Qdrant vs Zilliz

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

Zilliz leads in AI visibility (59 vs 54)
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
C54
Category Rank
#2 of 2
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
49
Perplexity
63
Gemini
46

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
Zilliz logo

Zilliz

ChallengerData & Analytics

Vector Databases & AI Search

Creator of Milvus, most adopted open-source vector database (40K+ GitHub stars, 100M+ downloads). Founded 2017, Redwood City. Raised ~$113-132M. Private.

AI VisibilityBeta
Overall Score
C59
Category Rank
#1 of 2
AI Consensus
58%
Trend
up
Per Platform
ChatGPT
52
Perplexity
53
Gemini
67

About

Zilliz is an AI infrastructure company founded in 2017 by Charles Xie, headquartered in Redwood City, California. It created and maintains Milvus, the world's most widely adopted open-source vector database with 40,000+ GitHub stars and 100M+ downloads. Raised approximately $113-132 million including a $60M Series B in August 2022.

Full profile

AI Visibility Head-to-Head

54
Overall Score
59
#2
Category Rank
#1
59
AI Consensus
58
up
Trend
up
49
ChatGPT
52
63
Perplexity
53
46
Gemini
67
55
Claude
64
49
Grok
54

Capabilities & Ecosystem

Qdrantcompetes withZilliz

Capabilities

Shared
Vector Databases & AI Search

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