Pinecone vs Qdrant

Side-by-side comparison of AI visibility scores, market position, and capabilities

Pinecone leads in AI visibility (86 vs 58)
Pinecone logo

Pinecone

EmergingAI & Machine Learning

Vector Database

SF managed vector database for AI semantic search and RAG pipelines at production scale; $138M a16z-backed at $750M valuation competing with Weaviate and pgvector for AI application vector infrastructure.

AI VisibilityBeta
Overall Score
A86
Category Rank
#30 of 296
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
83
Perplexity
90
Gemini
83

About

Pinecone is a San Francisco-based managed vector database company providing purpose-built infrastructure for storing, indexing, and querying high-dimensional vectors used in AI applications — enabling semantic search, recommendation systems, question-answering, and retrieval-augmented generation (RAG) pipelines at production scale without the operational complexity of self-managed vector infrastructure. Founded in 2019 by Edo Liberty (former Amazon AI director) and backed with $138 million raised from Andreessen Horowitz, Menlo Ventures, and others at a $750 million valuation, Pinecone serves thousands of developers and enterprises building AI-powered applications.

Full profile
Qdrant logo

Qdrant

ChallengerData & Analytics

Vector Databases & AI Search

Open-source vector database written in Rust. $50M Series B (March 2026), $87.8M total. 250M+ downloads, 29K GitHub stars. Clients: Tripadvisor, HubSpot, Bosch. Private.

AI VisibilityBeta
Overall Score
C58
Category Rank
#48 of 161
AI Consensus
89%
Trend
stable
Per Platform
ChatGPT
57
Perplexity
52
Gemini
55

About

Qdrant is a vector search engine company founded in 2021 by Andre Zayarni, headquartered in Berlin, Germany. It develops a high-performance open-source vector database optimized for AI retrieval and similarity matching, written in Rust. In March 2026, Qdrant raised $50M Series B led by Advance Venture Partners, bringing total funding to ~$87.8M.

Full profile

AI Visibility Head-to-Head

86
Overall Score
58
#30
Category Rank
#48
78
AI Consensus
89
stable
Trend
stable
83
ChatGPT
57
90
Perplexity
52
83
Gemini
55
90
Claude
54
89
Grok
55

Key Details

Category
Vector Database
Vector Databases & AI Search
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Pineconecompetes withQdrant

Capabilities

Only Pinecone
Vector Database
Only Qdrant
Vector Databases & AI Search

Integrations

Only Pinecone
Only Qdrant

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