Loading...
Updated 2 weeks ago · Independent Analysis
Alation vs Bigeye
Quick VerdictIndependent Analysis
Alation and Bigeye are both Data Observability tools. Compare features, pricing, and ratings below to find the best fit for your team.
When to Choose Alation vs Bigeye
The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Scenario: Enterprise Data Discovery
Alation
Enterprise Data Discovery
Make 10,000+ tables discoverable for 500 analysts using behavioral rankings that surface trusted datasets from actual query patterns
Bigeye
Column-Level Data Quality Rules With Auto-Thresholds
Bigeye's auto-threshold engine analyzes historical column distributions to set anomaly bounds, eliminating the need to hand-tune expected ranges for hundreds of columns.
Scenario: Data Governance Program
Alation
Data Governance Program
Assign stewards, run certification workflows, and document regulatory evidence for 200 critical data assets supporting GDPR compliance
Bigeye
Data SLA Monitoring With Business-Facing Dashboards
Bigeye's data SLA feature tracks freshness and completeness against defined business SLAs, giving data teams a measurable reliability metric to report to stakeholders.
Alation Unique Strength
Deprecated Table Migration
Identify tables marked for deprecation that are still queried daily, proactively notifying users before migrations break their reports
→ Choose Alation if this scenario applies to you. Bigeye doesn't offer a comparable solution.
Alation Unique Strength
M&A Data Integration
Catalog and reconcile data assets from acquired companies into the parent organization's data governance program
→ Choose Alation if this scenario applies to you. Bigeye doesn't offer a comparable solution.
Bigeye Unique Strength
dbt Test Augmentation With Statistical Profiling
Bigeye runs alongside existing dbt tests, adding statistical distribution monitoring that catches subtle data drift that row-count and null-check tests miss.
→ Choose Bigeye if this scenario applies to you. Alation doesn't offer a comparable solution.
Pricing Comparison & PlansHigh· Verified May 21, 2026
Alation Plans
Paid plans only
Business
Contact Sales- ✓Data cataloging and search
- ✓Automated metadata curation
- ✓Basic data lineage
- ✓Collaboration and wiki-like articles
- ✓SQL query tool (Compose)
View on vendor site
MOST POPULAREnterprise
Contact Sales- ✓Advanced automated data lineage
- ✓Active data governance workflows
- ✓Data quality and profiling integration
- ✓Custom metadata schemas
- ✓Open APIs and developer tools
View on vendor site
Bigeye Plans
Paid plans only
Capability Breakdown
14 differences found across 23 standardized features
Feature
Alation
Bigeye
Data Quality Monitoring
✓
✗
Data Catalog
✓
✗
Schema Change Detection
✓
✗
dbt Integration
✓
✗
Slack Alerts
✓
✗
Automated Monitoring
✗
✓
Incident Management
✗
✓
Custom Rules
✗
✓
Schema Monitoring
✗
✓
ML-based Anomaly Detection
✗
✓
Data Quality Scoring
✗
✓
Column-level Lineage
✗
✓
Data Profiling
✗
✓
API Integration
✗
✓
Total (raw)
14
16
Alation Features
- •Behavioral intelligence ranking
- •Data catalog
- •Column-level lineage
- •Business glossary
- •Governance workflows
- •Query execution tracking
- •Data stewardship
- •Trust flags
- •Regulatory documentation
- •Collaboration and annotations
- •API access
- •BI tool integration
- •Policy management
- •Data quality integration
Bigeye Features
- •Automated Data Quality Monitoring
- •SLA Management
- •Anomaly Detection
- •Custom Metrics
- •Root Cause Analysis
- •Data Lineage
- •Schema Change Monitoring
- •Freshness Monitoring
- •Volume Monitoring
- •dbt Integration
- •Snowflake/BigQuery/Redshift Integration
- •Alerting
- •API
- •Dashboards
- •Collaboration Features
- •Custom Rules Engine
Strengths & Limitations
Evaluative strengths and weaknesses: not feature lists
Pros
- +Behavioral intelligence surfaces most-used datasets automatically without manual curation
- +Strong enterprise governance workflows and stewardship program support
- +Proven at scale in Fortune 500 deployments with complex, multi-platform environments
Cons
- −Alation Data Catalog can be improved by enhancing their lineage capabilities to make it easier for us as users to search the linea
- −I notice a couple of pain points with Alation Data Catalog: they can improve on the lineage perspective and improve their data sou
- −Alation Data Catalog is not user-friendly for business users.
- −When issues arise, two key concerns arise.
- −We have had issues setting up the connectors and getting Alation's support team to resolve issues.
Pros
- +Strong SLA management for data quality commitments to business
- +Auto-detection reduces configuration overhead
- +Close feature parity with Monte Carlo
- +Collaborative features for data + business alignment
Cons
- −Smaller customer base than Monte Carlo
- −Limited data lineage depth vs Monte Carlo
At a Glance
User Rating
4.4/5vs4.1/5
Alation
▲
Bigeye
Starting Price
ContactvsContact
Alation
Bigeye
Feature Count
14 featuresvs16 features
Alation
Bigeye
▲
User Base
0vs200
Alation
Bigeye
▲
Alation · Price & Data SyncLast verified: May 14, 2026 · CE-DATA-2026W23-C4B2E1 · No changes detected
Bigeye · Price & Data SyncLast verified: May 21, 2026 · CE-DATA-2026W23-01E8B8 · No changes detected
Frequently Asked Questions
Related Comparisons
Sources & Data Trail · Alation
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-05-14)
- 2.Official Website·Official vendor website
- 3.G2·G2 verified reviews · 4.4/5 · 91 reviews
- 4.Capterra·Capterra verified reviews
- 5.TrustRadius·TrustRadius verified reviews
- 6.PeerSpot·PeerSpot enterprise peer reviews
Sources & Data Trail · Bigeye
- 1.Official Website·Official vendor website
- 2.G2·G2 verified reviews · 4.1/5 · 22 reviews