Link copied to clipboard

# Apache Ranger vs Collibra Comparison - What are their main differences?

Share
[
Export
](/compare/apache-ranger/collibra/export.csv)

Apache RangerCollibra[+ Add Product](#)

Reviews

**Apache Ranger** [

4.2/5(26)

](https://www.g2.com/products/apache-ranger/reviews#reviews)

**Collibra** [

4.2/5(104)

](https://www.g2.com/products/collibra/reviews#reviews)

Pricing

**Apache Ranger**
No pricing available

**Collibra**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Apache Ranger**
3 monthsFaster

Based on 6 responses

**Collibra**
6 months

Based on 7 responses

Return on Investment

**Apache Ranger**
17 months8 months sooner

Based on 5 responses

**Collibra**
25 months

Based on 6 responses

Perceived Cost

**Apache Ranger**
$$$$$

**Collibra**
$$$$$

Average Discount

**Apache Ranger**
Not enough reviews yet

**Collibra**
10%

Pros & Cons

**Apache Ranger**
Not enough data

**Collibra**
[
Features (10)
](https://www.g2.com/products/collibra/reviews?filters%5Bsentiment_snippet%5D=1726181&qs=pros-and-cons#reviews)[
Data Governance (9)
](https://www.g2.com/products/collibra/reviews?filters%5Bsentiment_snippet%5D=1725743&qs=pros-and-cons#reviews)[
Complexity Issues (7)
](https://www.g2.com/products/collibra/reviews?filters%5Bsentiment_snippet%5D=2053268&qs=pros-and-cons#reviews)[
Complexity (6)
](https://www.g2.com/products/collibra/reviews?filters%5Bsentiment_snippet%5D=1725537&qs=pros-and-cons#reviews)

Integrations

**Apache Ranger**
Not enough data

**Collibra**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_da633d2d1c1fd43e5e3cc46236965f55/elastic-elasticsearch.png "Product Avatar Image")

Elasticsearch

](https://www.g2.com/products/elastic-elasticsearch/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b8b49f2b6f9cd484b0efa52a4abd8269/microsoft-microsoft-power-bi.png "Product Avatar Image")

Microsoft Power BI

](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_1f8ef3ea8e49dda40fdea78ef1ff37b9/monte-carlo.png "Product Avatar Image")

Monte Carlo

](https://www.g2.com/products/monte-carlo/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d7a53e3f1d29e84ae00193a07789a2e4/sap-datasphere.jpg "Product Avatar Image")

SAP Datasphere

](https://www.g2.com/products/sap-datasphere/reviews)[
View all
](https://www.g2.com/products/collibra/integrations)

Screenshots

**Apache Ranger**
No screenshot available

**Collibra**
 ![Collibra screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/133370/Screen-Shot-2020-04-14-at-1.10.39-PM.png)

Ratings

Meets Requirements

**Apache Ranger**

8.9

8.917

**Collibra**

8.3

8.389

Ease of Use

**Apache Ranger**

8.1

8.117

**Collibra**

8.0

8.091

Ease of Setup

**Apache Ranger**

9.0

9.016

**Collibra**

7.7

7.770

Ease of Admin

**Apache Ranger**

8.9

8.916

**Collibra**

8.0

8.067

Quality of Support

**Apache Ranger**

8.2

8.216

**Collibra**

8.2

8.291

Has the product been a good partner in doing business?

**Apache Ranger**

9.0

9.013

**Collibra**

8.7

8.768

Product Direction (% positive)

**Apache Ranger**

8.3

8.314

**Collibra**

9.3

9.387

Features

Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

9.1

13

7.5

70

Administration

Data Modelling

9.1(won by 1.7)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.4

54

Workflow Management

8.8(won by 1.0)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

63

Dashboards and Visualizations

8.2(won by 1.2)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.0

61

Recommendations

8.8(won by default)

10

Feature Not Available

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

9.7(won by 1.2)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.5

56

Data Discovery

8.9(won by 0.5)

6

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.4

51

Data Profililng

9.3(won by 1.9)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.4

43

Reporting and Visualization

9.3(won by 2.3)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.0

49

Data Lineage

9.3(won by 1.4)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.9

51

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

8.9(won by 1.1)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

49

Training and Guidelines

8.5(won by 0.7)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

54

Policy Enforcement

9.3(won by 1.8)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.5

48

Compliance Monitoring

9.2(won by 1.5)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

44

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

9.3(won by 1.6)

7

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

44

Roles Management

9.3(won by 1.4)

7

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.9

53

Compliance Management

9.3(won by 1.6)

7

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

38

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

Data Preparation

8.5(won by 1.2)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.3

39

Data Unification

8.8(won by 1.2)

8

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.6

40

Data Distribution

8.8(won by default)

10

Feature Not Available

Maintainence

Data Quality Management

9.5(won by 2.8)

7

 (There is a greater than 0.5 difference between this product's rating and its competitors)

6.7

39

Policy Management

9.5(won by 2.0)

7

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.5

43

Data Storage Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

6.3(won by default)

8

AI Text Summarization

Not enough data

6.5(won by default)

8

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

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

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

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

Machine Learning Data Catalog[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

Not enough data

7.7

11

Data Governance

User Access Management

Not enough data

7.9(won by default)

7

Dynamic Data Masking

Not enough data

6.9(won by default)

7

Data Lineage

Not enough data

8.0(won by default)

9

Workflow Management

Not enough data

Not enough data

Data Preparation

Search

Not enough data

8.0(won by default)

9

Data Quality and Cleansing

Not enough data

6.7(won by default)

8

Data Transformation

Not enough data

Feature Not Available

Data Modeling

Not enough data

Feature Not Available

Collaboration

Commenting

Not enough data

7.9(won by default)

8

Profiling and Classification

Not enough data

7.8(won by default)

9

Business and Data Glossary

Not enough data

8.3(won by default)

9

Metadata Management 

Not enough data

8.0(won by default)

9

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

Machine Learning Recommendations

Not enough data

7.3(won by default)

8

Natural Language Query

Not enough data

Feature Not Available

Automatic Data Cleansing

Not enough data

Feature Not Available

Generative AI

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

Agentic AI - Machine Learning Data Catalog

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

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

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 Privacy Management[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

8.2

23

Functionality

Data Subject Access Requests

Not enough data

8.7(won by default)

14

Identity Verification

Not enough data

7.7(won by default)

10

Privacy Impact Assessments

Not enough data

8.2(won by default)

14

Data Mapping - survey-based

Not enough data

8.5(won by default)

12

Data Mapping - automated

Not enough data

8.3(won by default)

12

Data Discovery

Not enough data

8.3(won by default)

17

Data Classification

Not enough data

8.4(won by default)

16

De-identification/pseudonymization

Not enough data

8.3(won by default)

8

Breach notification

Not enough data

8.2(won by default)

11

Consent management

Not enough data

8.7(won by default)

9

Website tracking scanning

Not enough data

7.2(won by default)

9

Data access governance

Not enough data

8.6(won by default)

18

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

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)[Hide 5 FeaturesShow 5 Features](javascript:void(0);)

Not enough data

7.6

9

Functionality

Centralized platform

Not enough data

8.3(won by default)

8

Tracking

Not enough data

7.7(won by default)

8

Templates

Not enough data

6.9(won by default)

7

Workflow

Not enough data

8.1(won by default)

8

Reporting and analytics

Not enough data

6.9(won by default)

8

Sensitive Data Discovery[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

7.4

18

Functionality

Structure type

Not enough data

8.1(won by default)

13

Contextual search

Not enough data

8.3(won by default)

13

Template algorithms

Not enough data

6.5(won by default)

11

Custom algorithms

Not enough data

6.8(won by default)

12

False-positive management

Not enough data

6.7(won by default)

11

Multiple file and location types

Not enough data

6.7(won by default)

12

Real-time monitoring

Not enough data

7.5(won by default)

12

Dashboard

Not enough data

8.2(won by default)

15

Compliance

Not enough data

7.7(won by default)

14

Reporting

Not enough data

8.0(won by default)

14

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

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

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

Active Metadata Management[Hide 47 FeaturesShow 47 Features](javascript:void(0);)

Not enough data

7.7

37

Data management

Metadata Management

Not enough data

8.5(won by default)

35

Automation Features

Not enough data

7.3(won by default)

31

Collaboration

Not enough data

7.8(won by default)

32

Data Lineage

Not enough data

7.9(won by default)

36

Data Discovery

Not enough data

8.3(won by default)

30

Reporting

Intelligent Insights

Not enough data

7.7(won by default)

29

Actionable Insights

Not enough data

7.7(won by default)

27

Dashboards

Not enough data

7.7(won by default)

35

Generative AI

AI Text Generation

Not enough data

6.3(won by default)

5

AI Text Summarization

Not enough data

6.3(won by default)

5

Additional Functionality

Metadata Management

Not enough data

8.5(won by default)

35

Data Lineage

Not enough data

7.9(won by default)

36

Data Discovery

Not enough data

8.3(won by default)

30

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

Data Subject Access Request (DSAR)[Hide 4 FeaturesShow 4 Features](javascript:void(0);)

Not enough data

7.9

16

Functionality

Identity Verification

Not enough data

7.7(won by default)

10

Workflow

Not enough data

7.3(won by default)

10

DSAR Portal

Not enough data

8.6(won by default)

7

Reporting and logs

Not enough data

8.0(won by default)

10

Data Quality[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

7.9

21

Functionality

Identification

Not enough data

8.4(won by default)

18

Correction

Not enough data

8.1(won by default)

16

Normalization

Not enough data

8.3(won by default)

15

Preventative Cleaning

Not enough data

7.1(won by default)

14

Data Matching

Not enough data

7.9(won by default)

15

Real-Time Data

Not enough data

Not enough data

Management

Reporting

Not enough data

7.4(won by default)

19

Automation

Not enough data

7.8(won by default)

16

Quality Audits

Not enough data

8.1(won by default)

15

Dashboard

Not enough data

7.3(won by default)

20

Governance

Not enough data

8.3(won by default)

19

Generative AI

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

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

Show 2 feature categories with incomplete data

Data Fabric[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

Not enough data

Not enough data

Data Management

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

Data Analytics

Not enough data

Not enough data

Security

Compliance

Not enough data

Not enough data

Governance

Not enough data

Not enough data

Data Protection

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Agentic AI - Data Fabric

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

SAP Store[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - SAP Store

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

User Insights

Reviewers' Company Size

[![Apache Ranger](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b350900e1c1cde239f398145fc13d8f3/apache-ranger.jpg "Apache Ranger")](https://www.g2.com/products/apache-ranger/reviews)

Apache Ranger

Small-Business(50 or fewer emp.)

9.1%

Mid-Market(51-1000 emp.)

36.4%

Enterprise(\> 1000 emp.)

54.5%

[![Collibra](https://images.g2crowd.com/uploads/product/hd_favicon/e60286dbdf38c65ae3dae9ac03b00d4a/collibra.svg "Collibra")](https://www.g2.com/products/collibra/reviews)

Collibra

Small-Business(50 or fewer emp.)

9.9%

Mid-Market(51-1000 emp.)

18.8%

Enterprise(\> 1000 emp.)

71.3%

Small-Business

(50 or fewer emp.)

9.1%

9.9%

Mid-Market

(51-1000 emp.)

36.4%

18.8%

Enterprise

(\> 1000 emp.)

54.5%

71.3%

Reviewers' Industry

[![Apache Ranger](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b350900e1c1cde239f398145fc13d8f3/apache-ranger.jpg "Apache Ranger")](https://www.g2.com/products/apache-ranger/reviews)
Apache Ranger

Information Technology and Services

22.7%

Telecommunications

13.6%

Financial Services

13.6%

Retail

9.1%

Computer Software

9.1%

Other

31.8%

[![Collibra](https://images.g2crowd.com/uploads/product/hd_favicon/e60286dbdf38c65ae3dae9ac03b00d4a/collibra.svg "Collibra")](https://www.g2.com/products/collibra/reviews)
Collibra

Financial Services

11.9%

Banking

8.9%

Pharmaceuticals

7.9%

Telecommunications

5.9%

Insurance

5.9%

Other

59.4%

FAQs

## Apache Ranger vs Collibra FAQs

Generated using AI

Last updated: August 17, 2026

### What is the difference between Collibra vs Apache Ranger?

Collibra and Apache Ranger are both rated 4.2/5 by G2 reviewers, but Collibra is recognized for its comprehensive data governance and management features, while Apache Ranger is favored for its centralized security administration and ease of setup.

| [Collibra](https://www.g2.com/products/collibra/reviews) | [Apache Ranger](https://www.g2.com/products/apache-ranger/reviews) |
| --- | --- |
| 4.2/5 (102 reviews) | 4.2/5 (26 reviews) |
| Enterprise | Enterprise |
| 7.7 | 9.0 |
| 8.2 | 8.2 |
| Comprehensive data governance and management features (10 all-time mentions) | Centralized security administration and ease of setup |

### How do the pricing models of Collibra and Apache Ranger compare?

G2 reviewers rate Collibra and Apache Ranger at parity on value, with no significant difference in price satisfaction scores.

- **Collibra:** In recent reviews, several reviewers cite high license cost and complexity as trade-offs, but also note the platform's comprehensive capabilities.
- **Apache Ranger:** Reviewers do not cite pricing as a major concern, focusing instead on its ease of setup and centralized security features.

### What are the best alternatives to Collibra and Apache Ranger?

The top three alternatives to Collibra and Apache Ranger are Egnyte, Atlan, and Twilio Segment.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Collibra](https://www.g2.com/products/collibra/reviews) | 4.2/5 (102 reviews) | Enterprise | High license cost and complexity noted in recent reviews | Comprehensive data governance and management features |
| [Apache Ranger](https://www.g2.com/products/apache-ranger/reviews) | 4.2/5 (26 reviews) | Enterprise | — | Centralized security administration and ease of setup |
| [Egnyte](https://www.g2.com/products/egnyte/reviews) | 4.4/5 (1162 reviews) | Small-Business | — | Secure file sharing and collaboration |
| [Atlan](https://www.g2.com/products/atlan/reviews) | 4.5/5 (134 reviews) | Mid-Market | — | Modern data catalog and collaboration |
| [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) | 4.5/5 (567 reviews) | Mid-Market | — | Customer data infrastructure and integration |

### Which Data Governance features should I prioritize when comparing Collibra and Apache Ranger?

Buyers comparing Collibra and Apache Ranger should prioritize Data Lineage, Ease of Setup, Quality of Support, Integrations, and Customization.

- **Data Lineage:** Collibra has 10 all-time mentions for features, including strong lineage capabilities; Apache Ranger is cited for centralized audit and access control but with less emphasis on lineage.
- **Ease of Setup:** Collibra scores 7.7; Apache Ranger scores 9.0, indicating Ranger is easier to set up.
- **Quality of Support:** Both products score 8.2, showing parity in support satisfaction.
- **Integrations:** Collibra has 7 all-time mentions for integrations; Apache Ranger is noted for integration with Hadoop ecosystem tools.
- **Customization:** Collibra has 6 all-time mentions for customization, with reviewers highlighting flexible workflows and asset models.

### What are the pros and cons of Collibra vs Apache Ranger?

Collibra's headline strength is its comprehensive data governance and management features, while Apache Ranger excels in centralized security administration and ease of setup.

- **Collibra strengths:** Comprehensive features (10 all-time mentions), strong data governance (9), data management (9), collaboration (8), integrations (7), customization (6), and efficiency improvement (5).
- **Collibra trade-offs:** Complexity issues (7), limited functionality in some areas (6), difficult setup (5), high cost (5), and integration issues (5).
- **Apache Ranger strengths:** Centralized security administration, ease of setup, fine-grained access control, and strong integration with Hadoop ecosystem tools.
- **Apache Ranger trade-offs:** Reviewers note UI improvements are needed and documentation can be outdated; some mention limited integration with non-Hadoop tools.

### Is Collibra or Apache Ranger better for small businesses?

Egnyte is the top-ranked alternative for small businesses, but between Collibra and Apache Ranger, neither is primarily focused on small-business users, as both have Enterprise as their largest segment.

- **Collibra:** Largest segment is Enterprise; recent reviews highlight a steep learning curve and high license cost, which may be challenging for small businesses.
- **Apache Ranger:** Largest segment is Enterprise; reviewers focus on its ease of setup and centralized security, but do not cite small-business use cases.

### Which Data Governance platform has better integrations?

Collibra is favored for integrations, with more reviewer-cited mentions and broader integration capabilities.

- **Collibra:** Integrations are cited in 7 all-time mentions, with recent reviews highlighting connections to Snowflake, Tableau, SQL Server, and BI/ETL tools.
- **Apache Ranger:** Reviewers mention integration with Hadoop ecosystem tools such as Hive, Presto, HDFS, and Active Directory.

### How do Collibra and Apache Ranger compare on customer support?

Collibra and Apache Ranger are rated at parity for Quality of Support, both scoring 8.2 from G2 reviewers.

- **Collibra:** Reviewers frequently mention timely and helpful customer support, with 7 all-time mentions for customer support and positive feedback on documentation and onboarding assistance.
- **Apache Ranger:** Reviewers note responsive support and helpful documentation, with several citing ease of getting help during setup and troubleshooting.

### Which is easier to implement, Collibra or Apache Ranger?

Apache Ranger is rated higher for Ease of Setup, scoring 9.0 versus Collibra's 7.7, indicating it is easier to implement.

- **Collibra:** Reviewers describe the setup as complex, with a steep learning curve and significant time required for configuration and onboarding.
- **Apache Ranger:** Reviewers highlight straightforward installation, especially for Hadoop environments, and quick implementation for access control policies.

### Which product has better Data Lineage?

Collibra is more frequently cited for Data Lineage, with strong reviewer emphasis on this feature.

- **Collibra:** Data Lineage is a top-cited feature with 10 all-time mentions for features, and reviewers highlight both technical and business lineage capabilities.
- **Apache Ranger:** Reviewers mention audit and access control features, but Data Lineage is not a primary focus in recent reviews.

Alternatives

**Apache Ranger Alternatives**

 ![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg "Egnyte")

[
Egnyte
](/products/egnyte/reviews)

 ![Twilio Segment](https://images.g2crowd.com/uploads/product/hd_favicon/2cc23fc6f4c2974f7ceb353c91b99af6/twilio-segment.svg "Twilio Segment")

[
Twilio Segment
](/products/twilio-segment/reviews)

 ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform")

[
Teradata Autonomous Knowledge Platform
](/products/teradata-autonomous-knowledge-platform/reviews)

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

**Collibra Alternatives**

 ![Atlan](https://images.g2crowd.com/uploads/product/hd_favicon/722784271f56e840d415fd7ca4d6e2f6/atlan.svg "Atlan")

[
Atlan
](/products/atlan/reviews)

 ![Twilio Segment](https://images.g2crowd.com/uploads/product/hd_favicon/2cc23fc6f4c2974f7ceb353c91b99af6/twilio-segment.svg "Twilio Segment")

[
Twilio Segment
](/products/twilio-segment/reviews)

 ![Alation](https://images.g2crowd.com/uploads/product/hd_favicon/04b74de09c935489f6655b55336505d5/alation.svg "Alation")

[
Alation
](/products/alation/reviews)

 ![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg "Egnyte")

[
Egnyte
](/products/egnyte/reviews)

## Apache Ranger vs Collibra

When assessing the two solutions, reviewers found Apache Ranger easier to use, set up, and administer. Reviewers also preferred doing business with Apache Ranger overall.

- Reviewers felt that Apache Ranger meets the needs of their business better than Collibra.
- When comparing quality of ongoing product support, Apache Ranger and Collibra provide similar levels of assistance.
- For feature updates and roadmaps, our reviewers preferred the direction of Collibra over Apache Ranger.