Link copied to clipboard

# CloudBees vs GitLab Comparison - What are their main differences?

Share
[
Export
](/compare/cloudbees/gitlab/export.csv)

CloudBeesGitLab[+ Add Product](#)

Reviews

**CloudBees** [

4.4/5(622)

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

**GitLab** [

4.5/5(900)

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

Pricing

**CloudBees**
 **$0.00** 2000 Execution Minutes Per Month · CloudBees Platform Free Edition

**GitLab**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**CloudBees**
3 months

Based on 18 responses

**GitLab**
1 monthFaster

Based on 66 responses

Return on Investment

**CloudBees**
19 months

Based on 15 responses

**GitLab**
12 months7 months sooner

Based on 50 responses

Perceived Cost

**CloudBees**
$$$$$

**GitLab**
$$$$$

Average Discount

**CloudBees**
13%1% more

**GitLab**
12%

Pros & Cons

**CloudBees**
[
Features (5)
](https://www.g2.com/products/cloudbees/reviews?filters%5Bsentiment_snippet%5D=1287046&qs=pros-and-cons#reviews)[
Reliability (5)
](https://www.g2.com/products/cloudbees/reviews?filters%5Bsentiment_snippet%5D=1287908&qs=pros-and-cons#reviews)[
Complex Interface (2)
](https://www.g2.com/products/cloudbees/reviews?filters%5Bsentiment_snippet%5D=1287380&qs=pros-and-cons#reviews)[
Complexity (2)
](https://www.g2.com/products/cloudbees/reviews?filters%5Bsentiment_snippet%5D=1288236&qs=pros-and-cons#reviews)

**GitLab**
[
Ease of Use (40)
](https://www.g2.com/products/gitlab/reviews?filters%5Bsentiment_snippet%5D=1917513&qs=pros-and-cons#reviews)[
Features (39)
](https://www.g2.com/products/gitlab/reviews?filters%5Bsentiment_snippet%5D=1914521&qs=pros-and-cons#reviews)[
Complexity (20)
](https://www.g2.com/products/gitlab/reviews?filters%5Bsentiment_snippet%5D=1917041&qs=pros-and-cons#reviews)[
Difficult Learning (18)
](https://www.g2.com/products/gitlab/reviews?filters%5Bsentiment_snippet%5D=1917007&qs=pros-and-cons#reviews)

Integrations

**CloudBees**
Not enough data

**GitLab**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3a7a925cc43d97814fa81ec2d6c06f45/amazon-web-services-ai.jpeg "Product Avatar Image")

Amazon Web Services AI

](https://www.g2.com/products/amazon-web-services-ai/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dc218a7b4e898f9384267cbd98b09aa8/apache-airflow.jpg "Product Avatar Image")

Apache Airflow

](https://www.g2.com/products/apache-airflow/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_9d00048205a466c174da3c77093a1336/apache-maven.png "Product Avatar Image")

Apache Maven

](https://www.g2.com/products/apache-maven/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5ef078d7e2f128d165c94b1859097bbf/argo-cd.png "Product Avatar Image")

Argo.io

](https://www.g2.com/products/argo-cd/reviews)[
View all
](https://www.g2.com/products/gitlab/integrations)

Screenshots

**CloudBees**
 ![CloudBees 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/1259219/CI-Managed-Controller.png)

**GitLab**
 ![GitLab 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/1269847/Sec-Loop.png)

Ratings

Meets Requirements

**CloudBees**

8.9

8.9494

**GitLab**

9.1

9.1686

Ease of Use

**CloudBees**

8.6

8.6500

**GitLab**

8.7

8.7690

Ease of Setup

**CloudBees**

7.9

7.9235

**GitLab**

8.7

8.7250

Ease of Admin

**CloudBees**

8.1

8.1224

**GitLab**

8.6

8.6175

Quality of Support

**CloudBees**

8.9

8.9478

**GitLab**

8.5

8.5546

Has the product been a good partner in doing business?

**CloudBees**

8.5

8.5218

**GitLab**

8.8

8.8150

Product Direction (% positive)

**CloudBees**

8.5

8.5486

**GitLab**

8.8

8.8651

Features

Application Release Orchestration[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

9.3

77

8.7

147

Administration

Configuration Management

9.3(won by 0.6)

70

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

8.7

125

Access Control

9.4(won by 0.5)

70

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

8.9

131

Dashboards

9.4(won by 0.8)

68

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

8.6

125

Functionality

Deployment Automation

9.1(won by 0.1)

72

9.0

132

Process Analytics

9.2(won by 0.7)

64

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

8.5

115

Plugins

9.3(won by 0.8)

70

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

8.5

109

APIs / Integrations

9.2(won by 0.5)

66

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

8.7

114

Feature Flags

9.1(won by 0.5)

62

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

8.6

103

Processes

Pipelines

9.6(won by 0.5)

73

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

9.1

135

Orchestration

9.4(won by 0.4)

70

9.0

122

Workflow Visualization

9.3(won by 0.6)

69

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

8.7

122

Continuous Delivery[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

8.9

215

8.3

253

Functionality

Deployment-Ready Staging

9.0(won by 0.1)

185

8.9

222

Integration

9.0

193

9.1(won by 0.1)

227

Extensible

8.9(won by 0.2)

186

8.7

206

Management

Processes and Workflow

8.9(won by 0.1)

188

8.8

209

Reporting

8.6(won by 0.3)

185

8.3

194

Automation

9.1(won by 0.1)

192

9.0

218

Agentic AI - Continuous Delivery

Autonomous Task Execution

Not enough data

8.0(won by default)

9

Cross-system Integration

Not enough data

8.3(won by default)

11

Adaptive Learning

Not enough data

7.5(won by default)

10

Natural Language Interaction

Not enough data

7.5(won by default)

10

Proactive Assistance

Not enough data

7.2(won by default)

9

DevOps Platforms[Hide 58 FeaturesShow 58 Features](javascript:void(0);)

8.6

13

8.8

189

Management

Configuration Management

8.9(won by 0.1)

11

8.8

152

Access Control

8.8(tied score)

12

8.8(tied score)

154

Orchestration

8.5(tied score)

11

8.5(tied score)

141

Portfolio Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Timeline Management

Not enough data

Not enough data

Testing Management

Not enough data

Not enough data

Change Management

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Application Management

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Project Management

Not enough data

Not enough data

Release Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Functionality

Automation

8.9(won by 0.1)

12

8.8

160

Integrations

8.0

11

8.9(won by 0.9)

158

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

Extensibility

8.5

11

8.7(won by 0.2)

142

Continuous Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Processes

Pipeline Control

8.0

11

9.0(won by 1.0)

166

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

Workflow Visualization

8.8(won by 0.3)

11

8.5

144

Continuous Deployment

8.9

11

9.0(won by 0.1)

164

Prioritization

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Approval Workflow

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Additional Functionality

Single Sign On

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Commenting/Notes

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Troubleshooting Reports

Not enough data

Not enough data

API

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Projections

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

KPI Monitoring

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Continuous Integration[Hide 47 FeaturesShow 47 Features](javascript:void(0);)

8.7

186

8.2

254

Functionality

Third-Party Integrations

8.9

150

|

Verified

9.0(won by 0.1)

232

|

Verified

Extensibility

8.8(won by 0.2)

152

|

Verified

8.6

211

|

Verified

Test Customization

8.5(won by 0.1)

145

|

Verified

8.4

204

|

Verified

Management

Automation

9.0(won by 0.1)

154

|

Verified

8.9

222

|

Verified

Processes and Workflow

8.9(won by 0.1)

154

|

Verified

8.8

219

|

Verified

Reporting

8.3

148

|

Verified

8.4(won by 0.1)

199

|

Verified

Agentic AI - Continuous Integration

Autonomous Task Execution

Not enough data

7.7(won by default)

13

Cross-system Integration

Not enough data

8.0(won by default)

14

Adaptive Learning

Not enough data

7.4(won by default)

11

Natural Language Interaction

Not enough data

7.1(won by default)

11

Proactive Assistance

Not enough data

7.6(won by default)

11

Additional Functionality

Continuous Deployment

Not enough data

Not enough data

Source-Code Scanning

Not enough data

Not enough data

Continuous Delivery

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Bug Tracking

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

For Developers

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Repository Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Pipeline Management

Not enough data

Not enough data

Application Management

Not enough data

Not enough data

API

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Multi-User Collaboration

Not enough data

Not enough data

Project Management

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Lifecycle Management

Not enough data

Not enough data

Change Management

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Debugging

Not enough data

Not enough data

Approval Process Control

Not enough data

Not enough data

Build Log

Not enough data

Not enough data

Quality Assurance

Not enough data

Not enough data

Value Stream Management[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

9.4

15

8.8

49

Value Analysis

Metric Relevance

9.6(won by 0.7)

14

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

8.9

40

Insight

9.6(won by 0.9)

14

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

8.7

41

Impact Predictions

9.0(won by 0.4)

14

8.6

36

Report Generation

9.4(won by 0.5)

14

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

8.9

38

Value Management

Planning Tools

9.6(won by 0.6)

14

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

9.0

39

Communication Tools

9.2(won by 0.5)

14

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

8.7

42

Control

9.3(won by 0.4)

14

8.9

40

Static Application Security Testing (SAST)[Hide 23 FeaturesShow 23 Features](javascript:void(0);)

Not enough data

9.0

38

Administration

API / Integrations

Not enough data

9.3(won by default)

34

Extensibility

Not enough data

9.0(won by default)

29

Analysis

Real-Time Analytics

Not enough data

8.8(won by default)

28

Issue Tracking

Not enough data

9.1(won by default)

30

Static Code Analysis

Not enough data

9.2(won by default)

28

Code Analysis

Not enough data

8.9(won by default)

28

Integrated Development Environment

Not enough data

Not enough data

Testing

Command-Line Tools

Not enough data

8.8(won by default)

30

Manual Testing

Not enough data

8.8(won by default)

27

Test Automation

Not enough data

9.2(won by default)

30

Compliance Testing

Not enough data

8.8(won by default)

26

Source-Code Scanning

Not enough data

8.9(won by default)

25

Detection Rate

Not enough data

8.5(won by default)

25

False Positives

Not enough data

8.8(won by default)

24

Multi-Language Scanning

Not enough data

Not enough data

Agentic AI - Static Application Security Testing (SAST)

Autonomous Task Execution

Not enough data

Not enough data

Additional Functionality

Debugging

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

For Developers

Not enough data

Not enough data

Deployment Management

Not enough data

Not enough data

Application Security

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Dynamic Application Security Testing (DAST)[Hide 13 FeaturesShow 13 Features](javascript:void(0);)

Not enough data

9.0

27

Administration

API / Integrations

Not enough data

9.2(won by default)

25

Extensibility

Not enough data

8.9(won by default)

24

Analysis

Reporting and Analytics

Not enough data

8.5(won by default)

24

Issue Tracking

Not enough data

9.2(won by default)

24

Static Code Analysis

Not enough data

8.8(won by default)

24

Vulnerability Scan

Not enough data

8.9(won by default)

24

Code Analysis

Not enough data

9.0(won by default)

24

Testing

Manual Testing

Not enough data

8.6(won by default)

23

Test Automation

Not enough data

9.1(won by default)

23

Compliance Testing

Not enough data

8.9(won by default)

22

Black-Box Scanning

Not enough data

9.0(won by default)

21

Detection Rate

Not enough data

9.0(won by default)

20

False Positives

Not enough data

9.1(won by default)

21

Cloud Infrastructure Automation[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

8.8

92

Administration 

Administration Console

Not enough data

8.7(won by default)

77

Task Management

Not enough data

8.7(won by default)

78

Dashboards and Visualizations

Not enough data

8.7(won by default)

75

Access Control

Not enough data

8.8(won by default)

81

Automation

Test Automation

Not enough data

8.9(won by default)

79

Intelligent Automation

Not enough data

8.4(won by default)

72

Release Automation

Not enough data

9.0(won by default)

80

Automated Provisioning

Not enough data

8.7(won by default)

73

IT Management

Workflow Management

Not enough data

8.7(won by default)

75

Infrastructure Management

Not enough data

8.9(won by default)

74

IT Discovery

Not enough data

8.6(won by default)

71

Bug Tracking[Hide 59 FeaturesShow 59 Features](javascript:void(0);)

Not enough data

8.5

171

Bug Reporting

User Reports & Feedback

Not enough data

8.6(won by default)

139

Tester Reports & Feedback

Not enough data

8.5(won by default)

134

Team Reports & Comments

Not enough data

8.6(won by default)

143

Bug Monitoring

Analytics

Not enough data

8.5(won by default)

139

Bug History

Not enough data

8.8(won by default)

147

Data Retention

Not enough data

8.8(won by default)

136

Agentic AI - Bug Tracking

Adaptive Learning

Not enough data

8.3(won by default)

9

Natural Language Interaction

Not enough data

8.1(won by default)

9

Proactive Assistance

Not enough data

8.3(won by default)

8

Assignment Management

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Additional Functionality

API

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Projections

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Ticket Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Progress Tracking

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Project Time Tracking

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Agile Methodologies

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Backlog Management

Not enough data

Not enough data

Real-Time Updates

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Task Scheduling

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Project Management

Not enough data

Not enough data

Project Planning

Not enough data

Not enough data

Feedback Management

Not enough data

Not enough data

Code Repository Integration

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Knowledge Base Management

Not enough data

Not enough data

Multiple Projects

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Task Planning

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Bug/Issue Capture

Not enough data

Not enough data

Bug Tracking

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Commenting/Notes

Not enough data

Not enough data

@mentions

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Task Progress Tracking

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Software Composition Analysis[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

Not enough data

8.9

78

Functionality - Software Composition Analysis 

Language Support

Not enough data

8.7(won by default)

66

Integration

Not enough data

8.8(won by default)

72

Transparency

Not enough data

8.7(won by default)

67

Effectiveness - Software Composition Analysis

Remediation Suggestions

Not enough data

8.8(won by default)

64

Continuous Monitoring

Not enough data

9.0(won by default)

64

Thorough Detection

Not enough data

9.0(won by default)

62

Feature Management[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

9.1

45

Not enough data

Management

Flag Management

9.2(won by default)

41

Not enough data

Rollout & Rollback Control

9.0(won by default)

39

Not enough data

Monitoring

9.1(won by default)

35

Not enough data

Functionality

Multi-Environment Control

9.1(won by default)

38

Not enough data

Feature Testing

9.2(won by default)

41

Not enough data

Low-Code Interface

9.0(won by default)

39

Not enough data

Secure Code Review[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

Not enough data

8.5

133

Documentation

Feedback

Not enough data

8.8(won by default)

117

Prioritization

Not enough data

8.6(won by default)

112

Remediation Suggestions

Not enough data

8.4(won by default)

112

Security

False Positives

Not enough data

8.0(won by default)

101

Custom Compliance

Not enough data

8.4(won by default)

101

Agility

Not enough data

9.0(won by default)

110

Show 6 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Configuration Management[Hide 83 FeaturesShow 83 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Widgets

Not enough data

Not enough data

Impact Management

Not enough data

Not enough data

Customizable Forms

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

License Management

Not enough data

Not enough data

Scheduled/Automated Reports

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Request Assignment

Not enough data

Not enough data

Help Desk Management

Not enough data

Not enough data

Surveys & Feedback

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

IT Asset Tracking

Not enough data

Not enough data

Knowledge Base Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Support Ticket Management

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Client Portal

Not enough data

Not enough data

Service Level Agreement (SLA) Management

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Performance Monitoring

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Asset Lifecycle Management

Not enough data

Not enough data

Inventory Management

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

Problem Management

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

IT Asset Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Change Management

Not enough data

Not enough data

Device Auto Discovery

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Contract/License Management

Not enough data

Not enough data

Relationship Mapping

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Support Ticket Tracking

Not enough data

Not enough data

Vulnerability Scanning

Not enough data

Not enough data

Data Aggregation and Publishing

Not enough data

Not enough data

Cost Tracking

Not enough data

Not enough data

Template Management

Not enough data

Not enough data

Lifecycle Management

Not enough data

Not enough data

Historical Reporting

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Configuration Automation

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Patch Management

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Task Progress Tracking

Not enough data

Not enough data

IT Cost Management

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Scheduling

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Business Process Automation

Not enough data

Not enough data

Sarbanes-Oxley Compliance

Not enough data

Not enough data

Task Scheduling

Not enough data

Not enough data

Generative AI[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Code Generation

Not enough data

Not enough data

Text to Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Virtual Characters and Avatars

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Conditional Generation

Not enough data

Not enough data

Transformer Model

Not enough data

Not enough data

Automated Image & Video Editing

Not enough data

Not enough data

Interactive and Co-Creative Systems

Not enough data

Not enough data

Text Summarization

Not enough data

Not enough data

Data Augmentation

Not enough data

Not enough data

Variation Autoencoder Models

Not enough data

Not enough data

Adversarial Training

Not enough data

Not enough data

Transfer Learning and Fine-tuning

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Creative Design

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Foundation Model

Not enough data

Not enough data

Vulnerability Management[Hide 36 FeaturesShow 36 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Search/Filter

Not enough data

Not enough data

Risk Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Certificate Assessment

Not enough data

Not enough data

API

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Automated Containment

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Vulnerability Scanning

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Asset Discovery

Not enough data

Not enough data

Penetration Testing

Not enough data

Not enough data

Runtime Container Security

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Security Auditing

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Threat Intelligence

Not enough data

Not enough data

Patch Management

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Vulnerability Management

Not enough data

Not enough data

Goal Setting/Tracking

Not enough data

Not enough data

Vulnerability Assessment

Not enough data

Not enough data

Asset Tagging

Not enough data

Not enough data

Assessment Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Vulnerability/Threat Prioritization

Not enough data

Not enough data

Vulnerability Protection

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

SQL Injections

Not enough data

Not enough data

Risk-Based Vulnerability Management[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Risk Analysis

Risk Scoring

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Risk-Prioritization

Not enough data

Not enough data

Vulnerability Assesment

Vulnerability Scanning

Not enough data

Not enough data

Vulnerability Intelligence

Not enough data

Not enough data

Contextual Data

Not enough data

Not enough data

Dashboards

Not enough data

Not enough data

Automation

Automated Remediation

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Security Testing

Not enough data

Not enough data

Test Automation

Not enough data

Not enough data

AI Code Generation[Hide 45 FeaturesShow 45 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Accuracy

Not enough data

Not enough data

Input processing

Not enough data

Not enough data

Interface

Not enough data

Not enough data

Code quality

Not enough data

Not enough data

Support

Community

Not enough data

Not enough data

Update schedule

Not enough data

Not enough data

Documentation

Not enough data

Not enough data

Agentic AI - AI Code Generation

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

AI/Machine Learning

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Documentation Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Syntax Check

Not enough data

Not enough data

Code Explainer

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Code Generation

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

AI Coding Assistant

Not enough data

Not enough data

Intelligent Code Completion

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Code Refactoring

Not enough data

Not enough data

Code Snippet

Not enough data

Not enough data

Multiple Programming Languages Supported

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Code Editing

Not enough data

Not enough data

Integrated Development Environment

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Task Automation

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

API

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Code Testing

Not enough data

Not enough data

Collaborative Development

Not enough data

Not enough data

Machine Translation

Not enough data

Not enough data

Code Conversion

Not enough data

Not enough data

Debugging

Not enough data

Not enough data

GDPR Compliance

Not enough data

Not enough data

Codebase Scanning

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![CloudBees](https://images.g2crowd.com/uploads/product/hd_favicon/87a3b92cea3fbc3b93144f9fd68c968d/cloudbees.svg "CloudBees")](https://www.g2.com/products/cloudbees/reviews)

CloudBees

Small-Business(50 or fewer emp.)

15.4%

Mid-Market(51-1000 emp.)

38.9%

Enterprise(\> 1000 emp.)

45.7%

[![GitLab](https://images.g2crowd.com/uploads/product/hd_favicon/2397ccd7309ef2bca71e3a275d59a5a3/gitlab.svg "GitLab")](https://www.g2.com/products/gitlab/reviews)

GitLab

Small-Business(50 or fewer emp.)

37.0%

Mid-Market(51-1000 emp.)

36.6%

Enterprise(\> 1000 emp.)

26.4%

Small-Business

(50 or fewer emp.)

15.4%

37.0%

Mid-Market

(51-1000 emp.)

38.9%

36.6%

Enterprise

(\> 1000 emp.)

45.7%

26.4%

Reviewers' Industry

[![CloudBees](https://images.g2crowd.com/uploads/product/hd_favicon/87a3b92cea3fbc3b93144f9fd68c968d/cloudbees.svg "CloudBees")](https://www.g2.com/products/cloudbees/reviews)
CloudBees

Information Technology and Services

18.5%

Computer Software

13.7%

Financial Services

11.7%

Insurance

3.7%

Automotive

3.4%

Other

49.0%

[![GitLab](https://images.g2crowd.com/uploads/product/hd_favicon/2397ccd7309ef2bca71e3a275d59a5a3/gitlab.svg "GitLab")](https://www.g2.com/products/gitlab/reviews)
GitLab

Computer Software

33.2%

Information Technology and Services

24.3%

Internet

3.9%

Financial Services

3.4%

Telecommunications

2.4%

Other

32.8%

FAQs

## CloudBees vs GitLab FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between CloudBees vs GitLab?

GitLab stands out for its higher G2 rating, broader small-business adoption, and slightly higher Ease of Setup and Ease of Use scores, while CloudBees is more enterprise-focused with a strong support reputation.

| | [CloudBees](https://www.g2.com/products/cloudbees/reviews) | [GitLab](https://www.g2.com/products/gitlab/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.4/5 (621 reviews) | 4.5/5 (901 reviews) |
| Largest Segment | Enterprise | Small-Business |
| Ease of Setup score | 7.9 | 8.7 |
| Quality of Support score | 8.9 | 8.5 |
| Top Reviewer-Cited Strength | Reliability | Ease of Use |

### How do the pricing models of CloudBees and GitLab compare?

GitLab is rated as the stronger value by reviewers, with higher satisfaction on price and cost-related dimensions.

- **CloudBees:** Reviewers frequently mention that CloudBees is relatively expensive, especially for smaller organizations, and cite its enterprise-grade features as a justification for the higher cost.
- **GitLab:** Reviewers highlight GitLab's competitive pricing and value, noting that its free plan and all-in-one platform reduce the need for additional tools, though some advanced features are locked behind higher-priced tiers.

### What are the best alternatives to CloudBees and GitLab?

The top three alternatives to CloudBees and GitLab are GitHub, Jenkins, and Harness Platform.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [CloudBees](https://www.g2.com/products/cloudbees/reviews) | 4.4/5 (621 reviews) | Enterprise | Relatively expensive for smaller organizations | Reliability |
| [GitLab](https://www.g2.com/products/gitlab/reviews) | 4.5/5 (901 reviews) | Small-Business | Competitive pricing, strong free plan | Ease of Use |
| [GitHub](https://www.g2.com/products/github/reviews) | 4.7/5 (2399 reviews) | Small-Business | — | Collaboration and code management |
| [Jenkins](https://www.g2.com/products/jenkins/reviews) | 4.4/5 (573 reviews) | Enterprise | — | Extensibility and plugin ecosystem |
| [Harness Platform](https://www.g2.com/products/harness-platform/reviews) | 4.6/5 (315 reviews) | Mid-Market | — | Automation and deployment efficiency |

### Which Continuous Integration features should I prioritize when comparing CloudBees and GitLab?

Buyers should prioritize automation, integrations, ease of use, security, and deployment efficiency when comparing CloudBees and GitLab.

- **Automation:** GitLab has 27 all-time automation mentions, while CloudBees has 3, indicating stronger reviewer emphasis on automation for GitLab.
- **Integrations:** GitLab is cited for integrations in 32 reviews, CloudBees in 4, highlighting broader integration satisfaction with GitLab.
- **Ease of Use:** GitLab has 40 all-time mentions for ease of use, CloudBees has 4, showing a significant preference for GitLab's usability.
- **Security:** Both products have security cited in 3 reviews, indicating parity in security focus.
- **Deployment Efficiency:** GitLab has 27 deployment mentions, CloudBees has 3, suggesting GitLab is more frequently praised for deployment efficiency.

### What are the pros and cons of CloudBees vs GitLab?

CloudBees' headline strength is reliability, while GitLab's is ease of use.

- **CloudBees strengths:** Reliability (5 all-time mentions), features (5), customization (4), integrations (4), release management (4), automation (3), security (3), workflow efficiency (3), customer support (2).
- **CloudBees trade-offs:** Complex interface (2), complex user interface (2), higher cost for smaller organizations, steeper learning curve for new users.
- **GitLab strengths:** Ease of use (40), features (39), CI (33), integrations (32), CD integration (31), collaboration (31), automation (27), deployment (27), repository management (25), code review (24), version control (24), implementation ease (22), pipeline management (22), reliability (20), productivity improvement (20), issue tracking (19).
- **GitLab trade-offs:** Complexity (20), advanced features locked behind higher-priced tiers, interface can feel heavy or cluttered for large projects.

### Is CloudBees or GitLab better for small businesses?

GitLab is the better fit for small businesses, with the largest reviewer segment and strong small-business sentiment.

- **CloudBees:** Largest segment is Enterprise; reviewers note the platform is feature-rich but often too complex and costly for smaller organizations.
- **GitLab:** Largest segment is Small-Business; reviewers consistently highlight its ease of use, competitive pricing, and suitability for small teams.

### Which Continuous Integration platform has better integrations?

GitLab is favored by reviewers for integrations, with broader and more frequently cited integration support.

- **CloudBees:** Integrations mentioned in 4 reviews, with recent mentions of Jira, SonarQube, and Maven.
- **GitLab:** Integrations cited in 32 reviews, with 700+ reviews mentioning Git, 44 mentioning Jenkins, and 29 mentioning Jira.

### How do CloudBees and GitLab compare on customer support?

CloudBees and GitLab are rated in near-parity on Quality of Support, with CloudBees at 8.9 and GitLab at 8.5, a difference below the materiality threshold.

- **CloudBees:** Reviewers frequently praise CloudBees for responsive and professional support, with multiple mentions of quick resolutions and helpful customer service.
- **GitLab:** Reviewers describe GitLab support as generally helpful and responsive, though some note that advanced issues or community support can be slower to resolve.

### Which is easier to implement, CloudBees or GitLab?

GitLab leads on Ease of Setup, scoring 8.7 versus CloudBees' 7.9, a difference above the materiality threshold.

- **CloudBees:** Reviewers describe setup as complex, especially for teams new to Jenkins, with a steeper learning curve and more configuration required.
- **GitLab:** Reviewers consistently highlight straightforward setup, clear documentation, and the ability to get started quickly, even for small teams.

### Which product has better Automation?

GitLab is the stronger choice for automation, with more frequent reviewer mentions and higher satisfaction.

- **CloudBees:** Automation cited in 3 reviews, with reviewers noting its ability to automate CI/CD pipelines and improve workflow efficiency.
- **GitLab:** Automation cited in 27 reviews, with reviewers emphasizing powerful built-in CI/CD automation, daily test automation, and streamlined deployment processes.

Alternatives

**CloudBees Alternatives**

 ![Jenkins](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_816e7e27d5ac09363053c4ca43e63c5c/jenkins.png "Jenkins")

[
Jenkins
](/products/jenkins/reviews)

 ![CircleCI](https://images.g2crowd.com/uploads/product/hd_favicon/1487565608/circleci.svg "CircleCI")

[
CircleCI
](/products/circleci/reviews)

 ![GitHub](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8ec3c17e3fb1df25b6a8bd7cc69cf2d1/github.png "GitHub")

[
GitHub
](/products/github/reviews)

 ![Red Hat Ansible Automation Platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_7b1e34d1cfcc265beee0d9b4290461fa/red-hat-ansible-automation-platform.jpg "Red Hat Ansible Automation Platform")

[
Red Hat Ansible Automation...
](/products/red-hat-ansible-automation-platform/reviews)

**GitLab Alternatives**

 ![GitHub](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8ec3c17e3fb1df25b6a8bd7cc69cf2d1/github.png "GitHub")

[
GitHub
](/products/github/reviews)

 ![Harness Platform](https://images.g2crowd.com/uploads/product/hd_favicon/475270ef4d082eb00bedc920f653506d/harness-platform.svg "Harness Platform")

[
Harness Platform
](/products/harness-platform/reviews)

 ![Red Hat Ansible Automation Platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_7b1e34d1cfcc265beee0d9b4290461fa/red-hat-ansible-automation-platform.jpg "Red Hat Ansible Automation Platform")

[
Red Hat Ansible Automation...
](/products/red-hat-ansible-automation-platform/reviews)

 ![Jenkins](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_816e7e27d5ac09363053c4ca43e63c5c/jenkins.png "Jenkins")

[
Jenkins
](/products/jenkins/reviews)