APIbenchmarks

Head to head

Pinecone vs Qdrant Cloud

As a vector database API, Pinecone rates higher on the APIbenchmarks Index, 87.5 to 82.1, a 5.4-point gap. Here is how they compare on each criterion.

Pinecone logo
Pinecone
Pinecone Systems
A
87.5ABI / 100

Serverless vector search for production RAG

82.1ABI / 100

High-performance open-source vector engine

Criterion by criterion

CriterionPineconeQdrant Cloud
Documentation & DX
90
82
Reliability
88
78
Ecosystem & SDKs
82
80
Accessibility
90
90
APIbenchmarks Index87.582.1

Specifications

PineconeQdrant Cloud
Best forServerless vector search for production RAGHigh-performance open-source vector engine
Free tierStarter: 2GB storage (~350K vectors), 1 index, no SLA1GB RAM / 4GB disk cluster (~1M vectors), no card
PricingPer read/write unit + storageResource-based (vCPU/RAM/disk)
Official SDKs7 languages8 languages

Is Pinecone better than Qdrant Cloud?

On the APIbenchmarks Index, Pinecone rates higher (87.5 vs 82.1). It leads on the four weighted criteria, but price is reported separately, so the best choice still depends on your budget.