# CAST Highlight, CAST Imaging vs GitLab Comparison

| | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 91 | 34 | 896 | 
| **Largest Market Segment** | Enterprise (59.8% of reviews) | Enterprise (52.9% of reviews) | Small-Business (36.9% of reviews) | 
| **Entry Level Price** | Starting at $44,000.00 Per Year | Starting at $10,200.00 1 Application Per Year | No pricing available | 

---
## Top Pros & Cons

### CAST Highlight

Pros:
- Ease of Use (8 reviews)
- Easy Setup (4 reviews)

Cons:
- Complex Navigation (1 reviews)
- Dashboard Issues (1 reviews)

### CAST Imaging

**Not enough data**

### GitLab

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

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

---
## Ratings Comparison
| Rating | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (62 reviews) | 8.6 (29 reviews) | 9.1 (682 reviews) | 
  | **Ease of Use** | 8.7 (64 reviews) | 8.1 (29 reviews) | 8.7 (686 reviews) | 
  | **Ease of Setup** | 9.0 (52 reviews) | 7.0 (25 reviews) | 8.7 (245 reviews) | 
  | **Ease of Admin** | 8.8 (48 reviews) | 7.5 (18 reviews) | 8.6 (173 reviews) | 
  | **Quality of Support** | 9.1 (58 reviews) | 8.8 (28 reviews) | 8.5 (543 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.2 (47 reviews) | 8.4 (19 reviews) | 8.8 (148 reviews) | 
  | **Product Direction (% positive)** | 9.2 (59 reviews) | 8.3 (28 reviews) | 8.8 (647 reviews) | 

---
## Pricing

### CAST Highlight

#### Entry-Level Pricing

Plan: Complete Edition

Price: Starting at $44,000.00 Per Year

Description: Annual SaaS subscription that includes ALL insights priced based on the size of the application portfolio (max # of apps).

Key Features:
- Application Portfolio Core Insights
- Cloud Insights
- SCA Insights

[Browse all 4 editions](https://www.g2.com/products/cast-highlight/pricing)

#### Free Trial

Yes

### CAST Imaging

#### Entry-Level Pricing

Plan: CAST Imaging

Price: Starting at $10,200.00 1 Application Per Year

Description: The most advanced MRI for software. Deploy CAST Imaging and its MCP server on your premises and analyze applications of any size.

Key Features:
- Widest technology support for analysis: Java/JEE, .NET, C#, web, Node.js, COBOL, JCL, CICS, RDBMS, NoSQL, Go, Python, C/C++, ABAP, Fortran, PeopleSoft, Oracle Forms, and more
- Application map with intuitive navigation
- Transaction paths & data access graphs

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

#### Free Trial

Yes

### GitLab

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.7/10 | 147 |

#### Administration

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Configuration Management** | Not enough data | Not enough data | 8.7 (125 reviews) | 
| **Access Control** | Not enough data | Not enough data | 8.9 (131 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.6 (125 reviews) | 

#### Functionality

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Deployment Automation** | Not enough data | Not enough data | 9.0 (132 reviews) | 
| **Process Analytics** | Not enough data | Not enough data | 8.5 (115 reviews) | 
| **Plugins** | Not enough data | Not enough data | 8.5 (109 reviews) | 
| **APIs / Integrations** | Not enough data | Not enough data | 8.7 (114 reviews) | 
| **Feature Flags** | Not enough data | Not enough data | 8.6 (103 reviews) | 

#### Processes

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Pipelines** | Not enough data | Not enough data | 9.1 (135 reviews) | 
| **Orchestration** | Not enough data | Not enough data | 9.0 (122 reviews) | 
| **Workflow Visualization** | Not enough data | Not enough data | 8.7 (122 reviews) | 

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 9.0/10 | 38 |

#### Administration

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 9.3 (34 reviews) | 
| **Extensibility** | Not enough data | Not enough data | 9.0 (29 reviews) | 

#### Analysis

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | 8.8 (28 reviews) | 
| **Issue Tracking** | Not enough data | Not enough data | 9.1 (30 reviews) | 
| **Static Code Analysis** | Not enough data | Not enough data | 9.2 (28 reviews) | 
| **Code Analysis** | Not enough data | Not enough data | 8.9 (28 reviews) | 

#### Testing

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

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

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Dynamic Application Security Testing (DAST)

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 9.0/10 | 27 |

#### Administration

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 9.2 (25 reviews) | 
| **Extensibility** | Not enough data | Not enough data | 8.9 (24 reviews) | 

#### Analysis

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | 8.5 (24 reviews) | 
| **Issue Tracking** | Not enough data | Not enough data | 9.2 (24 reviews) | 
| **Static Code Analysis** | Not enough data | Not enough data | 8.8 (24 reviews) | 
| **Vulnerability Scan** | Not enough data | Not enough data | 8.9 (24 reviews) | 
| **Code Analysis** | Not enough data | Not enough data | 9.0 (24 reviews) | 

#### Testing

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

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.8/10 | 92 |

#### Administration 

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Administration Console** | Not enough data | Not enough data | 8.7 (77 reviews) | 
| **Task Management** | Not enough data | Not enough data | 8.7 (78 reviews) | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.7 (75 reviews) | 
| **Access Control** | Not enough data | Not enough data | 8.8 (81 reviews) | 

#### Automation

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Test Automation** | Not enough data | Not enough data | 8.9 (79 reviews) | 
| **Intelligent Automation** | Not enough data | Not enough data | 8.4 (72 reviews) | 
| **Release Automation** | Not enough data | Not enough data | 9.0 (80 reviews) | 
| **Automated Provisioning** | Not enough data | Not enough data | 8.7 (73 reviews) | 

#### IT Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Workflow Management** | Not enough data | Not enough data | 8.7 (75 reviews) | 
| **Infrastructure Management** | Not enough data | Not enough data | 8.9 (74 reviews) | 
| **IT Discovery** | Not enough data | Not enough data | 8.6 (71 reviews) | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.3/10 | 251 |

#### Functionality

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Deployment-Ready Staging** | Not enough data | Not enough data | 8.8 (220 reviews) | 
| **Integration** | Not enough data | Not enough data | 9.0 (225 reviews) | 
| **Extensible** | Not enough data | Not enough data | 8.7 (205 reviews) | 

#### Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Processes and Workflow** | Not enough data | Not enough data | 8.8 (208 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.3 (194 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.9 (217 reviews) | 

#### Agentic AI - Continuous Delivery

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

### Bug Tracking

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.5/10 | 169 |

#### Bug Reporting

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **User Reports & Feedback** | Not enough data | Not enough data | 8.6 (139 reviews) | 
| **Tester Reports & Feedback** | Not enough data | Not enough data | 8.5 (134 reviews) | 
| **Team Reports & Comments** | Not enough data | Not enough data | 8.6 (142 reviews) | 

#### Bug Monitoring

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Analytics** | Not enough data | Not enough data | 8.5 (139 reviews) | 
| **Bug History** | Not enough data | Not enough data | 8.8 (147 reviews) | 
| **Data Retention** | Not enough data | Not enough data | 8.8 (136 reviews) | 

#### Agentic AI - Bug Tracking

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | 8.3 (9 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.1 (9 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.3 (8 reviews) | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | 8.6/10 | 30 |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.9/10 | 78 |

#### Functionality - Software Composition Analysis 

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Language Support** | 8.5 (29 reviews) | Not enough data | 8.7 (66 reviews) | 
| **Integration** | 8.5 (27 reviews) | Not enough data | 8.8 (72 reviews) | 
| **Transparency** | 8.8 (28 reviews) | Not enough data | 8.7 (67 reviews) | 

#### Effectiveness - Software Composition Analysis

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Remediation Suggestions** | 8.8 (26 reviews) | Not enough data | 8.8 (64 reviews) | 
| **Continuous Monitoring** | 8.5 (24 reviews) | Not enough data | 9.0 (64 reviews) | 
| **Thorough Detection** | 8.6 (27 reviews) | Not enough data | 9.0 (62 reviews) | 

### Cloud Migration Assessment Tools

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | 8.1/10 | 40 |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Assessment 

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **IT Infrastructure** | 8.0 (32 reviews) | Not enough data | Not enough data | 
| **Cost Benefit** | 7.9 (32 reviews) | Not enough data | Not enough data | 
| **Applications** | 8.5 (36 reviews) | Not enough data | Not enough data | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.8/10 | 184 |

#### Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Configuration Management** | Not enough data | Not enough data | 8.8 (150 reviews) | 
| **Access Control** | Not enough data | Not enough data | 8.8 (152 reviews) | 
| **Orchestration** | Not enough data | Not enough data | 8.5 (139 reviews) | 

#### Functionality

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | 8.8 (160 reviews) | 
| **Integrations** | Not enough data | Not enough data | 8.9 (158 reviews) | 
| **Extensibility** | Not enough data | Not enough data | 8.7 (142 reviews) | 

#### Processes

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Pipeline Control** | Not enough data | Not enough data | 9.0 (164 reviews) | 
| **Workflow Visualization** | Not enough data | Not enough data | 8.5 (144 reviews) | 
| **Continuous Deployment** | Not enough data | Not enough data | 9.0 (163 reviews) | 

### Continuous Integration

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.1/10 | 250 |

#### Functionality

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Integrations** | Not enough data | Not enough data | 8.9 (230 reviews) ✓ Verified | 
| **Extensibility** | Not enough data | Not enough data | 8.6 (210 reviews) ✓ Verified | 
| **Test Customization** | Not enough data | Not enough data | 8.4 (204 reviews) ✓ Verified | 

#### Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | 8.9 (220 reviews) ✓ Verified | 
| **Processes and Workflow** | Not enough data | Not enough data | 8.8 (218 reviews) ✓ Verified | 
| **Reporting** | Not enough data | Not enough data | 8.4 (199 reviews) ✓ Verified | 

#### Agentic AI - Continuous Integration

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

### Secure Code Review

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.5/10 | 133 |

#### Documentation

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Feedback** | Not enough data | Not enough data | 8.8 (117 reviews) | 
| **Prioritization** | Not enough data | Not enough data | 8.6 (112 reviews) | 
| **Remediation Suggestions** | Not enough data | Not enough data | 8.4 (112 reviews) | 

#### Security

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **False Positives** | Not enough data | Not enough data | 8.0 (101 reviews) | 
| **Custom Compliance** | Not enough data | Not enough data | 8.4 (101 reviews) | 
| **Agility** | Not enough data | Not enough data | 9.0 (110 reviews) | 

### AI Code Generation

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Functionality

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **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 | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **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 | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **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 | 

### Software Bill of Materials (SBOM)

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Functionality - Software Bill of Materials (SBOM)

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Format Support** | Not enough data | Not enough data | Not enough data | 
| **Annotations** | Not enough data | Not enough data | Not enough data | 
| **Attestation** | Not enough data | Not enough data | Not enough data | 

#### Management - Software Bill of Materials (SBOM)

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **User Provisioning** | Not enough data | Not enough data | Not enough data | 

### Software Intelligence Platforms

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | 9.2/10 | 7 |
| **CAST Imaging** | 8.5/10 | 13 |
| **GitLab** | N/A | N/A |

#### Analytics - Software Intelligence Platforms

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Visualization** | 9.8 (7 reviews) | 8.2 (13 reviews) | Not enough data | 
| **Technical Debt Identification** | 9.8 (7 reviews) | 8.2 (12 reviews) | Not enough data | 
| **Codebase Health Metrics** | 9.0 (7 reviews) | 8.3 (12 reviews) | Not enough data | 
| **Actionable Insights** | 9.5 (7 reviews) | 8.2 (12 reviews) | Not enough data | 

#### Usability - Software Intelligence Platforms

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Querying** | 8.8 (7 reviews) | 8.3 (12 reviews) | Not enough data | 
| **Integrations** | 8.3 (7 reviews) | 8.6 (13 reviews) | Not enough data | 
| **UI** | 9.5 (7 reviews) | 8.1 (13 reviews) | Not enough data | 

### Strategic Portfolio Management

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Strategic Planning - Strategic Portfolio Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Objectives** | Not enough data | Not enough data | Not enough data | 
| **Roadmaps** | Not enough data | Not enough data | Not enough data | 
| **Demand management** | Not enough data | Not enough data | Not enough data | 
| **Resource Planning** | Not enough data | Not enough data | Not enough data | 
| **Planning** | Not enough data | Not enough data | Not enough data | 
| **Simulation** | Not enough data | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | Not enough data | 
| **Alignment** | Not enough data | Not enough data | Not enough data | 

#### Strategic Management - Strategic Portfolio Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Visiblity** | Not enough data | Not enough data | Not enough data | 
| **Tracking** | Not enough data | Not enough data | Not enough data | 
| **Risk Management** | Not enough data | Not enough data | Not enough data | 
| **Implementation** | Not enough data | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | Not enough data | 
| **Optimization** | Not enough data | Not enough data | Not enough data | 
| **Strategy Model** | Not enough data | Not enough data | Not enough data | 
| **Frameworks** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis - Strategic Portfolio Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **ESG Impact** | Not enough data | Not enough data | Not enough data | 
| **Financial Performance** | Not enough data | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | Not enough data | 

#### Artificial Intelligence - Strategic Portfolio Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Process Intelligence** | Not enough data | Not enough data | Not enough data | 
| **Predictive Insights** | Not enough data | Not enough data | Not enough data | 
| **Virtual Agents** | Not enough data | Not enough data | Not enough data | 

### Static Code Analysis

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Agentic AI - Static Code Analysis

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **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 | 

### Application Portfolio Management

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Agentic AI - Application Portfolio Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **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 | 

### Value Stream Management

| Product | Score | Reviews |
|---|---|---|
| **CAST Highlight** | N/A | N/A |
| **CAST Imaging** | N/A | N/A |
| **GitLab** | 8.8/10 | 49 |

#### Value Analysis

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Metric Relevance** | Not enough data | Not enough data | 8.9 (40 reviews) | 
| **Insight** | Not enough data | Not enough data | 8.7 (41 reviews) | 
| **Impact Predictions** | Not enough data | Not enough data | 8.6 (36 reviews) | 
| **Report Generation** | Not enough data | Not enough data | 8.9 (38 reviews) | 

#### Value Management

| Feature | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Planning Tools** | Not enough data | Not enough data | 9.0 (39 reviews) | 
| **Communication Tools** | Not enough data | Not enough data | 8.7 (42 reviews) | 
| **Control** | Not enough data | Not enough data | 8.9 (40 reviews) | 

---
## Categories

**Unique to CAST Highlight (6):** [Strategic Portfolio Management Software](https://www.g2.com/categories/strategic-portfolio-management), [Application Portfolio Management Software](https://www.g2.com/categories/application-portfolio-management), [Software Intelligence Platforms Software](https://www.g2.com/categories/software-intelligence-platforms), [Cloud Migration Assessment Tools](https://www.g2.com/categories/cloud-migration-assessment-tools), [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [Software Bill of Materials (SBOM) Software](https://www.g2.com/categories/software-bill-of-materials-sbom)

**Unique to CAST Imaging (2):** [Software Intelligence Platforms Software](https://www.g2.com/categories/software-intelligence-platforms), [Static Code Analysis Tools](https://www.g2.com/categories/static-code-analysis)

**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)


---
## Reviewer Demographics

### By Company Size

| Segment | CAST Highlight | CAST Imaging | GitLab | 
|---|---|---|---|
| **Small-Business** | 25.6% | 29.4% | 36.9% | 
| **Mid-Market** | 14.6% | 17.6% | 36.5% | 
| **Enterprise** | 59.8% | 52.9% | 26.6% | 

### By Industry

#### CAST Highlight

- **Information Technology and Services:** 25.6%
- **Computer Software:** 18.3%
- **Financial Services:** 8.5%
- **Consulting:** 4.9%
- **Management Consulting:** 4.9%
- **Telecommunications:** 3.7%
- **Automotive:** 3.7%
- **Banking:** 3.7%
- **Government Administration:** 3.7%
- **Accounting:** 2.4%
- **Other:** 20.7%

#### CAST Imaging

- **Information Technology and Services:** 29.4%
- **Financial Services:** 14.7%
- **Computer Software:** 11.8%
- **Consulting:** 5.9%
- **Telecommunications:** 5.9%
- **Government Administration:** 5.9%
- **Wholesale:** 2.9%
- **Retail:** 2.9%
- **Public Policy:** 2.9%
- **Logistics and Supply Chain:** 2.9%
- **Other:** 14.7%

#### 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:** 1.9%
- **Retail:** 1.8%
- **Program Development:** 1.6%
- **Other:** 23.1%

---
## Alternatives

### Alternatives to CAST Highlight

- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2366 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (813 reviews)
- [GanttPRO](https://www.g2.com/products/ganttpro-ganttpro/reviews) — 4.8/5 stars (583 reviews)
- [Profit.co](https://www.g2.com/products/profit-co/reviews) — 4.7/5 stars (491 reviews)
- [Oracle Primavera](https://www.g2.com/products/oracle-primavera/reviews) — 4.4/5 stars (387 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (314 reviews)
- [ServiceNow Strategic Portfolio Management](https://www.g2.com/products/servicenow-strategic-portfolio-management/reviews) — 4.1/5 stars (272 reviews)
- [Cascade](https://www.g2.com/products/cascade-strategy-cascade/reviews) — 4.7/5 stars (251 reviews)
- [IBM Targetprocess](https://www.g2.com/products/ibm-targetprocess/reviews) — 4.3/5 stars (243 reviews)
- [SAP LeanIX](https://www.g2.com/products/sap-leanix/reviews) — 4.5/5 stars (191 reviews)

### Alternatives to CAST Imaging

- [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) — 4.7/5 stars (292 reviews)
- [OpsPilot](https://www.g2.com/products/opspilot/reviews) — 4.8/5 stars (180 reviews)
- [SonarQube](https://www.g2.com/products/sonarqube/reviews) — 4.4/5 stars (146 reviews)
- [Typo](https://www.g2.com/products/typo/reviews) — 4.6/5 stars (152 reviews)
- [Mend.io](https://www.g2.com/products/mend-io/reviews) — 4.3/5 stars (112 reviews)
- [ReSharper](https://www.g2.com/products/resharper/reviews) — 4.5/5 stars (84 reviews)
- [Semmle](https://www.g2.com/products/semmle/reviews) — 4.4/5 stars (76 reviews)
- [Invicti (formerly Netsparker)](https://www.g2.com/products/invicti-formerly-netsparker/reviews) — 4.6/5 stars (69 reviews)
- [Semgrep](https://www.g2.com/products/semgrep/reviews) — 4.6/5 stars (55 reviews)
- [Coverity](https://www.g2.com/products/coverity/reviews) — 4.2/5 stars (55 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)
- [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 (567 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 (1012 reviews)

---
## Top Discussions

### CAST Highlight

- Title: [What is cast imaging?](https://www.g2.com/discussions/what-is-cast-imaging) — 1 comment
  > **Top comment:** "CAST imaging is a code analysis tool which will provide a google type navigation of the code. help you understand the architecture of the application,..."
- Title: [What is CAST software tool?](https://www.g2.com/discussions/what-is-cast-software-tool) — 1 comment
  > **Top comment:** "CAST Highlight is a code analysis tool wherein it reads the software source code and prepares findings on the health (i.e. Agility, Resiliency and Elegance)..."
- Title: [License cost please ?](https://www.g2.com/discussions/license-cost-please) — 1 comment, 1 upvote
  > **Top comment:** "You can refer to this link to understand the pricing:
https://learn.castsoftware.com/highlight/pricing"
- Title: [What does cast highlight do?](https://www.g2.com/discussions/what-does-cast-highlight-do) — 1 comment
  > **Top comment:** "Portfolio Analysis"

### CAST Imaging

- Title: [What is CAST Imaging used for?](https://www.g2.com/discussions/what-is-cast-imaging-used-for) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "CAST Imaging is the living knowledge base about your software inner workings.
Architects & developers use it to rapidly find the answers to the tech..."

### 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 --..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/cast-highlight-vs-cast-imaging-vs-gitlab)