Zilliz vs MongoDB

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

MongoDB leads in AI visibility (77 vs 59)
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
MongoDB logo

MongoDB

LeaderData & Analytics

Vector Databases

Document database leader with $1.7B revenue; Atlas Vector Search positions MongoDB as the core AI application data layer for RAG and semantic search; flexible BSON document model serves 47,000+ customers on AWS, Azure, and Google Cloud.

AI VisibilityBeta
Overall Score
B77
Category Rank
#1 of 2
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
76
Perplexity
85
Gemini
78

About

MongoDB is a leading document-oriented NoSQL database company providing a flexible, developer-friendly data platform for modern applications that require horizontal scalability, flexible schemas, and rich query capabilities. Founded in 2007 by former DoubleClick engineers and headquartered in New York City, MongoDB pioneered the document database model using JSON-like documents (BSON) rather than relational tables, enabling developers to store data in structures that naturally match application objects without complex ORM mappings. The company is listed on NASDAQ and generates approximately $1.7 billion in annual revenue.

Full profile

AI Visibility Head-to-Head

59
Overall Score
77
#1
Category Rank
#1
58
AI Consensus
67
up
Trend
up
52
ChatGPT
76
53
Perplexity
85
67
Gemini
78
64
Claude
82
54
Grok
71

Key Details

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

Capabilities & Ecosystem

Capabilities

Only Zilliz
Vector Databases & AI Search
Only MongoDB
Vector Databases

Integrations

Only Zilliz
Only MongoDB
MongoDB is classified as company.

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