OpenMetadata vs dbt Labs

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

dbt Labs leads in AI visibility (60 vs 35)
OpenMetadata logo

OpenMetadata

EmergingData Catalog

Open-Source Metadata Management

OpenMetadata is an open-source metadata management and data catalog platform providing discovery, governance, lineage, and data quality across the modern data stack.

AI VisibilityBeta
Overall Score
D35
Category Rank
#1 of 1
AI Consensus
80%
Trend
up
Per Platform
ChatGPT
35
Perplexity
31
Gemini
30

About

OpenMetadata is an open-source metadata management platform that provides data catalog, data discovery, data lineage, data quality, and data governance capabilities through a single unified metadata store, designed to serve as the central metadata layer for the modern data stack across cloud data warehouses, ETL pipelines, BI tools, ML platforms, and operational databases. The platform's architecture is built on a metadata API layer that aggregates metadata from connected data sources into a centralized repository with a standardized schema, enabling search and discovery across the full data environment without requiring each tool to be queried separately. OpenMetadata's open-source foundation means that organizations can deploy the platform without vendor licensing costs and can extend or customize the platform for specific use cases by contributing to or forking the codebase — an important consideration for data engineering teams that need to adapt catalog functionality to match their specific data stack configuration.

Full profile
dbt Labs logo

dbt Labs

ChallengerData & Analytics

Data Transformation

Analytics engineering company that created dbt and established the discipline as a category; Oct 2025 all-stock merger with Fivetran announced; acquired SDF Jan 2025;

AI VisibilityBeta
Overall Score
B60
Category Rank
#1 of 3
AI Consensus
55%
Trend
down
Per Platform
ChatGPT
70
Perplexity
66
Gemini
58

About

dbt Labs is a data transformation and analytics engineering company founded in 2016 and headquartered in Philadelphia, Pennsylvania, that created dbt (data build tool) — the open-source framework that established analytics engineering as a discipline and became the de facto standard for transforming raw data in the modern data warehouse. The company was founded by Tristan Handy, Drew Banin, and Connor McArthur with the conviction that data analysts should have the same software engineering workflows — version control, testing, documentation, modularity — that application engineers take for granted. dbt brought those practices to SQL-based data transformation, enabling data teams to build reliable, maintainable data pipelines.\n\nThe dbt product ecosystem includes dbt Core (the open-source transformation framework), dbt Cloud (the managed development and deployment platform), dbt Explorer (data lineage and documentation), and a growing set of features for data governance and collaboration. In January 2025, dbt Labs acquired SDF Labs, a high-performance SQL compilation and semantic layer technology, deepening its capabilities in query planning and column-level lineage. dbt integrates natively with major cloud data warehouses including Snowflake, Databricks, BigQuery, and Redshift, and sits at the center of the modern data stack alongside ingestion tools like Fivetran and orchestration platforms like Airflow.\n\nIn October 2025, dbt Labs announced an all-stock merger with Fivetran, a combination that would unite the leading data ingestion and transformation layers of the modern data stack under one company. dbt Core's open-source community spans hundreds of thousands of data practitioners globally, and dbt Cloud serves thousands of paying enterprise customers. The merger, if completed, would create a dominant end-to-end data pipeline company and redefine the competitive landscape in the modern data stack market.

Full profile

AI Visibility Head-to-Head

35
Overall Score
60
#1
Category Rank
#1
80
AI Consensus
55
up
Trend
down
35
ChatGPT
70
31
Perplexity
66
30
Gemini
58
26
Claude
52
29
Grok
67

Key Details

Category
Open-Source Metadata Management
Data Transformation
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only OpenMetadata
Open-Source Metadata Management
Only dbt Labs
Data Transformation

Integrations

Only dbt Labs

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