Bigeye
Bigeye is an enterprise data observability platform that helps data engineering teams monitor data quality, detect anomalies automatically, and maintain reliable data pipelines through automated metadata analysis and alerting.
Collibra
Collibra is a data intelligence platform that helps you discover, manage, and understand your data to ensure it is trusted, secure, and accessible for better business decision-making.
Quick Comparison
| Feature | Bigeye | Collibra |
|---|---|---|
| Website | bigeye.com | collibra.com |
| Pricing Model | Custom | Custom |
| Starting Price | Custom Pricing | Custom Pricing |
| FREE Trial | ✘ No free trial | ✘ No free trial |
| Free Plan | ✘ No free plan | ✘ No free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2019 | 2008 |
| Headquarters | San Francisco, USA | New York, USA |
Overview
Bigeye
Bigeye helps you ensure your data stays reliable and trustworthy across your entire stack. Instead of manually writing thousands of tests, you can use automated monitoring to detect issues like missing values, schema changes, or distribution shifts before they impact your business dashboards. You can connect it to your existing data warehouse and start seeing health metrics immediately without moving your data.
The platform is designed for data engineers and analysts at mid-to-large organizations who manage complex data pipelines. You can track data lineage to see exactly how a broken table affects downstream reports and use the automated root cause analysis to fix problems faster. It integrates directly into your existing workflows with alerts for Slack, PagerDuty, and ServiceNow.
Collibra
Collibra provides a centralized platform to help you find, understand, and trust your data. You can automate data discovery and create a shared language across your organization using the business glossary. This ensures that everyone from data scientists to business analysts can access high-quality information while maintaining strict compliance with global privacy regulations.
You can proactively monitor data health with automated quality checks that alert you to anomalies before they impact your reports. The platform integrates with your existing tech stack to provide a complete view of your data lineage, showing you exactly where your data comes from and how it changes over time. It is designed for large-scale organizations that need to balance data democratization with rigorous security and governance standards.
Overview
Bigeye Features
- Automated Monitoring Deploy thousands of data quality metrics automatically without writing manual SQL tests or complex configuration scripts.
- Anomaly Detection Identify outliers and unexpected changes in your data using machine learning models that adapt to your specific patterns.
- End-to-End Lineage Map your data journey from source to dashboard so you can see exactly which reports are affected by issues.
- Root Cause Analysis Pinpoint the exact source of data failures quickly with detailed metadata insights and historical comparison tools.
- SLA Tracking Define and monitor data reliability targets to ensure your team meets internal performance and availability standards.
- Smart Alerting Receive critical notifications in Slack or PagerDuty only when significant issues occur to avoid alert fatigue.
Collibra Features
- Data Catalog. Find the data you need quickly with a searchable inventory that provides context, ownership, and usage details for every asset.
- Automated Data Lineage. Trace your data's journey from source to dashboard to understand how it was transformed and who has accessed it.
- Business Glossary. Create a unified vocabulary for your entire company so everyone agrees on the definitions of key business metrics and terms.
- Data Quality & Observability. Detect anomalies and broken pipelines in real-time with AI-driven monitoring that alerts you to data issues before they escalate.
- Policy Manager. Draft and enforce data policies across your organization to ensure you remain compliant with GDPR, CCPA, and other regulations.
- Data Marketplace. Browse and shop for internal data sets in a user-friendly interface that simplifies the data access request process.
Pricing Comparison
Bigeye Pricing
Collibra Pricing
Pros & Cons
Bigeye
Pros
- Fast setup with immediate visibility into data health
- Automated metric suggestions save significant engineering time
- Excellent technical support and proactive customer success
- Intuitive interface makes complex lineage easy to navigate
Cons
- Custom pricing requires sales contact for quotes
- Initial configuration of complex alerts takes time
- Focuses primarily on enterprise-scale data environments
Collibra
Pros
- Highly flexible metadata modeling for complex environments
- Strong lineage visualization helps track data origins
- Comprehensive governance features for regulatory compliance
- Active user community and extensive documentation available
- Excellent search functionality for finding specific data
Cons
- Significant time investment required for initial setup
- Steep learning curve for non-technical business users
- High total cost of ownership for smaller teams
- Interface can feel overwhelming due to many features