# Azure Pipelines, GitLab vs Harness Platform Comparison

| | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 375 | 896 | 281 | 
| **Largest Market Segment** | Enterprise (38.3% of reviews) | Small-Business (36.9% of reviews) | Enterprise (41.3% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Azure Pipelines

Pros:
- Ease of Use (25 reviews)
- Integrations (16 reviews)

Cons:
- Complexity (13 reviews)
- Learning Curve (12 reviews)

### GitLab

Pros:
- Ease of Use (40 reviews)
- Features (39 reviews)

Cons:
- Complexity (20 reviews)
- Difficult Learning (18 reviews)

### Harness Platform

Pros:
- Ease of Use (113 reviews)
- Features (72 reviews)

Cons:
- Missing Features (23 reviews)
- Limitations (20 reviews)

---
## Ratings Comparison
| Rating | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (302 reviews) | 9.1 (681 reviews) | 8.9 (207 reviews) | 
  | **Ease of Use** | 8.2 (307 reviews) | 8.7 (685 reviews) | 8.8 (214 reviews) | 
  | **Ease of Setup** | 8.3 (141 reviews) | 8.7 (244 reviews) | 8.6 (116 reviews) | 
  | **Ease of Admin** | 8.3 (111 reviews) | 8.6 (173 reviews) | 8.8 (86 reviews) | 
  | **Quality of Support** | 8.3 (263 reviews) | 8.5 (542 reviews) | 9.0 (166 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (106 reviews) | 8.8 (148 reviews) | 9.2 (82 reviews) | 
  | **Product Direction (% positive)** | 8.9 (300 reviews) | 8.8 (646 reviews) | 9.0 (204 reviews) | 

---
## Pricing

### Azure Pipelines

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### GitLab

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Harness Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | 8.2/10 | 11 |

#### Operations

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Scheduling** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.3 (11 reviews) | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 8.3 (11 reviews) | 
| **Usage Monitoring** | Not enough data | Not enough data | 7.9 (11 reviews) | 

#### Cost Optimization

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Spend Forecasting and Optimization ** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Recommendations  ** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Spend Tracking ** | Not enough data | Not enough data | 8.3 (11 reviews) | 

#### Administration

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.2 (11 reviews) | 
| **Dashboards and Visualizations ** | Not enough data | Not enough data | 8.8 (11 reviews) | 
| **Compliance** | Not enough data | Not enough data | 7.7 (11 reviews) | 

#### Agentic AI - Cloud Cost Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | 8.6/10 | 58 |
| **GitLab** | 8.7/10 | 147 |
| **Harness Platform** | N/A | N/A |

#### Administration

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Configuration Management** | 8.7 (40 reviews) | 8.7 (125 reviews) | Not enough data | 
| **Access Control** | 8.5 (40 reviews) | 8.9 (131 reviews) | Not enough data | 
| **Dashboards** | 8.7 (39 reviews) | 8.6 (125 reviews) | Not enough data | 

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Deployment Automation** | 9.0 (44 reviews) | 9.0 (132 reviews) | Not enough data | 
| **Process Analytics** | 8.1 (37 reviews) | 8.5 (115 reviews) | Not enough data | 
| **Plugins** | 8.2 (34 reviews) | 8.5 (109 reviews) | Not enough data | 
| **APIs / Integrations** | 9.0 (44 reviews) | 8.7 (114 reviews) | Not enough data | 
| **Feature Flags** | 8.1 (25 reviews) | 8.6 (103 reviews) | Not enough data | 

#### Processes

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Pipelines** | 9.2 (49 reviews) | 9.1 (135 reviews) | Not enough data | 
| **Orchestration** | 9.0 (42 reviews) | 9.0 (122 reviews) | Not enough data | 
| **Workflow Visualization** | 8.4 (38 reviews) | 8.7 (122 reviews) | Not enough data | 

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 9.0/10 | 38 |
| **Harness Platform** | N/A | N/A |

#### Administration

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **API / Integrations** | Not enough data | 9.3 (34 reviews) | Not enough data | 
| **Extensibility** | Not enough data | 9.0 (29 reviews) | Not enough data | 

#### Analysis

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | 8.8 (28 reviews) | Not enough data | 
| **Issue Tracking** | Not enough data | 9.1 (30 reviews) | Not enough data | 
| **Static Code Analysis** | Not enough data | 9.2 (28 reviews) | Not enough data | 
| **Code Analysis** | Not enough data | 8.9 (28 reviews) | Not enough data | 

#### Testing

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Command-Line Tools** | Not enough data | 8.8 (30 reviews) | Not enough data | 
| **Manual Testing** | Not enough data | 8.8 (27 reviews) | Not enough data | 
| **Test Automation** | Not enough data | 9.2 (30 reviews) | Not enough data | 
| **Compliance Testing** | Not enough data | 8.8 (26 reviews) | Not enough data | 
| **Black-Box Scanning** | Not enough data | 8.9 (25 reviews) | Not enough data | 
| **Detection Rate** | Not enough data | 8.5 (25 reviews) | Not enough data | 
| **False Positives** | Not enough data | 8.8 (24 reviews) | Not enough data | 

#### Agentic AI - Static Application Security Testing (SAST)

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Dynamic Application Security Testing (DAST)

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 9.0/10 | 27 |
| **Harness Platform** | N/A | N/A |

#### Administration

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **API / Integrations** | Not enough data | 9.2 (25 reviews) | Not enough data | 
| **Extensibility** | Not enough data | 8.9 (24 reviews) | Not enough data | 

#### Analysis

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | 8.5 (24 reviews) | Not enough data | 
| **Issue Tracking** | Not enough data | 9.2 (24 reviews) | Not enough data | 
| **Static Code Analysis** | Not enough data | 8.8 (24 reviews) | Not enough data | 
| **Vulnerability Scan** | Not enough data | 8.9 (24 reviews) | Not enough data | 
| **Code Analysis** | Not enough data | 9.0 (24 reviews) | Not enough data | 

#### Testing

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Manual Testing** | Not enough data | 8.6 (23 reviews) | Not enough data | 
| **Test Automation** | Not enough data | 9.1 (23 reviews) | Not enough data | 
| **Compliance Testing** | Not enough data | 8.9 (22 reviews) | Not enough data | 
| **Black-Box Scanning** | Not enough data | 9.0 (21 reviews) | Not enough data | 
| **Detection Rate** | Not enough data | 9.0 (20 reviews) | Not enough data | 
| **False Positives** | Not enough data | 9.1 (21 reviews) | Not enough data | 

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 8.8/10 | 92 |
| **Harness Platform** | N/A | N/A |

#### Administration 

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Administration Console** | Not enough data | 8.7 (77 reviews) | Not enough data | 
| **Task Management** | Not enough data | 8.7 (78 reviews) | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | 8.7 (75 reviews) | Not enough data | 
| **Access Control** | Not enough data | 8.8 (81 reviews) | Not enough data | 

#### Automation

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Test Automation** | Not enough data | 8.9 (79 reviews) | Not enough data | 
| **Intelligent Automation** | Not enough data | 8.4 (72 reviews) | Feature Not Available | 
| **Release Automation** | Not enough data | 9.0 (80 reviews) | Not enough data | 
| **Automated Provisioning** | Not enough data | 8.7 (73 reviews) | Not enough data | 

#### IT Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Workflow Management** | Not enough data | 8.7 (75 reviews) | Not enough data | 
| **Infrastructure Management** | Not enough data | 8.9 (74 reviews) | Not enough data | 
| **IT Discovery** | Not enough data | 8.6 (71 reviews) | Not enough data | 

### Vulnerability Scanner

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Performance

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Detection Rate** | Not enough data | Not enough data | Not enough data | 
| **False Positives** | Not enough data | Not enough data | Not enough data | 
| **Automated Scans** | Not enough data | Not enough data | Not enough data | 

#### Network

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Compliance Testing** | Not enough data | Not enough data | Not enough data | 
| **Perimeter Scanning** | Not enough data | Not enough data | Not enough data | 
| **Configuration Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Application

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Manual Application Testing** | Not enough data | Not enough data | Feature Not Available | 
| **Static Code Analysis** | Not enough data | Not enough data | Not enough data | 
| **Black Box Testing** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Vulnerability Scanner

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | 8.9/10 | 38 |
| **GitLab** | 8.3/10 | 251 |
| **Harness Platform** | 8.6/10 | 108 |

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Deployment-Ready Staging** | 8.9 (33 reviews) | 8.8 (219 reviews) | 8.9 (98 reviews) | 
| **Integration** | 9.2 (35 reviews) | 9.0 (224 reviews) | 8.8 (90 reviews) | 
| **Extensible** | 8.6 (32 reviews) | 8.7 (205 reviews) | 8.4 (87 reviews) | 

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Processes and Workflow** | 9.0 (35 reviews) | 8.8 (208 reviews) | 8.7 (96 reviews) | 
| **Reporting** | 8.4 (33 reviews) | 8.3 (194 reviews) | 8.1 (83 reviews) | 
| **Automation** | 9.2 (35 reviews) | 8.9 (216 reviews) | 8.5 (81 reviews) | 

#### Agentic AI - Continuous Delivery

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.3 (11 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.5 (10 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.5 (10 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.2 (9 reviews) | Feature Not Available | 

### Software Development Analytics Tools

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | 9.8/10 | 9 |

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Repository Integration** | Not enough data | Not enough data | 9.8 (8 reviews) | 
| **Analytics and Trends** | Not enough data | Not enough data | 9.8 (8 reviews) | 
| **Productivity Updates** | Not enough data | Not enough data | 10.0 (8 reviews) | 

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Historical Data Consolidation** | Not enough data | Not enough data | 9.6 (8 reviews) | 
| **Data Context** | Not enough data | Not enough data | 10.0 (8 reviews) | 
| **Testing Integration** | Not enough data | Not enough data | 9.7 (6 reviews) | 

### Repository Management

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Package Management** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Code Analysis** | Not enough data | Not enough data | Not enough data | 
| **Vulnerability Checks** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Package Access Control** | Not enough data | Not enough data | Not enough data | 
| **Package Tracking** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Rollback** | Not enough data | Not enough data | Not enough data | 

### Bug Tracking

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 8.5/10 | 169 |
| **Harness Platform** | N/A | N/A |

#### Bug Reporting

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **User Reports & Feedback** | Not enough data | 8.6 (139 reviews) | Not enough data | 
| **Tester Reports & Feedback** | Not enough data | 8.5 (134 reviews) | Not enough data | 
| **Team Reports & Comments** | Not enough data | 8.6 (142 reviews) | Not enough data | 

#### Bug Monitoring

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Analytics** | Not enough data | 8.5 (139 reviews) | Not enough data | 
| **Bug History** | Not enough data | 8.8 (147 reviews) | Not enough data | 
| **Data Retention** | Not enough data | 8.8 (136 reviews) | Not enough data | 

#### Agentic AI - Bug Tracking

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 8.3 (8 reviews) | Not enough data | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 8.9/10 | 78 |
| **Harness Platform** | N/A | N/A |

#### Functionality - Software Composition Analysis 

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Language Support** | Not enough data | 8.7 (66 reviews) | Not enough data | 
| **Integration** | Not enough data | 8.8 (72 reviews) | Not enough data | 
| **Transparency** | Not enough data | 8.7 (67 reviews) | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Remediation Suggestions** | Not enough data | 8.8 (64 reviews) | Not enough data | 
| **Continuous Monitoring** | Not enough data | 9.0 (64 reviews) | Not enough data | 
| **Thorough Detection** | Not enough data | 9.0 (62 reviews) | Not enough data | 

### Incident Management

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Monitoring

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Constant Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Timely Alerts** | Not enough data | Not enough data | Not enough data | 
| **TIcket Accuracy** | Not enough data | Not enough data | Not enough data | 
| **AI Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Management Tools

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Ticket Assignment** | Not enough data | Not enough data | Not enough data | 
| **Standardization** | Not enough data | Not enough data | Not enough data | 
| **Lifecycle Visualization** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Incident Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Feature Management

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | 9.1/10 | 85 |

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Flag Management** | Not enough data | Not enough data | 9.3 (80 reviews) | 
| **Rollout & Rollback Control** | Not enough data | Not enough data | 9.2 (73 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 8.2 (58 reviews) | 

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Multi-Environment Control** | Not enough data | Not enough data | 9.3 (77 reviews) | 
| **Feature Testing** | Not enough data | Not enough data | 9.5 (80 reviews) | 
| **Low-Code Interface** | Not enough data | Not enough data | 8.9 (63 reviews) | 

### ServiceNow Store Apps

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### ServiceNow Apps

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **ServiceNow Integration** | Not enough data | Not enough data | Not enough data | 
| **Value** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | 8.9/10 | 38 |
| **GitLab** | 8.8/10 | 184 |
| **Harness Platform** | N/A | N/A |

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Configuration Management** | 8.6 (32 reviews) | 8.8 (150 reviews) | Not enough data | 
| **Access Control** | 8.5 (34 reviews) | 8.8 (152 reviews) | Not enough data | 
| **Orchestration** | 8.5 (33 reviews) | 8.5 (139 reviews) | Not enough data | 

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Automation** | 9.1 (36 reviews) | 8.8 (159 reviews) | Not enough data | 
| **Integrations** | 9.0 (35 reviews) | 8.9 (157 reviews) | Not enough data | 
| **Extensibility** | 8.7 (33 reviews) | 8.7 (142 reviews) | Not enough data | 

#### Processes

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Pipeline Control** | 9.1 (35 reviews) | 9.0 (163 reviews) | Not enough data | 
| **Workflow Visualization** | 8.9 (32 reviews) | 8.5 (144 reviews) | Not enough data | 
| **Continuous Deployment** | 9.4 (33 reviews) | 9.0 (163 reviews) | Not enough data | 

### Continuous Integration

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 8.1/10 | 250 |
| **Harness Platform** | 8.5/10 | 14 |

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Integrations** | Not enough data | 8.9 (230 reviews) ✓ Verified | 8.6 (14 reviews) | 
| **Extensibility** | Not enough data | 8.6 (210 reviews) ✓ Verified | 8.7 (14 reviews) | 
| **Test Customization** | Not enough data | 8.4 (204 reviews) ✓ Verified | 8.0 (14 reviews) | 

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Automation** | Not enough data | 8.9 (220 reviews) ✓ Verified | 8.8 (14 reviews) | 
| **Processes and Workflow** | Not enough data | 8.8 (218 reviews) ✓ Verified | 8.8 (13 reviews) | 
| **Reporting** | Not enough data | 8.4 (199 reviews) ✓ Verified | 8.2 (14 reviews) | 

#### Agentic AI - Continuous Integration

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (12 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 7.8 (13 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.4 (11 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.1 (11 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.6 (11 reviews) | Feature Not Available | 

### Secure Code Review

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 8.5/10 | 133 |
| **Harness Platform** | N/A | N/A |

#### Documentation

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Feedback** | Not enough data | 8.8 (117 reviews) | Not enough data | 
| **Prioritization** | Not enough data | 8.6 (112 reviews) | Not enough data | 
| **Remediation Suggestions** | Not enough data | 8.4 (112 reviews) | Not enough data | 

#### Security

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **False Positives** | Not enough data | 8.0 (101 reviews) | Not enough data | 
| **Custom Compliance** | Not enough data | 8.4 (101 reviews) | Not enough data | 
| **Agility** | Not enough data | 9.0 (110 reviews) | Not enough data | 

### A/B Testing

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | 8.2/10 | 58 |

#### Computing

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **WYSIWYG** | Not enough data | Not enough data | 9.1 (25 reviews) | 
| **AI/Machine Learning** | Not enough data | Not enough data | 6.4 (28 reviews) | 
| **Little to No Coding** | Not enough data | Not enough data | 8.3 (45 reviews) | 

#### Experimental Design

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Multivariate testing capacities** | Not enough data | Not enough data | 8.8 (41 reviews) | 
| **Concurrent Testing** | Not enough data | Not enough data | 8.8 (40 reviews) | 
| **Mobile Testing** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **AI Assisted Testing** | Not enough data | Not enough data | Not enough data | 
| **AI Generated Variations** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | 8.0 (33 reviews) | 
| **Heatmaps** | Not enough data | Not enough data | 7.7 (27 reviews) | 

#### Agentic AI - A/B Testing

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Feature Not Available | 

### Database DevOps Software

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Change validation** | Not enough data | Not enough data | Not enough data | 
| **Version control** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Visibility** | Not enough data | Not enough data | Not enough data | 
| **Rollbacks** | Not enough data | Not enough data | Not enough data | 
| **Post-deployment validation** | Not enough data | Not enough data | Not enough data | 

### Automation Testing

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality 

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Test Feedback** | Not enough data | Not enough data | Not enough data | 
| **Test History** | Not enough data | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | Not enough data | 
| **Test Variety** | Not enough data | Not enough data | Not enough data | 

#### Automation

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Organization** | Not enough data | Not enough data | Not enough data | 
| **Reliability** | Not enough data | Not enough data | Not enough data | 
| **Thoroughness** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Automation Testing

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### AI Code Generation

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Accuracy** | Not enough data | Not enough data | Not enough data | 
| **Input processing** | Not enough data | Not enough data | Not enough data | 
| **Interface** | Not enough data | Not enough data | Not enough data | 
| **Code quality** | Not enough data | Not enough data | Not enough data | 

#### Support

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Community** | Not enough data | Not enough data | Not enough data | 
| **Update schedule** | Not enough data | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - AI Code Generation

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Internal Developer Platforms

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Simplification - Internal Developer Platform

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Self-Service** | Not enough data | Not enough data | Not enough data | 
| **Utilization** | Not enough data | Not enough data | Not enough data | 
| **Streamlining** | Not enough data | Not enough data | Not enough data | 

#### Automation - Internal Developer Platform

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure** | Not enough data | Not enough data | Not enough data | 

### AI Coding Assistants

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality - AI Coding Assistants

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Contextual Relevance** | Not enough data | Not enough data | Not enough data | 
| **Code Optimization** | Not enough data | Not enough data | Not enough data | 
| **Proactive Error Detection** | Not enough data | Not enough data | Feature Not Available | 

#### Usability - AI Coding Assistants

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Collaboration** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Speed** | Not enough data | Not enough data | Not enough data | 
| **Interface** | Not enough data | Not enough data | Not enough data | 

### Software Testing

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Agentic AI - Software Testing

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### AI Software Testing Tools

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### AI Test Generation & Authoring

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **UI-Based Test Generation** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Test Creation** | Not enough data | Not enough data | Not enough data | 
| **Test Coverage Suggestions** | Not enough data | Not enough data | Not enough data | 

#### Test Maintenance & Resilience 

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Self-healing** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Element Locators** | Not enough data | Not enough data | Not enough data | 
| **AI-Powered Test Maintenance** | Not enough data | Not enough data | Not enough data | 

#### Execution & Analytics

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Intelligent Reporting** | Not enough data | Not enough data | Not enough data | 
| **Visual Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 

### AI SRE Tools

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Reliability Objectives & Service Operations - AI SRE Tools

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Intelligent On-Call Workflows** | Not enough data | Not enough data | Not enough data | 
| **Error Budget Tracking** | Not enough data | Not enough data | Not enough data | 
| **SLI & SLO Management** | Not enough data | Not enough data | Not enough data | 
| **Service Health Modeling & Reporting** | Not enough data | Not enough data | Not enough data | 

#### AI Detection & Signal Quality - AI SRE Tools

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | 
| **Change-Aware Detection** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **Alert Correlation & Noise Reduction** | Not enough data | Not enough data | Not enough data | 

#### Investigation & Root Cause Analysis - AI SRE Tools

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Guided Incident Investigation** | Not enough data | Not enough data | Not enough data | 
| **Live Debugging in Production** | Not enough data | Not enough data | Not enough data | 
| **AI Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 
| **Runtime-Verified Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 

#### Automation & Platform Controls - AI SRE Tools

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Automated Runbook & Workflow Execution** | Not enough data | Not enough data | Not enough data | 
| **Human-in-the-Loop Remediation** | Not enough data | Not enough data | Not enough data | 
| **Integration, APIs & Secure Access Controls** | Not enough data | Not enough data | Not enough data | 
| **AI-Assisted Code Fix Generation** | Not enough data | Not enough data | Not enough data | 

### Value Stream Management

| Product | Score | Reviews |
|---|---|---|
| **Azure Pipelines** | N/A | N/A |
| **GitLab** | 8.8/10 | 49 |
| **Harness Platform** | N/A | N/A |

#### Value Analysis

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Metric Relevance** | Not enough data | 8.9 (40 reviews) | Not enough data | 
| **Insight** | Not enough data | 8.7 (41 reviews) | Not enough data | 
| **Impact Predictions** | Not enough data | 8.6 (36 reviews) | Not enough data | 
| **Report Generation** | Not enough data | 8.9 (38 reviews) | Not enough data | 

#### Value Management

| Feature | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Planning Tools** | Not enough data | 9.0 (39 reviews) | Not enough data | 
| **Communication Tools** | Not enough data | 8.7 (42 reviews) | Not enough data | 
| **Control** | Not enough data | 8.9 (40 reviews) | Not enough data | 

---
## Categories
**Shared Categories (2):** [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [Continuous Delivery Tools](https://www.g2.com/categories/continuous-delivery-tools)

**Unique to Azure Pipelines (2):** [Application Release Orchestration (ARO) Tools](https://www.g2.com/categories/application-release-orchestration), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps)

**Unique to GitLab (12):** [Secure Code Review Software](https://www.g2.com/categories/secure-code-review), [Value Stream Management Software](https://www.g2.com/categories/value-stream-management), [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [Cloud Infrastructure Automation Software](https://www.g2.com/categories/cloud-infrastructure-automation), [Dynamic Application Security Testing (DAST) Software](https://www.g2.com/categories/dynamic-application-security-testing-dast), [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast), [Application Release Orchestration (ARO) Tools](https://www.g2.com/categories/application-release-orchestration), [Version Control Hosting Software](https://www.g2.com/categories/version-control-hosting), [Peer Code Review Software](https://www.g2.com/categories/peer-code-review), [Bug Tracking Software](https://www.g2.com/categories/bug-tracking), [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration), [AI Code Generation Software](https://www.g2.com/categories/ai-code-generation)

**Unique to Harness Platform (22):** [AI Coding Assistants Software](https://www.g2.com/categories/ai-coding-assistants), [Repository Management Software](https://www.g2.com/categories/repository-management), [A/B Testing Tools](https://www.g2.com/categories/a-b-testing-tools), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Value Stream Management Software](https://www.g2.com/categories/value-stream-management), [Incident Management Software](https://www.g2.com/categories/incident-management), [Software Testing Tools](https://www.g2.com/categories/software-testing), [Container Registry Software](https://www.g2.com/categories/container-registry), [Cloud Infrastructure Automation Software](https://www.g2.com/categories/cloud-infrastructure-automation), [Version Control Software](https://www.g2.com/categories/version-control-software), [Automation Testing Tools](https://www.g2.com/categories/automation-testing-tools), [Configuration Management Tools](https://www.g2.com/categories/configuration-management), [Internal Developer Platforms](https://www.g2.com/categories/internal-developer-platforms), [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [ Database DevOps Software](https://www.g2.com/categories/database-devops-software), [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration), [Peer Code Review Software](https://www.g2.com/categories/peer-code-review), [Feature Management Software](https://www.g2.com/categories/feature-management), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools), [Build Automation Software](https://www.g2.com/categories/build-automation), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Azure Pipelines | GitLab | Harness Platform | 
|---|---|---|---|
| **Small-Business** | 28.5% | 36.9% | 18.8% | 
| **Mid-Market** | 33.2% | 36.6% | 39.9% | 
| **Enterprise** | 38.3% | 26.5% | 41.3% | 

### By Industry

#### Azure Pipelines

- **Information Technology and Services:** 29.2%
- **Computer Software:** 24.7%
- **Financial Services:** 5.1%
- **Internet:** 2.2%
- **Airlines/Aviation:** 2.0%
- **Education Management:** 2.0%
- **Hospital & Health Care:** 2.0%
- **Marketing and Advertising:** 2.0%
- **Banking:** 1.7%
- **Management Consulting:** 1.7%
- **Other:** 27.5%

#### GitLab

- **Computer Software:** 33.3%
- **Information Technology and Services:** 24.5%
- **Internet:** 3.9%
- **Financial Services:** 3.4%
- **Telecommunications:** 2.4%
- **Computer & Network Security:** 2.2%
- **Marketing and Advertising:** 1.9%
- **Banking:** 1.8%
- **Retail:** 1.8%
- **Program Development:** 1.6%
- **Other:** 23.1%

#### Harness Platform

- **Computer Software:** 27.7%
- **Financial Services:** 14.0%
- **Information Technology and Services:** 10.7%
- **Banking:** 3.7%
- **Automotive:** 2.6%
- **Retail:** 2.6%
- **Hospital & Health Care:** 2.6%
- **Computer & Network Security:** 2.6%
- **Health, Wellness and Fitness:** 2.6%
- **Internet:** 2.2%
- **Other:** 28.8%

---
## Alternatives

### Alternatives to Azure Pipelines

- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Octopus Deploy](https://www.g2.com/products/octopus-deploy/reviews) — 4.4/5 stars (58 reviews)
- [CircleCI](https://www.g2.com/products/circleci/reviews) — 4.4/5 stars (509 reviews)
- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2366 reviews)
- [Copado DevOps](https://www.g2.com/products/copado-devops/reviews) — 4.4/5 stars (329 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (567 reviews)
- [CloudBees](https://www.g2.com/products/cloudbees/reviews) — 4.4/5 stars (622 reviews)
- [AWS Amplify](https://www.g2.com/products/aws-amplify/reviews) — 4.2/5 stars (99 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4006 reviews)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (742 reviews)

### Alternatives to GitLab

- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2366 reviews)
- [CloudBees](https://www.g2.com/products/cloudbees/reviews) — 4.4/5 stars (622 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (567 reviews)
- [CircleCI](https://www.g2.com/products/circleci/reviews) — 4.4/5 stars (509 reviews)
- [Copado DevOps](https://www.g2.com/products/copado-devops/reviews) — 4.4/5 stars (329 reviews)
- [Azure DevOps Server](https://www.g2.com/products/azure-devops-server/reviews) — 4.2/5 stars (198 reviews)
- [Bitbucket](https://www.g2.com/products/bitbucket/reviews) — 4.4/5 stars (1012 reviews)
- [SonarQube](https://www.g2.com/products/sonarqube/reviews) — 4.4/5 stars (144 reviews)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (742 reviews)

### Alternatives to Harness Platform

- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2366 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (567 reviews)
- [CloudBees](https://www.g2.com/products/cloudbees/reviews) — 4.4/5 stars (622 reviews)
- [CircleCI](https://www.g2.com/products/circleci/reviews) — 4.4/5 stars (509 reviews)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (742 reviews)
- [Jellyfish](https://www.g2.com/products/jellyfish-2025-10-22/reviews) — 4.5/5 stars (428 reviews)
- [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) — 4.2/5 stars (411 reviews)
- [Panaya Smart Testing and Change Intelligence](https://www.g2.com/products/panaya-smart-testing-and-change-intelligence/reviews) — 4.4/5 stars (538 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (813 reviews)

---
## Top Discussions

### Azure Pipelines

- Title: [What is Vsts used for?](https://www.g2.com/discussions/what-is-vsts-used-for) — 2 comments
  > **Top comment:** "We used it to store our project details in. For communication and sending texts ."
- Title: [Is Visual Studio Team services free?](https://www.g2.com/discussions/is-visual-studio-team-services-free) — 1 comment
  > **Top comment:** "As we know, a user who has Microsoft account can join VSTS by simply entering the credentials, if don't have then you can create and sign in the VSTS for..."
- Title: [Can Visual Studio Team Services be used to host npm packages?](https://www.g2.com/discussions/51447-can-visual-studio-team-services-be-used-to-host-npm-packages) — 1 comment, 1 upvote
  > **Top comment:** "Well, Before you go through the trouble of setting up a private package server to host your Nuget, NPM, Maven or Gradle feeds, consider using Visual Studio..."

### GitLab

- Title: [Is GitLab paid?](https://www.g2.com/discussions/is-gitlab-paid) — 5 comments, 2 upvotes
  > **Top comment:** "Yes, Gitlab is paid as  it provides the flexibility to use all the features of the GitHub and Git as well as the freedom to use your own DataBase so that you..."
- Title: [Is GitLab free software?](https://www.g2.com/discussions/is-gitlab-free-software) — 4 comments, 1 upvote
  > **Top comment:** "Yes most of the functinalities are"
- Title: [What is GitLab used for?](https://www.g2.com/discussions/what-is-gitlab-used-for) — 2 comments
  > **Top comment:** "It is an alternative to GitHub or BitBucket, it handles code versioning and also deployments among other things"
- Title: [What can GitLab do?](https://www.g2.com/discussions/what-can-gitlab-do) — 2 comments
  > **Top comment:** "Gitlab can keep your source on cloud, It can run continuous deployment, continuous integration pipelines, It can even track issues."
- Title: [Why does GitLab Server goes down?](https://www.g2.com/discussions/why-does-gitlab-server-goes-down) — 2 comments, 1 upvote
  > **Top comment:** "-We determine if the GitLab server is returning an error message that indicates some sort of problem. These types of errors generally mean that a visitor --..."

### Harness Platform

- Title: [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) — 1 comment
  > **Top comment:** "Harness Continuous Delivery and GitOps provides a path to production for software changes. It integrates with CI tools and repos (or you can use the built-in..."
- Title: [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) — 1 comment *(includes official response)*
  > **Top comment:** "Harness is a modern, cloud-native platform for software delivery made smarter by AI embedded throughout. For CD specifically, Harness can pick up builds from..."
- Title: [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) — 1 comment *(includes official response)*
  > **Top comment:** "Split’s high-performance, streaming architecture pushes flag and experiment changes via CDN to our SDKs in milliseconds. 
Read more about Split's Approach..."
- Title: [Is drone IO open source?](https://www.g2.com/discussions/is-drone-io-open-source) — 1 comment
  > **Top comment:** "Yes. Drone is open source under the Blue Oak license.
GitHub for it is here:
https://github.com/drone/drone-ui"
- Title: [What is harness in cloud computing?](https://www.g2.com/discussions/what-is-harness-in-cloud-computing) — 1 comment *(includes official response)*
  > **Top comment:** "Harness is a software delivery platform that works very well for cloud applications. OOTB options around canary, blue-green and rolling deployments help your..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/azure-pipelines-vs-gitlab-vs-harness-platform)