
Pinecone
Qdrant20 items
License
Spdx
Pinecone
Language
Primary
Pinecone
QdrantRust
Market

Capabilities

Feature-by-feature on the axes that matter for vector databases. “-” means undocumented, not absent.

Deployment
Deployment
PineconeManaged
QdrantSelf-hosted
Serverless / consumption pricing
Pinecone
Qdrant-
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
Pinecone-
QdrantHNSW
Distance metrics (cosine / dot / Euclidean)
Pinecone-
Qdrant-
Query
Metadata filtering
PineconePost-filter
Qdrant-
Hybrid search (dense + sparse fusion)
Pinecone
Qdrant
Built-in BM25 / lexical
Pinecone-
Qdrant
Storage
Quantization
Pinecone-
QdrantScalar
On-disk vs in-memory
PineconeTiered
QdrantDisk-backed
Scale
Multi-tenancy (namespaces / collections / tenants)
Pinecone
Qdrant
Horizontal scale
PineconeSharded / distributed
QdrantSharded / distributed
Consistency
Consistency
PineconeEventual
Qdrant-
Licensing
Licence class
PineconeProprietary
QdrantSource-available
Classification
Purpose-built vs feature-of-parent
PineconeDedicated DBMS
QdrantDedicated DBMS

What each one is

The product in its own terms, so the numbers below have context.

Pinecone

Leader

A fully managed platform that indexes and searches high-dimensional vector data, enabling AI applications to rapidly retrieve relevant information from large datasets without infrastructure overhead.

Independently observed

Qdrant

A vector database engine that provides fast similarity search over high-dimensional vectors, available in managed cloud, self-hosted open source, and hybrid deployment models for AI applications.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Pinecone

Leader
from $0.07/moHybridFree tier

Free tier with single P1 pod. Metered usage: $0.070-0.075/hour per pod for Standard plans.

  • FreeFree
    • Single P1 pod
    • Production-ready
    • Secure
    • Fully managed
  • Standard$0.070/hour (P1) or $0.075/hour (S1 storage-optimized) per pod
    • Configurable pod types and count
    • Adjustable replicas
    • Priority support (24-hour response)
    • Multi-AZ deployment
  • DedicatedContact sales
    • Dedicated cluster
    • Dedicated GCP or AWS environment
    • Any region deployment
    • High-priority support (4-hour response)
    • Multi-AZ with hands-off resilience
as of verify ↗

Qdrant

Usage-based

Usage-based pricing on CPU, memory, and disk storage; charged monthly for previous month's usage

as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Pinecone
Qdrant
CLI
Pinecone
Qdrant
Deployment
Cloud / SaaS
Pinecone
Qdrant
Self-hosted
Pinecone
Qdrant
On-premise
Pinecone
Qdrant
Hybrid
Pinecone
Qdrant
Air-gapped
Pinecone
Qdrant

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Pinecone

Leader
4 total
  • Azure OpenAI
  • GitHub CoPilot
  • Azure Marketplace
  • Microsoft Marketplace
Independently observed

Qdrant

6 total
  • Slack
  • Adobe
  • Hubspot
  • Arize
  • Google DeepMind
  • Qualcomm
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.

Pinecone vs Qdrant: an evidence-based comparison · Vioscale