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Updated 3 days ago · Independent Analysis
Atlan vs Bigeye
Quick VerdictIndependent Analysis
Atlan and Bigeye are both Data Observability tools. Compare features, pricing, and ratings below to find the best fit for your team.
When to Choose Atlan vs Bigeye
The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Scenario: dbt Lineage Visualization
Atlan
dbt Lineage Visualization
Connect Atlan to dbt Cloud to auto-map column-level lineage across 500+ models without manual documentation
Bigeye
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.
Scenario: Data Discovery at Scale
Atlan
Data Discovery at Scale
Enable 100 analysts to find and understand datasets in seconds with search, tags, and quality scores replacing Confluence wiki pages
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 Quality Policy Enforcement
Atlan
Data Quality Policy Enforcement
Define quality rules in Atlan and receive Slack alerts when freshness or null rate thresholds breach for critical tables
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.
Atlan Unique Strength
Governance and Certification
Assign data owners and certify 200 critical datasets as 'trusted' so analysts know which tables are production-grade
→ Choose Atlan if this scenario applies to you. Bigeye doesn't offer a comparable solution.
Pricing Comparison & PlansHigh· Verified Jun 6, 2026
Atlan Plans
Paid plans only
Free
FreeBest for: This plan is suitable for evaluating Atlan's core features
- ✓Basic data discovery and search
- ✓Lineage visualization
- ✓Collaboration features
- ✓Community support
- ✓Core integrations with common data warehouses and BI tools
View on vendor site
MOST POPULARStarter
Contact SalesBest for: Ideal for small teams beginning their data governance journey
- ✓Basic data cataloging
- ✓Governance features
- ✓Suitable for smaller teams
View on vendor site
Premier
Contact SalesBest for: Designed for growing organizations needing advanced features and broader integration
- ✓Advanced features
- ✓More integrations
- ✓Enhanced support options
View on vendor site
Enterprise
Contact SalesBest for: large enterprises requiring comprehensive data observability, security, and compliance
- ✓Support for large enterprises with complex and large-scale data environments
- ✓Data quality control
- ✓Data connectors
- ✓Contextual results
- ✓Cataloging capabilities
View on vendor site
Bigeye Plans
Paid plans only
Capability Breakdown
17 differences found across 23 standardized features
Feature
Atlan
Bigeye
Data Quality Monitoring
✓
✗
Pipeline Monitoring
✓
✗
Data Catalog
✓
✗
Schema Change Detection
✓
✗
Anomaly Detection
✓
✗
dbt Integration
✓
✗
Slack Alerts
✓
✗
No-Code Setup
✓
✗
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
Atlan Features
- •Automated data catalog
- •Column-level lineage
- •dbt integration
- •Airflow integration
- •Data quality policies
- •Usage analytics
- •Slack-style collaboration
- •Custom metadata attributes
- •Business glossary
- •Data governance workflows
- •Access management
- •API access
- •Search and discovery
- •Anomaly alerts
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
- +Deep, native dbt integration with metric and model lineage
- +Column-level lineage automatically parsed from SQL queries
- +Embedded collaboration via Slack, Jira, and in-app comments
- +Flexible, open API-first architecture for custom integrations
- +Persona-based UI customizes experience for different user roles
Cons
- −Steep learning curve for advanced features like custom personas
- −Performance can degrade when loading assets with extensive lineage
- −Governance features are less mature than dedicated solutions
- −No publicly available pricing; requires a sales call to get a quote
- −Limited out-of-the-box data quality monitoring capabilities
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
4.5/5vs4.1/5
Atlan
▲
Bigeye
Starting Price
ContactvsContact
Atlan
Bigeye
Feature Count
14 featuresvs16 features
Atlan
Bigeye
▲
User Base
0vs200
Atlan
Bigeye
▲
Atlan · Price & Data SyncLast verified: Jun 6, 2026 · CE-DATA-2026W21-03B7FA · ✓ Pricing updated Jun 6, 2026
Bigeye · Price & Data SyncLast verified: May 21, 2026 · CE-DATA-2026W23-01E8B8 · No changes detected
Recent Price History
Atlan
Atlan updated "Free" from Custom to $0/mo
Price change · Jun 6, 2026
Atlan
Atlan added a new "Free" plan (Custom pricing)
Plan added · May 28, 2026
Atlan
Atlan added a new "Premier" plan (Custom pricing)
Plan added · May 28, 2026
Atlan
Atlan removed the "Business" plan
Plan removed · May 28, 2026
Frequently Asked Questions
Related Comparisons
Sources & Data Trail · Atlan
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- 2.Official Website·Official vendor website
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Sources & Data Trail · Bigeye
- 1.Official Website·Official vendor website
- 2.G2·G2 verified reviews · 4.1/5 · 22 reviews