Alternatives to Marquez Data Lineage
12 enterprise-ready natural language querying tools comparable to Marquez Data Lineage, ranked by Xither's Enterprise Readiness score (compliance, deployment options, integration surface, and operational track record).
How the top alternatives to Marquez Data Lineage compare
| Tool | Readiness | Pricing | Compliance | Deployment | Founded |
|---|---|---|---|---|---|
| Marquez Data Lineage (baseline) | Not scored | Open Source | None listed | Cloud, On-Premise, Hybrid, Self-Hosted | 2018 |
| Stemma AI Catalog | Not scored | Enterprise | None listed | Cloud, On-Premise, Hybrid | 2021 |
| ThoughtSpot | 62 / 100 · Established | Paid | None listed | Cloud, Self-Hosted | 2012 |
| Atlan AI Data Catalog | 60 / 100 · Established | Enterprise | None listed | Cloud, Hybrid | 2019 |
| Bigeye Data Quality | 60 / 100 · Established | Enterprise | None listed | Cloud, Hybrid | 2019 |
| Secoda AI | 59 / 100 · Established | Freemium | None listed | Cloud, Self-Hosted | 2020 |
| Databricks AI/BI | 56 / 100 · Established | Paid | None listed | Cloud | 2013 |
Stemma AI Catalog — is priced enterprise where Marquez Data Lineage is open source, and documents 8 integrations.
ThoughtSpot — is priced paid where Marquez Data Lineage is open source, and documents 5 integrations.
Atlan AI Data Catalog — is priced enterprise where Marquez Data Lineage is open source, and documents 8 integrations.
Bigeye Data Quality — is priced enterprise where Marquez Data Lineage is open source, and documents 8 integrations.
Secoda AI — is priced freemium where Marquez Data Lineage is open source, and documents 8 integrations.
Databricks AI/BI — is priced paid where Marquez Data Lineage is open source, and documents 5 integrations.
All Marquez Data Lineage alternatives
Stemma AI Catalog
stemma.ai
Enterprise-grade analytics catalog with natural language query for data discovery and governance
ThoughtSpot
www.thoughtspot.com/
AgentSpot is an Agentic Workforce Platform that helps teams with analytics and business intelligence, powered by agents.
Atlan AI Data Catalog
atlan.com/ai/
This page describes the cookies used on the Atlan website, categorized by their function.
Bigeye Data Quality
www.bigeye.com/
Bigeye Data Quality offers an Enterprise AI Trust Platform built on lineage-enabled data observability technology.
Secoda AI
www.secoda.co/ai-data-analyst
AI-powered data agent to discover, document, govern, and analyze data
Databricks AI/BI
www.databricks.com/product/business-intelligence
AI-assisted business intelligence solution built into the Databricks Platform for creating dashboards and visualizations.
Lightup AI Data
www.lightup.ai/
Lightup provides enterprise data observability for continuous monitoring and validation of production data pipelines.
Validio AI Data
validio.io
Enterprise-grade natural language analytics for data-driven decision making
Anomalo Data Quality
www.anomalo.com/
Anomalo is an autonomous data system that monitors, investigates, surfaces, and reports on data using Agentic AI.
Defog
defog.ai
Specialized NL-to-SQL models with data privacy guarantees.
Vanna AI
vanna.ai
Open-source RAG-based NL-to-SQL framework.
BlazeSQL
www.blazesql.com
NL-to-SQL platform built for production reliability.