# Alation vs Collibra Comparison

---
## Frequently Asked Questions

### What is the difference between Alation vs Collibra?

Alation stands out for its ease of use and setup, while Collibra is recognized for its robust feature set and data management capabilities.

| [Alation](https://www.g2.com/products/alation/reviews) | [Collibra](https://www.g2.com/products/collibra/reviews) |
| --- | --- |
| 4.4/5 (91 reviews) | 4.2/5 (102 reviews) |
| Enterprise | Enterprise |
| 8.1 | 7.7 |
| 8.5 | 8.2 |
| Ease of Use (16 all-time mentions) | Features (10 all-time mentions) |



### How do the pricing models of Alation and Collibra compare?

Alation is rated higher for value by reviewers, with a stronger satisfaction score on price and cost-related dimensions.

- **Alation:** In recent reviews, several reviewers note that Alation's pricing is relatively high, but they also highlight its strong value and ease of setup.
- **Collibra:** Reviewers frequently mention high license costs and complexity as trade-offs, with some noting that the pricing model can be a barrier for adoption.
- **Switching Reason:** One reviewer specifically cited switching from Collibra to Alation due to Alation's less complex and more user-friendly interface.



### What are the best alternatives to Alation and Collibra?

The top 3 alternatives to Alation and Collibra are Atlan, Twilio Segment, and Informatica Enterprise Data Catalog.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Alation](https://www.g2.com/products/alation/reviews) | 4.4/5 (91 reviews) | Enterprise | Pricing is relatively high, but strong value noted | Ease of Use (16 all-time mentions) |
| [Collibra](https://www.g2.com/products/collibra/reviews) | 4.2/5 (102 reviews) | Enterprise | High license cost and complexity frequently cited | Features (10 all-time mentions) |
| [Atlan](https://www.g2.com/products/atlan/reviews) | 4.5/5 (134 reviews) | Mid-Market | — | — |
| [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) | 4.5/5 (567 reviews) | Mid-Market | — | — |
| [Informatica Enterprise Data Catalog](https://www.g2.com/products/informatica-enterprise-data-catalog/reviews) | 4.3/5 (19 reviews) | — | — | — |



### Which Machine Learning Data Catalog features should I prioritize when comparing Alation and Collibra?

Buyers should prioritize ease of use, data lineage, integrations, search functionality, and governance workflows when comparing Alation and Collibra.

- **Ease of Use:** Alation scores 8.3; Collibra scores 8.0. Alation has 16 all-time mentions for ease of use, while Collibra has 7.
- **Data Lineage:** Alation has 8 all-time mentions; Collibra reviews highlight robust lineage features and technical lineage diagrams.
- **Integrations:** Alation is cited for integrations with Snowflake (3 mentions), Tableau (3), and Databricks (2); Collibra is frequently praised for easy integrations (6 all-time mentions).
- **Search Functionality:** Alation has 7 all-time mentions for search; Collibra reviewers also highlight global search and catalog search capabilities.
- **Governance Workflows:** Collibra is noted for customizable workflows (4 all-time mentions), while Alation is praised for stewardship workflows and policy center features.



### What are the pros and cons of Alation vs Collibra?

Alation's headline strength is ease of use, while Collibra's is its robust feature set and data management capabilities.

- **Alation strengths:** Ease of Use (16 all-time mentions), Data Discovery (10), User Experience (10), Data Cataloging (9), User Interface (9), Data Lineage (8), Search Functionality (7), Easy Setup (6), Integrations (5).
- **Alation trade-offs:** Slow Performance (8 all-time mentions), Missing Features (6), Limited Functionality (4), Lineage Limitations (4).
- **Collibra strengths:** Features (10 all-time mentions), Data Management (9), Collaboration (7), Integrations (7), Product Improvement (7), Data Governance (6), Easy Integrations (6), Efficiency (6), Customizability (4).
- **Collibra trade-offs:** Complexity Issues (7 all-time mentions), Limited Functionality (6), Complexity (5), Integration Issues (5), User Interface Issues (5), Complex Setup (4).



### Is Alation or Collibra better for small businesses?

Neither Alation nor Collibra is primarily targeted at small businesses, as both have Enterprise as their largest reviewer segment, but Alation receives more positive sentiment for ease of use and setup.

- **Alation:** Largest segment is Enterprise; reviewers highlight its user-friendly interface and easy setup, which may benefit smaller teams with limited resources.
- **Collibra:** Largest segment is Enterprise; reviewers note a steeper learning curve and higher complexity, which can be challenging for small businesses.



### Which Machine Learning Data Catalog platform has better integrations?

Collibra and Alation are both recognized for strong integrations, with Collibra having a slight edge in reviewer-cited integration flexibility.

- **Alation:** Integrates with Snowflake (3 all-time mentions), Tableau (3), and Databricks (2); reviewers highlight ease of connecting to multiple data sources.
- **Collibra:** Reviewers frequently cite easy integrations (6 all-time mentions) and mention support for Snowflake, Tableau, and SQL Server, as well as robust OOTB connectors.



### How do Alation and Collibra compare on customer support?

Alation and Collibra are rated in close parity for Quality of Support, with Alation at 8.5 and Collibra at 8.2.

- **Alation:** Reviewers consistently praise customer support, with several citing highly engaged account management and technical support teams.
- **Collibra:** Reviewers note timely and helpful support, though some mention challenges with support responsiveness during technical issues or complex integrations.



### Which is easier to implement, Alation or Collibra?

Alation is rated higher for Ease of Setup, scoring 8.1 versus Collibra's 7.7, indicating a smoother implementation experience.

- **Alation:** Reviewers highlight straightforward initial setup, easy onboarding, and professional services that facilitate a smooth implementation process.
- **Collibra:** Reviewers mention a steeper learning curve, more complex configuration, and the need for in-depth knowledge for advanced use cases, though some praise Collibra's professional services for easing implementation.



### Which product has better Search?

Alation is favored for Search, with more reviewer-cited strengths and higher all-time mention counts for search functionality.

- **Alation:** Search Functionality (7 all-time mentions), Ease of Use score 8.3, reviewers highlight Google-like search ranked by usage and context-rich results.
- **Collibra:** Reviewers note global search and catalog search capabilities, Ease of Use score 8.0, but also mention that the search bar could use upgrades and that search can be overwhelming for new users.



| | Alation | Collibra | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 92 | 102 | 
| **Largest Market Segment** | Enterprise (61.9% of reviews) | Enterprise (70.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Alation

Pros:
- Ease of Use (16 reviews)
- Data Discovery (10 reviews)

Cons:
- Slow Performance (8 reviews)
- Missing Features (6 reviews)

### Collibra

Pros:
- Features (14 reviews)
- Ease of Use (13 reviews)

Cons:
- Limited Functionality (8 reviews)
- Complexity Issues (7 reviews)

---
## Ratings Comparison
| Rating | Alation | Collibra | 
|---|---|---|
  | **Meets Requirements** | 8.3 (68 reviews) | 8.4 (87 reviews) | 
  | **Ease of Use** | 8.3 (72 reviews) | 8.0 (89 reviews) | 
  | **Ease of Setup** | 8.1 (50 reviews) | 7.7 (68 reviews) | 
  | **Ease of Admin** | 8.5 (41 reviews) | 8.0 (65 reviews) | 
  | **Quality of Support** | 8.6 (61 reviews) | 8.2 (89 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (44 reviews) | 8.7 (66 reviews) | 
  | **Product Direction (% positive)** | 9.0 (72 reviews) | 9.3 (86 reviews) | 

---
## Pricing

### Alation

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Collibra

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Alation** | 7.5/10 | 30 |
| **Collibra** | 7.7/10 | 11 |

#### Data Governance

| Feature | Alation | Collibra | 
|---|---|---|
| **User Access Management** | 7.9 (26 reviews) | 7.9 (7 reviews) | 
| **Dynamic Data Masking** | 7.5 (26 reviews) | 6.9 (7 reviews) | 
| **Data Lineage** | 7.3 (25 reviews) | 8.0 (9 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Alation | Collibra | 
|---|---|---|
| **Search** | 8.2 (28 reviews) | 8.0 (9 reviews) | 
| **Data Quality and Cleansing** | 7.9 (27 reviews) | 6.7 (8 reviews) | 
| **Data Transformation** | 7.5 (25 reviews) | Feature Not Available | 
| **Data Modeling** | 7.0 (25 reviews) | Feature Not Available | 

#### Collaboration

| Feature | Alation | Collibra | 
|---|---|---|
| **Commenting** | 8.4 (25 reviews) | 7.9 (8 reviews) | 
| **Profiling and Classification** | 8.0 (25 reviews) | 7.8 (9 reviews) | 
| **Business and Data Glossary** | 8.7 (27 reviews) | 8.3 (9 reviews) | 
| **Metadata Management ** | 7.9 (23 reviews) | 8.0 (9 reviews) | 
| **Master Data Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | Alation | Collibra | 
|---|---|---|
| **Machine Learning Recommendations** | 7.2 (25 reviews) | 7.3 (8 reviews) | 
| **Natural Language Query** | 7.5 (24 reviews) | Feature Not Available | 
| **Automatic Data Cleansing** | 6.3 (22 reviews) | Feature Not Available | 

#### Generative AI

| Feature | Alation | Collibra | 
|---|---|---|
| **AI Text Generation** | 7.6 (15 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (15 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Alation | Collibra | 
|---|---|---|
| **Autonomous Task Execution** | 6.8 (13 reviews) | Not enough data | 
| **Multi-step Planning** | 6.9 (13 reviews) | Not enough data | 
| **Cross-system Integration** | 6.9 (12 reviews) | Not enough data | 
| **Adaptive Learning** | 7.4 (12 reviews) | Not enough data | 
| **Decision Making** | 7.5 (12 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Metadata Extraction** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Archiving & Retention** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Data Catalog** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 
| **Content Library** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Alation** | 7.1/10 | 45 |
| **Collibra** | 7.5/10 | 67 |

#### Administration

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Modelling** | 6.8 (39 reviews) | 7.4 (54 reviews) | 
| **Recommendations** | 7.2 (42 reviews) | Feature Not Available | 
| **Workflow Management** | 7.0 (40 reviews) | 7.8 (63 reviews) | 
| **Dashboards and Visualizations** | 7.1 (40 reviews) | 7.0 (61 reviews) | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 

#### Management

| Feature | Alation | Collibra | 
|---|---|---|
| **Business Glossary** | 8.3 (40 reviews) | 8.5 (55 reviews) | 
| **Data Discovery** | 8.4 (41 reviews) | 8.4 (51 reviews) | 
| **Data Profililng** | 6.8 (39 reviews) | 7.4 (43 reviews) | 
| **Reporting and Visualization** | 7.0 (40 reviews) | 7.0 (49 reviews) | 
| **Data Lineage** | 7.3 (39 reviews) | 7.9 (51 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 

#### Compliance

| Feature | Alation | Collibra | 
|---|---|---|
| **Sensitive Data Compliance** | 7.6 (39 reviews) | 7.8 (49 reviews) | 
| **Training and Guidelines** | 7.7 (40 reviews) | 7.8 (54 reviews) | 
| **Policy Enforcement** | 7.6 (37 reviews) | 7.5 (48 reviews) | 
| **Compliance Monitoring** | 7.3 (40 reviews) | 7.7 (44 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | Alation | Collibra | 
|---|---|---|
| **Access Control** | 7.6 (37 reviews) | 7.7 (44 reviews) | 
| **Roles Management** | 7.7 (37 reviews) | 7.8 (51 reviews) | 
| **Compliance Management** | 7.6 (38 reviews) | 7.7 (38 reviews) | 
| **Deletion Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Process Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### Data Quality

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Preparation** | 6.8 (37 reviews) | 7.3 (39 reviews) | 
| **Data Unification** | 7.4 (38 reviews) | 7.6 (40 reviews) | 

#### Maintainence

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Quality Management** | 7.3 (36 reviews) | 6.7 (39 reviews) | 
| **Policy Management** | 7.2 (35 reviews) | 7.5 (43 reviews) | 
| **Data Storage Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alation | Collibra | 
|---|---|---|
| **AI Text Generation** | 6.5 (30 reviews) | 6.3 (8 reviews) | 
| **AI Text Summarization** | 6.6 (30 reviews) | 6.5 (8 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Alation | Collibra | 
|---|---|---|
| **Autonomous Task Execution** | 5.8 (8 reviews) | Not enough data | 
| **Multi-step Planning** | 6.5 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 6.7 (8 reviews) | Not enough data | 
| **Adaptive Learning** | 6.4 (7 reviews) | Not enough data | 
| **Natural Language Interaction** | 5.8 (8 reviews) | Not enough data | 
| **Decision Making** | 5.8 (8 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Active Directory Integration** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Archiving & Retention** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | 8.2/10 | 23 |

#### Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Subject Access Requests** | Not enough data | 8.7 (14 reviews) | 
| **Identity Verification** | Not enough data | 7.7 (10 reviews) | 
| **Privacy Impact Assessments** | Not enough data | 8.2 (14 reviews) | 
| **Data Mapping - survey-based** | Not enough data | 8.5 (12 reviews) | 
| **Data Mapping - automated** | Not enough data | 8.3 (12 reviews) | 
| **Data Discovery** | Not enough data | 8.3 (17 reviews) | 
| **Data Classification** | Not enough data | 8.4 (16 reviews) | 
| **De-identification/pseudonymization** | Not enough data | 8.3 (8 reviews) | 
| **Breach notification** | Not enough data | 8.2 (11 reviews) | 
| **Consent management** | Not enough data | 8.7 (9 reviews) | 
| **Website tracking scanning** | Not enough data | 7.2 (9 reviews) | 
| **Data access governance** | Not enough data | 8.6 (18 reviews) | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 
| **Vendor Risk Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Customer Data Management** | Not enough data | Not enough data | 
| **Internal Controls Management** | Not enough data | Not enough data | 
| **Vulnerability Management** | Not enough data | Not enough data | 
| **Risk Management** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Sensitive Data Identification** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Deletion Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Archiving & Retention** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Security Breach Monitoring** | Not enough data | Not enough data | 
| **Data Masking** | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Recovery** | Not enough data | Not enough data | 
| **Third-Party Integration** | Not enough data | Not enough data | 
| **Privacy Options** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Subject Requests (DSR/DSAR)** | Not enough data | Not enough data | 
| **PIA/DPIA** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 
| **GDPR Compliance** | Not enough data | Not enough data | 

### Privacy Impact Assessment (PIA)

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | 7.6/10 | 9 |

#### Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Centralized platform** | Not enough data | 8.3 (8 reviews) | 
| **Tracking** | Not enough data | 7.7 (8 reviews) | 
| **Templates** | Not enough data | 6.9 (7 reviews) | 
| **Workflow** | Not enough data | 8.1 (8 reviews) | 
| **Reporting and analytics** | Not enough data | 6.9 (8 reviews) | 

### Sensitive Data Discovery

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | 7.5/10 | 18 |

#### Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Structure type** | Not enough data | 8.1 (13 reviews) | 
| **Contextual search** | Not enough data | 8.3 (13 reviews) | 
| **Template algorithms** | Not enough data | 6.5 (11 reviews) | 
| **Custom algorithms** | Not enough data | 6.8 (12 reviews) | 
| **False-positive management** | Not enough data | 6.7 (11 reviews) | 
| **Multiple file and location types** | Not enough data | 6.7 (12 reviews) | 
| **Real-time monitoring** | Not enough data | 7.5 (12 reviews) | 
| **Dashboard** | Not enough data | 8.2 (15 reviews) | 
| **Compliance** | Not enough data | 7.7 (14 reviews) | 
| **Reporting** | Not enough data | 8.0 (14 reviews) | 
| **Data Dictionary Management** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 

#### Agentic AI - Sensitive Data Discovery

| Feature | Alation | Collibra | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Sensitive Data Identification** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **File Sharing** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Cleansing** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | N/A | N/A |

#### Data Management

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | 

#### Analytics

| Feature | Alation | Collibra | 
|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Alation | Collibra | 
|---|---|---|
| **Compliance** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alation | Collibra | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Alation | Collibra | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Alation** | 7.8/10 | 25 |
| **Collibra** | 7.7/10 | 37 |

#### Data management

| Feature | Alation | Collibra | 
|---|---|---|
| **Metadata Management** | 8.3 (24 reviews) | 8.5 (35 reviews) | 
| **Automation Features** | 7.4 (24 reviews) | 7.3 (31 reviews) | 
| **Collaboration** | 8.3 (24 reviews) | 7.8 (32 reviews) | 
| **Data Lineage** | 8.0 (22 reviews) | 7.9 (36 reviews) | 
| **Data Discovery** | 8.3 (24 reviews) | 8.3 (30 reviews) | 

#### Reporting

| Feature | Alation | Collibra | 
|---|---|---|
| **Intelligent Insights** | 7.5 (23 reviews) | 7.7 (29 reviews) | 
| **Actionable Insights** | Feature Not Available | 7.7 (27 reviews) | 
| **Dashboards** | 7.4 (20 reviews) | 7.7 (35 reviews) | 

#### Generative AI

| Feature | Alation | Collibra | 
|---|---|---|
| **AI Text Generation** | 7.0 (19 reviews) | 6.3 (5 reviews) | 
| **AI Text Summarization** | 7.1 (19 reviews) | 6.3 (5 reviews) | 

#### Additional Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Metadata Management** | 8.3 (24 reviews) | 8.5 (35 reviews) | 
| **Data Lineage** | 8.0 (22 reviews) | 7.9 (36 reviews) | 
| **Data Discovery** | 8.3 (24 reviews) | 8.3 (30 reviews) | 
| **Data Governance** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Archiving & Retention** | Not enough data | Not enough data | 
| **Policy Metadata Management** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Metadata Extraction** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Catalog** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Glossary** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Data Sampling** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Dictionary Management** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Document Database** | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | N/A | N/A |

#### Agentic AI - SAP Store

| Feature | Alation | Collibra | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Subject Access Request (DSAR)

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | 7.9/10 | 16 |

#### Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Identity Verification** | Not enough data | 7.7 (10 reviews) | 
| **Workflow** | Not enough data | 7.3 (10 reviews) | 
| **DSAR Portal** | Not enough data | 8.6 (7 reviews) | 
| **Reporting and logs** | Not enough data | 8.0 (10 reviews) | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Alation** | N/A | N/A |
| **Collibra** | 7.9/10 | 21 |

#### Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Identification** | Not enough data | 8.4 (18 reviews) | 
| **Correction** | Not enough data | 8.1 (16 reviews) | 
| **Normalization** | Not enough data | 8.3 (15 reviews) | 
| **Preventative Cleaning** | Not enough data | 7.1 (14 reviews) | 
| **Data Matching** | Not enough data | 7.9 (15 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Management

| Feature | Alation | Collibra | 
|---|---|---|
| **Reporting** | Not enough data | 7.4 (19 reviews) | 
| **Automation** | Not enough data | 7.8 (16 reviews) | 
| **Quality Audits** | Not enough data | 8.1 (15 reviews) | 
| **Dashboard** | Not enough data | 7.3 (20 reviews) | 
| **Governance** | Not enough data | 8.3 (19 reviews) | 

#### Generative AI

| Feature | Alation | Collibra | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Alation | Collibra | 
|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Rules** | Not enough data | Not enough data | 
| **Master Data Management** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Data Verification** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Duplicate Detection** | Not enough data | Not enough data | 
| **Email Address Extraction** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Address Validation** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (3):** [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog)


**Unique to Collibra (7):** [SAP Store Software](https://www.g2.com/categories/sap-store), [Sensitive Data Discovery Software](https://www.g2.com/categories/sensitive-data-discovery), [Privacy Impact Assessment (PIA) Software](https://www.g2.com/categories/privacy-impact-assessment-pia), [Data Subject Access Request (DSAR) Software](https://www.g2.com/categories/data-subject-access-request-dsar), [Data Privacy Management Software](https://www.g2.com/categories/data-privacy-management), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data Fabric Software](https://www.g2.com/categories/data-fabric)


---
## Reviewer Demographics

### By Company Size

| Segment | Alation | Collibra | 
|---|---|---|
| **Small-Business** | 8.3% | 10.1% | 
| **Mid-Market** | 29.8% | 19.2% | 
| **Enterprise** | 61.9% | 70.7% | 

### By Industry

#### Alation

- **Information Technology and Services:** 14.3%
- **Financial Services:** 8.3%
- **Computer Software:** 6.0%
- **Airlines/Aviation:** 4.8%
- **Hospital & Health Care:** 4.8%
- **Insurance:** 4.8%
- **Retail:** 4.8%
- **Manufacturing:** 4.8%
- **Health, Wellness and Fitness:** 3.6%
- **Non-Profit Organization Management:** 3.6%
- **Other:** 40.5%

#### Collibra

- **Financial Services:** 12.1%
- **Banking:** 9.1%
- **Pharmaceuticals:** 8.1%
- **Telecommunications:** 6.1%
- **Insurance:** 6.1%
- **Automotive:** 4.0%
- **Computer Software:** 4.0%
- **Retail:** 4.0%
- **Oil & Energy:** 4.0%
- **Mining & Metals:** 4.0%
- **Other:** 38.4%

---
## Alternatives

### Alternatives to Alation

- [Atlan](https://www.g2.com/products/atlan/reviews) — 4.5/5 stars (134 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1164 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (567 reviews)
- [data.world](https://www.g2.com/products/data-world/reviews) — 4.2/5 stars (12 reviews)
- [IBM InfoSphere Information Governance Catalog](https://www.g2.com/products/ibm-infosphere-information-governance-catalog/reviews) — 4.0/5 stars (19 reviews)
- [SAP Master Data Governance (MDG)](https://www.g2.com/products/sap-master-data-governance-mdg/reviews) — 4.4/5 stars (283 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1362 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (818 reviews)
- [Tealium](https://www.g2.com/products/tealium-2026-08-12/reviews) — 4.3/5 stars (477 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (762 reviews)

### Alternatives to Collibra

- [Atlan](https://www.g2.com/products/atlan/reviews) — 4.5/5 stars (134 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (567 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1164 reviews)
- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (328 reviews)
- [SAP Master Data Governance (MDG)](https://www.g2.com/products/sap-master-data-governance-mdg/reviews) — 4.4/5 stars (283 reviews)
- [Ataccama ONE](https://www.g2.com/products/ataccama-one/reviews) — 4.2/5 stars (12 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (547 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1362 reviews)
- [Securiti](https://www.g2.com/products/securiti/reviews) — 4.6/5 stars (117 reviews)
- [Smartsheet](https://www.g2.com/products/smartsheet/reviews) — 4.4/5 stars (22744 reviews)

---
## Top Discussions

### Alation

- Title: [Which three are capabilities of Oracle Cloud Infrastructure data catalog service?](https://www.g2.com/discussions/which-three-are-capabilities-of-oracle-cloud-infrastructure-data-catalog-service) — 1 comment
  > **Top comment:** "Oracle Cloud Infrastructure Data Catalog service offers several capabilities to help organizations manage and govern their data assets. Here are three key..."

### Collibra

- Title: [What is Critical data elements? How to identify CDE.](https://www.g2.com/discussions/what-is-critical-data-elements-how-to-identify-cde) — 2 comments, 1 upvote
  > **Top comment:** "Critical Data Elements are “…those that are determined to be vital to the successful operation of the organization""

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/alation-vs-collibra)