# GitLab, Veeam Data Platform vs CloudBees Comparison

| | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 891 | 717 | 621 | 
| **Largest Market Segment** | Small-Business (37.0% of reviews) | Mid-Market (60.3% of reviews) | Enterprise (45.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | $0.00 2000 Execution Minutes Per Month | 

---
## Top Pros & Cons

### GitLab

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

Cons:
- Complexity (20 reviews)
- Difficult Learning (19 reviews)

### Veeam Data Platform

Pros:
- Ease of Use (114 reviews)
- Backup Solutions (110 reviews)

Cons:
- Backup Issues (37 reviews)
- Expensive (36 reviews)

### CloudBees

Pros:
- Features (5 reviews)
- Reliability (5 reviews)

Cons:
- Complex Interface (2 reviews)
- Complexity (2 reviews)

---
## Ratings Comparison
| Rating | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
  | **Meets Requirements** | 9.1 (678 reviews) | 9.4 (582 reviews) | 8.9 (493 reviews) | 
  | **Ease of Use** | 8.7 (681 reviews) | 9.1 (588 reviews) | 8.6 (499 reviews) | 
  | **Ease of Setup** | 8.7 (240 reviews) | 8.8 (520 reviews) | 7.9 (234 reviews) | 
  | **Ease of Admin** | 8.6 (173 reviews) | 9.0 (502 reviews) | 8.1 (224 reviews) | 
  | **Quality of Support** | 8.5 (540 reviews) | 8.9 (548 reviews) | 8.9 (477 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (148 reviews) | 9.0 (486 reviews) | 8.5 (218 reviews) | 
  | **Product Direction (% positive)** | 8.8 (643 reviews) | 9.1 (566 reviews) | 8.5 (486 reviews) | 

---
## Pricing

### GitLab

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Veeam Data Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### CloudBees

#### Entry-Level Pricing

Plan: CloudBees Platform Free Edition

Price: $0.00 2000 Execution Minutes Per Month

Key Features:
- Up to 5 Users
- Community Support
- 1 week Log Retention

[Browse all 2 editions](https://www.g2.com/products/cloudbees/pricing)

#### Free Trial

No

---
## Features Comparison By Category

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.7/10 | 147 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | 9.3/10 | 77 |

#### Administration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Configuration Management** | 8.7 (125 reviews) | Not enough data | 9.3 (70 reviews) | 
| **Access Control** | 8.9 (131 reviews) | Not enough data | 9.4 (70 reviews) | 
| **Dashboards** | 8.6 (125 reviews) | Not enough data | 9.4 (68 reviews) | 

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Deployment Automation** | 9.0 (132 reviews) | Not enough data | 9.1 (72 reviews) | 
| **Process Analytics** | 8.5 (115 reviews) | Not enough data | 9.2 (64 reviews) | 
| **Plugins** | 8.5 (109 reviews) | Not enough data | 9.3 (70 reviews) | 
| **APIs / Integrations** | 8.7 (114 reviews) | Not enough data | 9.2 (66 reviews) | 
| **Feature Flags** | 8.6 (103 reviews) | Not enough data | 9.1 (62 reviews) | 

#### Processes

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Pipelines** | 9.1 (135 reviews) | Not enough data | 9.6 (73 reviews) | 
| **Orchestration** | 9.0 (122 reviews) | Not enough data | 9.4 (70 reviews) | 
| **Workflow Visualization** | 8.7 (122 reviews) | Not enough data | 9.3 (69 reviews) | 

### IT Resilience Orchestration Automation (ITRO)

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Administration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Administration Console** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Service Management** | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **IT Discovery** | Not enough data | Not enough data | Not enough data | 
| **Intelligent Automation** | Not enough data | Not enough data | Not enough data | 

#### Recovery

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 
| **Incident Reports** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - IT Resilience Orchestration Automation (ITRO)

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Server Backup

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | 8.7/10 | 283 |
| **CloudBees** | N/A | N/A |

#### Compatibility 

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **File Server Backup** | Not enough data | 9.5 (251 reviews) | Not enough data | 
| **Database Server Backup** | Not enough data | 9.2 (245 reviews) | Not enough data | 
| **Virtual Machines** | Not enough data | 9.6 (257 reviews) | Not enough data | 
| **Repository Models** | Not enough data | 9.1 (230 reviews) | Not enough data | 

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Continuous Backup** | Not enough data | 9.2 (226 reviews) | Not enough data | 
| **Disaster Recovery** | Not enough data | 9.3 (241 reviews) | Not enough data | 
| **Storage Capacity** | Not enough data | 9.1 (241 reviews) | Not enough data | 
| **Remote Backup** | Not enough data | 9.0 (228 reviews) | Not enough data | 
| **Activity Monitoring** | Not enough data | 8.9 (218 reviews) | Not enough data | 

#### Compliance

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Security Standards** | Not enough data | 9.1 (223 reviews) | Not enough data | 
| **Cloud Data Protection** | Not enough data | 8.7 (169 reviews) | Not enough data | 
| **Data Deduplication** | Not enough data | 8.8 (215 reviews) | Not enough data | 

#### Agentic AI - Server Backup

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (12 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.8 (12 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.0 (11 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 8.0 (11 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.6 (11 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 8.2 (11 reviews) | Not enough data | 

### Online Backup

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | 8.5/10 | 172 |
| **CloudBees** | N/A | N/A |

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Real-time Sync** | Not enough data | 8.8 (123 reviews) | Not enough data | 
| **Storage Capacity** | Not enough data | 9.1 (136 reviews) | Not enough data | 
| **Remote Backup** | Not enough data | 8.9 (132 reviews) | Not enough data | 
| **Versioning** | Not enough data | 8.9 (124 reviews) | Not enough data | 
| **Mobile Backup Application** | Not enough data | 7.5 (83 reviews) | Not enough data | 

#### Compatibility 

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Disk Backup** | Not enough data | 9.2 (144 reviews) | Not enough data | 
| **Local Backup** | Not enough data | 9.4 (142 reviews) | Not enough data | 
| **Storage Formats** | Not enough data | 9.1 (130 reviews) | Not enough data | 

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **File Sharing** | Not enough data | 8.5 (117 reviews) | Not enough data | 
| **Security Standards** | Not enough data | 9.1 (131 reviews) | Not enough data | 
| **Encrypted Storage** | Not enough data | 9.1 (128 reviews) | Not enough data | 

#### Agentic AI - Online Backup

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (8 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.9 (8 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.2 (10 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.4 (9 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.6 (9 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.6 (9 reviews) | Not enough data | 

### File Recovery

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | 9.0/10 | 226 |
| **CloudBees** | N/A | N/A |

#### Compatibility 

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **File Formats** | Not enough data | 9.2 (189 reviews) | Not enough data | 
| **Partitions** | Not enough data | Feature Not Available | Not enough data | 
| **Mobile** | Not enough data | Feature Not Available | Not enough data | 

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Backup** | Not enough data | 9.5 (211 reviews) | Not enough data | 
| **Storage** | Not enough data | 9.2 (204 reviews) | Not enough data | 
| **File Scan** | Not enough data | 8.8 (124 reviews) | Not enough data | 

#### Security 

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Encryption** | Not enough data | 9.1 (182 reviews) | Not enough data | 
| **Data Protection** | Not enough data | 9.2 (190 reviews) | Not enough data | 
| **File Deletion** | Not enough data | 8.8 (180 reviews) | Not enough data | 

#### Agentic AI - File Recovery

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.6 (7 reviews) | Not enough data | 

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.9/10 | 36 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Administration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **API / Integrations** | 9.3 (33 reviews) | Not enough data | Not enough data | 
| **Extensibility** | 9.0 (29 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Reporting and Analytics** | 8.8 (28 reviews) | Not enough data | Not enough data | 
| **Issue Tracking** | 9.0 (29 reviews) | Not enough data | Not enough data | 
| **Static Code Analysis** | 9.2 (28 reviews) | Not enough data | Not enough data | 
| **Code Analysis** | 8.9 (28 reviews) | Not enough data | Not enough data | 

#### Testing

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Command-Line Tools** | 8.8 (30 reviews) | Not enough data | Not enough data | 
| **Manual Testing** | 8.8 (27 reviews) | Not enough data | Not enough data | 
| **Test Automation** | 9.2 (29 reviews) | Not enough data | Not enough data | 
| **Compliance Testing** | 8.8 (26 reviews) | Not enough data | Not enough data | 
| **Black-Box Scanning** | 8.9 (25 reviews) | Not enough data | Not enough data | 
| **Detection Rate** | 8.5 (25 reviews) | Not enough data | Not enough data | 
| **False Positives** | 8.8 (24 reviews) | Not enough data | Not enough data | 

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

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Dynamic Application Security Testing (DAST)

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 9.0/10 | 27 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Administration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **API / Integrations** | 9.2 (25 reviews) | Not enough data | Not enough data | 
| **Extensibility** | 8.9 (24 reviews) | Not enough data | Not enough data | 

#### Analysis

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

#### Testing

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

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.8/10 | 91 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Administration 

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

#### Automation

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Test Automation** | 8.9 (79 reviews) | Not enough data | Not enough data | 
| **Intelligent Automation** | 8.4 (72 reviews) | Not enough data | Not enough data | 
| **Release Automation** | 9.0 (79 reviews) | Not enough data | Not enough data | 
| **Automated Provisioning** | 8.7 (73 reviews) | Not enough data | Not enough data | 

#### IT Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Workflow Management** | 8.7 (74 reviews) | Not enough data | Not enough data | 
| **Infrastructure Management** | 8.9 (74 reviews) | Not enough data | Not enough data | 
| **IT Discovery** | 8.6 (71 reviews) | Not enough data | Not enough data | 

### Data Loss Prevention (DLP)

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Administration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Data Management** | Not enough data | Not enough data | Not enough data | 
| **Incident Logs** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 

#### Governance

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Compliance** | Not enough data | Not enough data | Not enough data | 
| **Data Visibility** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Encryption** | Not enough data | Not enough data | Not enough data | 
| **Endpoint Intelligence** | Not enough data | Not enough data | Not enough data | 
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Breach Detection** | Not enough data | Not enough data | Not enough data | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.3/10 | 248 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | 8.9/10 | 215 |

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Deployment-Ready Staging** | 8.8 (218 reviews) | Not enough data | 9.0 (185 reviews) | 
| **Integration** | 9.0 (223 reviews) | Not enough data | 9.0 (193 reviews) | 
| **Extensible** | 8.7 (204 reviews) | Not enough data | 8.9 (186 reviews) | 

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Processes and Workflow** | 8.8 (206 reviews) | Not enough data | 8.9 (188 reviews) | 
| **Reporting** | 8.3 (194 reviews) | Not enough data | 8.6 (185 reviews) | 
| **Automation** | 8.9 (215 reviews) | Not enough data | 9.1 (192 reviews) | 

#### Agentic AI - Continuous Delivery

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

### Bug Tracking

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.5/10 | 169 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Bug Reporting

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

#### Bug Monitoring

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

#### Agentic AI - Bug Tracking

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Adaptive Learning** | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.3 (8 reviews) | Not enough data | Not enough data | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.9/10 | 78 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Functionality - Software Composition Analysis 

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Language Support** | 8.7 (66 reviews) | Not enough data | Not enough data | 
| **Integration** | 8.8 (72 reviews) | Not enough data | Not enough data | 
| **Transparency** | 8.7 (67 reviews) | Not enough data | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Remediation Suggestions** | 8.8 (64 reviews) | Not enough data | Not enough data | 
| **Continuous Monitoring** | 9.0 (64 reviews) | Not enough data | Not enough data | 
| **Thorough Detection** | 9.0 (62 reviews) | Not enough data | Not enough data | 

### Disaster Recovery

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | 8.7/10 | 177 |
| **CloudBees** | N/A | N/A |

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **On Premises Recovery** | Not enough data | 9.3 (167 reviews) | Not enough data | 
| **Cloud Recovery** | Not enough data | 8.6 (129 reviews) | Not enough data | 
| **Prior State Recovery** | Not enough data | 9.0 (147 reviews) | Not enough data | 
| **Recovery Automation** | Not enough data | 8.6 (134 reviews) | Not enough data | 
| **Replication** | Not enough data | 9.1 (148 reviews) | Not enough data | 

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Local Management** | Not enough data | 9.3 (163 reviews) | Not enough data | 
| **Infrastructure Compatibility** | Not enough data | 9.2 (162 reviews) | Not enough data | 
| **Solution Integration** | Not enough data | 8.9 (138 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | 8.8 (135 reviews) | Not enough data | 
| **RTO and RPO Management** | Not enough data | 8.7 (135 reviews) | Not enough data | 

#### Agentic AI - Disaster Recovery

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.6 (9 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 8.8 (10 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 8.8 (10 reviews) | Not enough data | 

### Risk-Based Vulnerability Management

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Risk Analysis

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Risk Scoring** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Risk-Prioritization** | Not enough data | Not enough data | Not enough data | 

#### Vulnerability Assesment

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Vulnerability Scanning** | Not enough data | Not enough data | Not enough data | 
| **Vulnerability Intelligence** | Not enough data | Not enough data | Not enough data | 
| **Contextual Data** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 

#### Automation

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Automated Remediation** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **Security Testing** | Not enough data | Not enough data | Not enough data | 
| **Test Automation** | Not enough data | Not enough data | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | 8.8/10 | 122 |
| **CloudBees** | N/A | N/A |

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.9 (99 reviews) | Not enough data | 
| **Solution Integration** | Not enough data | 8.8 (94 reviews) | Not enough data | 
| **Infrastructure Compatibility** | Not enough data | 9.2 (110 reviews) | Not enough data | 
| **Monitoring** | Not enough data | 9.1 (111 reviews) | Not enough data | 

#### Solution Provision

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **System Failover** | Not enough data | 8.8 (96 reviews) | Not enough data | 
| **Pay by Usage** | Not enough data | 7.9 (83 reviews) | Not enough data | 
| **Service Provision** | Not enough data | 8.7 (90 reviews) | Not enough data | 

### Feature Management

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | 9.1/10 | 45 |

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Flag Management** | Not enough data | Not enough data | 9.2 (41 reviews) | 
| **Rollout & Rollback Control** | Not enough data | Not enough data | 9.0 (39 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 9.1 (35 reviews) | 

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Multi-Environment Control** | Not enough data | Not enough data | 9.1 (38 reviews) | 
| **Feature Testing** | Not enough data | Not enough data | 9.2 (41 reviews) | 
| **Low-Code Interface** | Not enough data | Not enough data | 9.0 (39 reviews) | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.8/10 | 180 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | 8.6/10 | 13 |

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Configuration Management** | 8.8 (150 reviews) | Not enough data | 8.9 (11 reviews) | 
| **Access Control** | 8.8 (152 reviews) | Not enough data | 8.8 (12 reviews) | 
| **Orchestration** | 8.5 (139 reviews) | Not enough data | 8.5 (11 reviews) | 

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Automation** | 8.8 (157 reviews) | Not enough data | 8.9 (12 reviews) | 
| **Integrations** | 8.8 (155 reviews) | Not enough data | 8.0 (11 reviews) | 
| **Extensibility** | 8.6 (141 reviews) | Not enough data | 8.5 (11 reviews) | 

#### Processes

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Pipeline Control** | 9.0 (160 reviews) | Not enough data | 8.0 (11 reviews) | 
| **Workflow Visualization** | 8.5 (144 reviews) | Not enough data | 8.8 (11 reviews) | 
| **Continuous Deployment** | 9.0 (161 reviews) | Not enough data | 8.9 (11 reviews) | 

### Continuous Integration

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.1/10 | 247 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | 8.7/10 | 185 |

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Integrations** | 8.9 (228 reviews) ✓ Verified | Not enough data | 8.9 (150 reviews) ✓ Verified | 
| **Extensibility** | 8.6 (210 reviews) ✓ Verified | Not enough data | 8.8 (152 reviews) ✓ Verified | 
| **Test Customization** | 8.4 (204 reviews) ✓ Verified | Not enough data | 8.5 (145 reviews) ✓ Verified | 

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Automation** | 8.9 (217 reviews) ✓ Verified | Not enough data | 9.0 (153 reviews) ✓ Verified | 
| **Processes and Workflow** | 8.7 (215 reviews) ✓ Verified | Not enough data | 8.9 (154 reviews) ✓ Verified | 
| **Reporting** | 8.4 (199 reviews) ✓ Verified | Not enough data | 8.3 (148 reviews) ✓ Verified | 

#### Agentic AI - Continuous Integration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.3 (11 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.8 (13 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.4 (11 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.1 (11 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.6 (11 reviews) | Not enough data | Not enough data | 

### Secure Code Review

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.5/10 | 133 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Documentation

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Feedback** | 8.8 (117 reviews) | Not enough data | Not enough data | 
| **Prioritization** | 8.6 (112 reviews) | Not enough data | Not enough data | 
| **Remediation Suggestions** | 8.4 (112 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **False Positives** | 8.0 (101 reviews) | Not enough data | Not enough data | 
| **Custom Compliance** | 8.4 (101 reviews) | Not enough data | Not enough data | 
| **Agility** | 9.0 (110 reviews) | Not enough data | Not enough data | 

### Cloud File Storage

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Storage Scaling** | Not enough data | Not enough data | Not enough data | 
| **Backup Support** | Not enough data | Not enough data | Not enough data | 
| **File Security** | Not enough data | Not enough data | Not enough data | 
| **File Organization** | Not enough data | Not enough data | Not enough data | 

#### Cloud Support

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Service Support** | Not enough data | Not enough data | Not enough data | 
| **Cloud Transparency** | Not enough data | Not enough data | Not enough data | 
| **Cloud Migration Support** | Not enough data | Not enough data | Not enough data | 

#### Automation

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Intelligent Data Management** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 

### AI Code Generation

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Functionality

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **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 | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **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 | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **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 | 

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Compliance

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Access Management** | Not enough data | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | Not enough data | 

#### Security 

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | N/A | N/A |

#### Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 

### Value Stream Management

| Product | Score | Reviews |
|---|---|---|
| **GitLab** | 8.8/10 | 49 |
| **Veeam Data Platform** | N/A | N/A |
| **CloudBees** | 9.4/10 | 15 |

#### Value Analysis

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Metric Relevance** | 8.9 (40 reviews) | Not enough data | 9.6 (14 reviews) | 
| **Insight** | 8.7 (41 reviews) | Not enough data | 9.6 (14 reviews) | 
| **Impact Predictions** | 8.6 (36 reviews) | Not enough data | 9.0 (14 reviews) | 
| **Report Generation** | 8.9 (38 reviews) | Not enough data | 9.4 (14 reviews) | 

#### Value Management

| Feature | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Planning Tools** | 9.0 (39 reviews) | Not enough data | 9.6 (14 reviews) | 
| **Communication Tools** | 8.7 (42 reviews) | Not enough data | 9.2 (14 reviews) | 
| **Control** | 8.9 (40 reviews) | Not enough data | 9.3 (14 reviews) | 

---
## Categories

**Unique to GitLab (14):** [Secure Code Review Software](https://www.g2.com/categories/secure-code-review), [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [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), [Continuous Delivery Tools](https://www.g2.com/categories/continuous-delivery-tools), [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 Veeam Data Platform (8):** [Data Replication Software](https://www.g2.com/categories/data-replication), [Disaster Recovery Software](https://www.g2.com/categories/disaster-recovery), [Data Loss Prevention (DLP) Software](https://www.g2.com/categories/data-loss-prevention-dlp), [Online Backup Software](https://www.g2.com/categories/online-backup), [Server Backup Software](https://www.g2.com/categories/server-backup), [File Recovery Software](https://www.g2.com/categories/file-recovery-software), [Cloud File Storage Software](https://www.g2.com/categories/cloud-file-storage), [IT Resilience Orchestration Automation (ITRO) Software](https://www.g2.com/categories/it-resilience-orchestration-automation-itro)

**Unique to CloudBees (9):** [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [Feature Management Software](https://www.g2.com/categories/feature-management), [Value Stream Management Software](https://www.g2.com/categories/value-stream-management), [Application Release Orchestration (ARO) Tools](https://www.g2.com/categories/application-release-orchestration), [Continuous Delivery Tools](https://www.g2.com/categories/continuous-delivery-tools), [Configuration Management Tools](https://www.g2.com/categories/configuration-management), [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration), [Build Automation Software](https://www.g2.com/categories/build-automation), [Risk-Based Vulnerability Management Software](https://www.g2.com/categories/risk-based-vulnerability-management)


---
## Reviewer Demographics

### By Company Size

| Segment | GitLab | Veeam Data Platform | CloudBees | 
|---|---|---|---|
| **Small-Business** | 37.0% | 21.9% | 15.2% | 
| **Mid-Market** | 36.5% | 60.3% | 39.1% | 
| **Enterprise** | 26.5% | 17.8% | 45.7% | 

### By Industry

#### GitLab

- **Computer Software:** 33.4%
- **Information Technology and Services:** 24.4%
- **Internet:** 3.9%
- **Financial Services:** 3.4%
- **Telecommunications:** 2.4%
- **Computer & Network Security:** 2.2%
- **Marketing and Advertising:** 2.0%
- **Retail:** 1.8%
- **Banking:** 1.7%
- **Program Development:** 1.6%
- **Other:** 23.1%

#### Veeam Data Platform

- **Information Technology and Services:** 19.0%
- **Government Administration:** 3.9%
- **Computer & Network Security:** 3.8%
- **Hospital & Health Care:** 3.6%
- **Financial Services:** 3.6%
- **Primary/Secondary Education:** 3.3%
- **Manufacturing:** 2.7%
- **Computer Software:** 2.7%
- **Construction:** 2.7%
- **Higher Education:** 2.7%
- **Other:** 52.0%

#### CloudBees

- **Information Technology and Services:** 18.5%
- **Computer Software:** 13.7%
- **Financial Services:** 11.7%
- **Insurance:** 3.7%
- **Banking:** 3.4%
- **Automotive:** 3.2%
- **Telecommunications:** 2.9%
- **Internet:** 2.7%
- **Computer & Network Security:** 2.4%
- **Health, Wellness and Fitness:** 2.2%
- **Other:** 35.6%

---
## Alternatives

### Alternatives to GitLab

- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2353 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (563 reviews)
- [CircleCI](https://www.g2.com/products/circleci/reviews) — 4.4/5 stars (509 reviews)
- [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) — 4.3/5 stars (375 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 (1007 reviews)
- [SonarQube](https://www.g2.com/products/sonarqube/reviews) — 4.4/5 stars (141 reviews)

### Alternatives to Veeam Data Platform

- [Unitrends Backup and Recovery](https://www.g2.com/products/unitrends-backup-and-recovery/reviews) — 4.2/5 stars (455 reviews)
- [Cove Data Protection](https://www.g2.com/products/cove-data-protection/reviews) — 4.5/5 stars (432 reviews)
- [Arctera Backup Exec](https://www.g2.com/products/arctera-arctera-backup-exec/reviews) — 4.2/5 stars (275 reviews)
- [IBM Storage Protect](https://www.g2.com/products/ibm-storage-protect/reviews) — 4.1/5 stars (76 reviews)
- [IDrive Online and SaaS Backup, Object Storage e2](https://www.g2.com/products/idrive-online-and-saas-backup-object-storage-e2/reviews) — 4.4/5 stars (1926 reviews)
- [CyberSentriq](https://www.g2.com/products/cybersentriq/reviews) — 4.6/5 stars (391 reviews)
- [NAKIVO Backup & Replication](https://www.g2.com/products/nakivo-backup-replication/reviews) — 4.7/5 stars (352 reviews)
- [BDRShield](https://www.g2.com/products/bdrshield/reviews) — 4.3/5 stars (155 reviews)
- [Datto SIRIS](https://www.g2.com/products/kaseya-datto-siris/reviews) — 4.6/5 stars (284 reviews)
- [Arcserve UDP](https://www.g2.com/products/arcserve-arcserve-udp/reviews) — 4.2/5 stars (136 reviews)

### Alternatives to CloudBees

- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (563 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 (2353 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (732 reviews)
- [Copado DevOps](https://www.g2.com/products/copado-devops/reviews) — 4.4/5 stars (329 reviews)
- [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) — 4.3/5 stars (375 reviews)
- [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) — 4.2/5 stars (411 reviews)
- [ServiceNow IT Service Management](https://www.g2.com/products/servicenow-it-service-management/reviews) — 4.5/5 stars (1863 reviews)

---
## Top Discussions

### 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 --..."

### Veeam Data Platform

- Title: [What does Veeam Software Do?](https://www.g2.com/discussions/what-does-veeam-software-do) — 4 comments
  > **Top comment:** "Veeam Software are made for backup, replicate and store and recovery data in any way or plataform ( Cloud, On primeses )"
- Title: [What does Veeam Software Do?](https://www.g2.com/discussions/veeam-one-what-does-veeam-software-do) — 2 comments
  > **Top comment:** "Veeam is a professional solution for Data Protection, Data Backup, Data Recovery, Real time monitoring, Business Documentation and Reporting."
- Title: [Can I back up directly to Azure BLOB storage in V10](https://www.g2.com/discussions/27447-can-i-back-up-directly-to-azure-blob-storage-in-v10) — 2 comments, 1 upvote
  > **Top comment:** "I send backups to an Azure Blob via the Scale-Up Repository feature in Veeam (worked in v9 too). If you're uncertain how to do this, lean on the excellent..."
- Title: [Is a free trial available?](https://www.g2.com/discussions/is-a-free-trial-available) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, a fully-functional 30-day free trial is available and contains everything you need to get started (even if you're not currently a Veeam customer)."
- Title: [What is Automatic License Update?](https://www.g2.com/discussions/automatic-license-update) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Starting with v7 patch 4, Veeam Backup & Replication supports automatic license updates. With this feature enabled, Veeam backup server (or Veeam Backup..."

### CloudBees

- Title: [What is the best way to store passwords/credentials in a pipeline using Vault?](https://www.g2.com/discussions/35360-what-is-the-best-way-to-store-passwords-credentials-in-a-pipeline-using-vault) — 2 comments, 1 upvote
  > **Top comment:** "dfgssdfg"
- Title: [What is your long term experience with maintaining the solution?](https://www.g2.com/discussions/33738-what-is-your-long-term-experience-with-maintaining-the-solution) — 2 comments, 1 upvote
  > **Top comment:** "asdfasgAF"
- Title: [How I do I increase my performance when I ma integrating with various tools. Mostly which are on Cloud.](https://www.g2.com/discussions/31874-how-i-do-i-increase-my-performance-when-i-ma-integrating-with-various-tools-mostly-which-are-on-cloud) — 2 comments, 1 upvote
  > **Top comment:** "asdasgdfasdfasdf"
- Title: [I would like to know if we can have hierarchical view of configurations](https://www.g2.com/discussions/i-would-like-to-know-if-we-can-have-hierarchical-view-of-configurations) — 2 comments, 1 upvote
  > **Top comment:** "yes is nice"
- Title: [Is my data safe?](https://www.g2.com/discussions/is-my-data-safe-42db95b3-101c-4f69-a118-993b05d86232) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Your data is safe with us. CloudBees Rollout is GDPR, AICPA and SOC compliant. We don’t save end user data. We have secure authentication and use Amazon..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/gitlab-vs-veeam-data-platform-vs-cloudbees)