Pinecone vs Qdrant

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

Pinecone is the stronger AI pick in Vector Databases: it has a visibility score of 71.8 versus 60.5 for Qdrant, and ranks ahead in 74% of the answers that name both.

Choose Pinecone if…

You want the brand AI engines rank higher (71.8 vs 60.5)
You need SOC 2 Type II or GDPR or ISO 27001 coverage
Zero-ops, fully managed cloud service
Easiest managed option to start with

Choose Qdrant if…

AI answers describe it more positively (68% vs 57% positive)
You need a self-hosted or on-premises option
You need SOC 2 Type 2 coverage
High performance and memory efficiency, written in Rust

AI visibility side by side

Latest weekly run · Nov 2

Metric	Pinecone	Qdrant
Visibility score	71.8%	60.5%
Change vs last week	New	New
Rank in Vector Databases	#1	#2
Share of voice	14%	13.4%
Mentions this run	66	63
Positive in AI answers	57%	68%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

Pinecone 0pp · Qdrant 0pp over 0 weekly runs.

Engine by engine

Pinecone leads on 3 of 3 engines

ChatGPT

77%

71.8%

AI Mode

77.4%

59.4%

Perplexity

61.1%

50.2%

PineconeQdrant

Head to head in AI answers

62 engine answers name both brands

46Pinecone ranked higher

16Qdrant ranked higher

Prompt	Engine	Pinecone	Qdrant
How do I choose a vector database for a mid-market team?	ChatGPT	#2	#3
How do I choose a vector database for a mid-market team?	AI Mode	#1	#2
How do I choose a vector database for a mid-market team?	Perplexity	#2	#3
What features matter most in a vector database?	ChatGPT	#1	#2
What are common mistakes when buying a vector database?	ChatGPT	#1	#2
How do companies store and search embeddings without a dedicated tool?	AI Mode	#1	#2
What is the difference between a vector database and MLOps Platforms?	ChatGPT	#1	#3
What is the difference between a vector database and MLOps Platforms?	Perplexity	#1	#3
How long does it take to roll out a vector database?	AI Mode	#1	#3
What are the best Vector Databases tools in 2026?	ChatGPT	#1	#2
What are the best Vector Databases tools in 2026?	AI Mode	#1	#3
What are the best Vector Databases tools in 2026?	Perplexity	#2	#1

Features, pricing & fit

Dimension	Pinecone	Qdrant
Pricing model	Usage-based	Usage-based
Entry price	Free; paid from $20 / mo	Contact sales
Free plan	Yes	Yes
Deployment	Fully managed cloud service, with an optional bring-your-own-cloud (BYOC) deployment	Managed cloud, hybrid cloud, private cloud (air-gapped), self-hosted on-premises, and edge
Compliance	SOC 2 Type II, HIPAA, GDPR, ISO 27001	SOC 2 Type 2, HIPAA
Support	Community support via Discord on Starter, Free support with response SLAs available via Developer or Pro add-on, Pro support included on Enterprise and BYOC, Dedicated customer success and support SLAs on Enterprise	Community support via Discord on the free tier, Standard tier: email and ticket portal, 10x5 business hours, Premium tier: 24/7 support with private Slack, Discord or Teams channels, Enterprise tier: custom response SLA and advisory services
Founded	2019	2021
Headquarters	New York, NY	Berlin, Germany
Employees	51–200	51–200
Funding	Series B · $138M raised	Series B · $88M raised
Best for	Production AI applications, from solo developers and small teams to mission-critical enterprise deployments	Developers and teams building RAG, semantic search and recommendation systems that need hybrid search and metadata filtering, either self-hosted or managed