Weaviate vs Collibra

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

Collibra leads in AI visibility (74 vs 57)
Weaviate logo

Weaviate

ChallengerData & Analytics

Vector Databases & AI Infrastructure

Open-source AI-native vector database for semantic search and RAG; founded 2019 in Amsterdam; raised ~$67.6M; 5M+ monthly downloads; integrates natively with OpenAI, Cohere, AWS, and Azure for production-ready AI application development.

AI VisibilityBeta
Overall Score
C57
Category Rank
#56 of 161
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
56
Gemini
60

About

Weaviate is an open-source, AI-native vector database founded in 2019 by Bob van Luijt, Etienne Dilocker, and Micha Verhagen in Amsterdam, Netherlands. The platform stores and searches data using vector embeddings, enabling semantic search, hybrid search, retrieval-augmented generation (RAG), and agentic AI applications. With over 5 million monthly downloads and 14,000+ GitHub stars, Weaviate has become a foundational tool for developers building production-ready AI applications.

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Collibra logo

Collibra

LeaderData Catalog

Data Intelligence & Governance Platform

Collibra is a leading data intelligence platform providing enterprise data catalog, governance, lineage, and quality capabilities for regulated and data-driven organizations.

AI VisibilityBeta
Overall Score
B74
Category Rank
#17 of 161
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
71
Perplexity
77
Gemini
75

About

Collibra is a data intelligence platform that provides enterprise organizations with a unified environment for data catalog, data governance, data lineage, and data quality management — covering the full lifecycle of data trust from asset discovery and documentation through policy enforcement and compliance reporting. The platform's data catalog provides a searchable inventory of data assets enriched with business context — business glossary terms, data classifications, ownership assignments, and stewardship workflows — that allows data consumers to find, understand, and trust data before using it in analytics, reporting, or decision-making. Collibra's governance framework enables organizations to define data policies, assign stewardship responsibilities, manage data requests through structured workflows, and track policy compliance across the data landscape — critical capabilities for regulated industries where data handling must be documented and auditable.

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AI Visibility Head-to-Head

57
Overall Score
74
#56
Category Rank
#17
80
AI Consensus
82
stable
Trend
stable
59
ChatGPT
71
56
Perplexity
77
60
Gemini
75
54
Claude
70
62
Grok
74

Key Details

Category
Vector Databases & AI Infrastructure
Data Intelligence & Governance Platform
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Weaviate
Vector Databases & AI Infrastructure
Only Collibra
Data Intelligence & Governance Platform

Integrations

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