Zilliz vs Qdrant

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

AI visibility is closely matched (58 vs 58)
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
C58
Category Rank
#50 of 161
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
61
Gemini
61

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
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

58
Overall Score
58
#50
Category Rank
#48
82
AI Consensus
89
stable
Trend
stable
59
ChatGPT
57
61
Perplexity
52
61
Gemini
55
54
Claude
54
58
Grok
55

Key Details

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

Capabilities & Ecosystem

Zillizcompetes withQdrant

Capabilities

Shared
Vector Databases & AI Search

Integrations

Both integrate with
Only Zilliz
Only Qdrant

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.