# Aikido Security, Semgrep vs GitLab Comparison

| | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 141 | 55 | 896 | 
| **Largest Market Segment** | Small-Business (78.6% of reviews) | Enterprise (46.3% of reviews) | Small-Business (36.9% of reviews) | 
| **Entry Level Price** | Free | Starting at $40.00 1 contributor Per Month | No pricing available | 

---
## Top Pros & Cons

### Aikido Security

Pros:
- Ease of Use (78 reviews)
- Security (55 reviews)

Cons:
- Missing Features (19 reviews)
- Expensive (17 reviews)

### Semgrep

Pros:
- Ease of Use (16 reviews)
- Features (14 reviews)

Cons:
- Not User-Friendly (7 reviews)
- Limited Features (6 reviews)

### GitLab

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

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

---
## Ratings Comparison
| Rating | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (125 reviews) | 8.8 (49 reviews) | 9.1 (682 reviews) | 
  | **Ease of Use** | 9.4 (126 reviews) | 9.1 (50 reviews) | 8.7 (686 reviews) | 
  | **Ease of Setup** | 9.5 (118 reviews) | 9.4 (37 reviews) | 8.7 (245 reviews) | 
  | **Ease of Admin** | 9.4 (71 reviews) | 9.1 (22 reviews) | 8.6 (173 reviews) | 
  | **Quality of Support** | 9.3 (100 reviews) | 8.8 (44 reviews) | 8.5 (543 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (65 reviews) | 9.6 (22 reviews) | 8.8 (148 reviews) | 
  | **Product Direction (% positive)** | 9.4 (124 reviews) | 9.2 (45 reviews) | 8.8 (647 reviews) | 

---
## Pricing

### Aikido Security

#### Entry-Level Pricing

Plan: Free (forever)

Price: Free

Description: For developers and curious minds

Key Features:
- Up to 2 users, 10 repos, 2 container images, 1 domain, 1 cloud account, 2 AI AutoFixes/mo & 250k protected requests/mo
- Dependency Scanning (SCA)
- SAST & AI SAST

[Browse all 12 editions](https://www.g2.com/products/aikido-security/pricing)

#### Free Trial

Yes

### Semgrep

#### Entry-Level Pricing

Plan: Semgrep Code, Supply Chain, and Secrets Detection

Price: Starting at $40.00 1 contributor Per Month

Description: Extensible AppSec for growing teams. Choose from Code (SAST), Supply Chain (SCA), and Secrets Detection to eliminate noise out of the box, streamline developer workflows, and give security teams full visibility.

Key Features:
- Choose from SAST, SCA, and Secrets Detection
- Pro Rules and cross-file analysis
- AI Assistant

[Learn more about Semgrep](https://www.g2.com/products/semgrep/reviews)

#### Free Trial

Yes

### GitLab

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.7/10 | 147 |

#### Administration

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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) | 

### Penetration Testing

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Administration

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | Not enough data | 
| **Extensibility** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Analytics** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Reconnaissance** | Not enough data | Not enough data | Not enough data | 
| **Vulnerability Scan** | Not enough data | Not enough data | Not enough data | 

#### Testing

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Command-Line Tools** | Not enough data | Not enough data | Not enough data | 
| **Manual Testing** | Not enough data | Not enough data | Not enough data | 
| **Test Automation** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.3/10 | 78 |
| **Semgrep** | 8.4/10 | 22 |
| **GitLab** | 9.0/10 | 38 |

#### Administration

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **API / Integrations** | 8.6 (64 reviews) | 9.0 (18 reviews) | 9.3 (34 reviews) | 
| **Extensibility** | Feature Not Available | 8.2 (17 reviews) | 9.0 (29 reviews) | 

#### Analysis

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Reporting and Analytics** | 8.8 (62 reviews) | 8.4 (19 reviews) | 8.8 (28 reviews) | 
| **Issue Tracking** | 9.0 (57 reviews) | 9.2 (22 reviews) | 9.1 (30 reviews) | 
| **Static Code Analysis** | 9.1 (64 reviews) | 9.4 (22 reviews) | 9.2 (28 reviews) | 
| **Code Analysis** | 8.9 (63 reviews) | 9.2 (22 reviews) | 8.9 (28 reviews) | 

#### Testing

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Command-Line Tools** | 7.3 (42 reviews) | 8.7 (20 reviews) | 8.8 (30 reviews) | 
| **Manual Testing** | 7.0 (42 reviews) | Feature Not Available | 8.8 (27 reviews) | 
| **Test Automation** | 8.1 (43 reviews) | Feature Not Available | 9.2 (30 reviews) | 
| **Compliance Testing** | 8.5 (47 reviews) | 7.7 (17 reviews) | 8.8 (26 reviews) | 
| **Black-Box Scanning** | 8.2 (43 reviews) | 7.5 (18 reviews) | 8.9 (25 reviews) | 
| **Detection Rate** | Feature Not Available | 8.1 (19 reviews) | 8.5 (25 reviews) | 
| **False Positives** | 8.0 (52 reviews) | 7.3 (21 reviews) | 8.8 (24 reviews) | 

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

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Autonomous Task Execution** | 8.3 (27 reviews) | 7.9 (11 reviews) | Not enough data | 

### Dynamic Application Security Testing (DAST)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.5/10 | 24 |
| **Semgrep** | N/A | N/A |
| **GitLab** | 9.0/10 | 27 |

#### Administration

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Feature Not Available | 9.2 (25 reviews) | 
| **Extensibility** | Feature Not Available | Feature Not Available | 8.9 (24 reviews) | 

#### Analysis

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Reporting and Analytics** | 9.2 (22 reviews) | Not enough data | 8.5 (24 reviews) | 
| **Issue Tracking** | 9.2 (22 reviews) | Not enough data | 9.2 (24 reviews) | 
| **Static Code Analysis** | 9.4 (22 reviews) | Not enough data | 8.8 (24 reviews) | 
| **Vulnerability Scan** | 9.4 (23 reviews) | Not enough data | 8.9 (24 reviews) | 
| **Code Analysis** | 9.5 (21 reviews) | Not enough data | 9.0 (24 reviews) | 

#### Testing

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Manual Testing** | 6.9 (18 reviews) | Feature Not Available | 8.6 (23 reviews) | 
| **Test Automation** | Feature Not Available | Feature Not Available | 9.1 (23 reviews) | 
| **Compliance Testing** | 8.6 (19 reviews) | Feature Not Available | 8.9 (22 reviews) | 
| **Black-Box Scanning** | 8.1 (19 reviews) | Not enough data | 9.0 (21 reviews) | 
| **Detection Rate** | Feature Not Available | Not enough data | 9.0 (20 reviews) | 
| **False Positives** | 6.7 (19 reviews) | Not enough data | 9.1 (21 reviews) | 

### Container Security

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.5/10 | 37 |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Administration

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Risk Scoring** | 8.8 (36 reviews) | Not enough data | Not enough data | 
| **Secrets Management** | 8.1 (34 reviews) | Not enough data | Not enough data | 
| **Security Auditing** | 9.0 (34 reviews) | Not enough data | Not enough data | 
| **Configuration Management** | 8.3 (32 reviews) | Not enough data | Not enough data | 

#### Monitoring

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Continuous Image Assurance** | 8.6 (35 reviews) | Not enough data | Not enough data | 
| **Behavior Monitoring** | Feature Not Available | Not enough data | Not enough data | 
| **Observability** | Feature Not Available | Not enough data | Not enough data | 

#### Protection

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Dynamic Image Scanning** | Feature Not Available | Not enough data | Not enough data | 
| **Runtime Protection** | 8.4 (33 reviews) | Not enough data | Not enough data | 
| **Workload Protection** | Feature Not Available | Not enough data | Not enough data | 
| **Network Segmentation** | Feature Not Available | Not enough data | Not enough data | 

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.8/10 | 92 |

#### Administration 

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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) | 

### Vulnerability Scanner

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.1/10 | 66 |
| **Semgrep** | 8.1/10 | 12 |
| **GitLab** | N/A | N/A |

#### Performance

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Issue Tracking** | 8.8 (62 reviews) | 8.2 (12 reviews) | Not enough data | 
| **Detection Rate** | Feature Not Available | 8.0 (11 reviews) | Not enough data | 
| **False Positives** | 7.8 (59 reviews) | 8.0 (11 reviews) | Not enough data | 
| **Automated Scans** | 8.9 (61 reviews) | 9.0 (10 reviews) | Not enough data | 

#### Network

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Compliance Testing** | 8.0 (58 reviews) | 8.5 (10 reviews) | Not enough data | 
| **Perimeter Scanning** | 8.0 (55 reviews) | 7.8 (10 reviews) | Not enough data | 
| **Configuration Monitoring** | 8.1 (56 reviews) | 8.0 (10 reviews) | Not enough data | 

#### Application

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Manual Application Testing** | 7.2 (52 reviews) | Feature Not Available | Not enough data | 
| **Static Code Analysis** | 8.9 (57 reviews) | 8.9 (11 reviews) | Not enough data | 
| **Black Box Testing** | 8.0 (50 reviews) | 8.5 (11 reviews) | Not enough data | 

#### Agentic AI - Vulnerability Scanner

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.7 (23 reviews) | 6.9 (6 reviews) | Not enough data | 
| **Proactive Assistance** | 7.6 (24 reviews) | 7.5 (6 reviews) | Not enough data | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.3/10 | 251 |

#### Functionality

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.5/10 | 169 |

#### Bug Reporting

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 |
|---|---|---|
| **Aikido Security** | 9.0/10 | 23 |
| **Semgrep** | 8.4/10 | 18 |
| **GitLab** | 8.9/10 | 78 |

#### Functionality - Software Composition Analysis 

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Language Support** | 9.0 (21 reviews) | 8.4 (18 reviews) | 8.7 (66 reviews) | 
| **Integration** | 9.0 (21 reviews) | 8.2 (18 reviews) | 8.8 (72 reviews) | 
| **Transparency** | 9.0 (21 reviews) | 8.5 (18 reviews) | 8.7 (67 reviews) | 

#### Effectiveness - Software Composition Analysis

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Remediation Suggestions** | 8.8 (22 reviews) | 8.5 (18 reviews) | 8.8 (64 reviews) | 
| **Continuous Monitoring** | 9.0 (21 reviews) | 8.3 (18 reviews) | 9.0 (64 reviews) | 
| **Thorough Detection** | 9.1 (21 reviews) | 8.3 (18 reviews) | 9.0 (62 reviews) | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.8/10 | 184 |

#### Management

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.1/10 | 250 |

#### Functionality

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 |
|---|---|---|
| **Aikido Security** | 8.9/10 | 15 |
| **Semgrep** | 8.4/10 | 21 |
| **GitLab** | 8.5/10 | 133 |

#### Documentation

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Feedback** | 9.7 (10 reviews) | 8.9 (19 reviews) | 8.8 (117 reviews) | 
| **Prioritization** | 9.7 (11 reviews) | 9.3 (20 reviews) | 8.6 (112 reviews) | 
| **Remediation Suggestions** | 8.5 (10 reviews) | 8.2 (20 reviews) | 8.4 (112 reviews) | 

#### Security

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **False Positives** | 8.2 (14 reviews) | 7.4 (21 reviews) | 8.0 (101 reviews) | 
| **Custom Compliance** | 8.9 (11 reviews) | 7.9 (17 reviews) | 8.4 (101 reviews) | 
| **Agility** | 8.5 (11 reviews) | 8.9 (17 reviews) | 9.0 (110 reviews) | 

### Cloud Security Posture Management (CSPM)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.4/10 | 23 |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Configuration

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **DLP Configuration** | Feature Not Available | Not enough data | Not enough data | 
| **Configuration Monitoring** | 7.8 (20 reviews) | Not enough data | Not enough data | 
| **Unified Policy Management** | 7.7 (19 reviews) | Not enough data | Not enough data | 
| **Adaptive Access Control** | Feature Not Available | Not enough data | Not enough data | 
| **API / Integrations** | 8.3 (20 reviews) | Not enough data | Not enough data | 

#### Visibility

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Multicloud Visibility** | 8.6 (23 reviews) | Not enough data | Not enough data | 
| **Asset Discovery** | 7.9 (20 reviews) | Not enough data | Not enough data | 

#### Vulnerability Management

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Threat Hunting** | Feature Not Available | Not enough data | Not enough data | 
| **Vulnerability Scanning** | 8.8 (21 reviews) | Not enough data | Not enough data | 
| **Vulnerability Intelligence** | 8.8 (21 reviews) | Not enough data | Not enough data | 
| **Risk-Prioritization** | 9.1 (22 reviews) | Not enough data | Not enough data | 

### AI Code Generation

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Functionality

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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 Supply Chain Security Tools

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.3/10 | 15 |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Security

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Tampering** | Feature Not Available | Not enough data | Not enough data | 
| **Malicious Code** | 9.0 (14 reviews) | Not enough data | Not enough data | 
| **Verification** | Feature Not Available | Not enough data | Not enough data | 
| **Security Risks** | 8.9 (15 reviews) | Not enough data | Not enough data | 

#### Tracking

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Bill of Materials** | 7.9 (12 reviews) | Not enough data | Not enough data | 
| **Audit Trails** | 7.3 (11 reviews) | Not enough data | Not enough data | 
| **Monitoring** | 8.5 (13 reviews) | Not enough data | Not enough data | 

### Application Security Posture Management (ASPM)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.4/10 | 21 |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Risk management - Application Security Posture Management (ASPM)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Vulnerability Management** | 9.0 (21 reviews) | Not enough data | Not enough data | 
| **Risk Assessment and Prioritization** | 8.5 (19 reviews) | Not enough data | Not enough data | 
| **Compliance Management** | 8.9 (19 reviews) | Not enough data | Not enough data | 
| **Policy Enforcement** | 8.4 (19 reviews) | Not enough data | Not enough data | 

#### Integration and efficiency - Application Security Posture Management (ASPM)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Integration with Development Tools** | 9.1 (19 reviews) | Not enough data | Not enough data | 
| **Automation and Efficiency** | 8.9 (18 reviews) | Not enough data | Not enough data | 

#### Reporting and Analytics - Application Security Posture Management (ASPM)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Trend Analysis** | 8.3 (19 reviews) | Not enough data | Not enough data | 
| **Risk Scoring** | 8.5 (19 reviews) | Not enough data | Not enough data | 
| **Customizable Dashboards** | 7.7 (19 reviews) | Not enough data | Not enough data | 

#### Agentic AI  - Application Security Posture Management (ASPM)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.5 (6 reviews) | Not enough data | Not enough data | 

### Cloud-Native Application Protection Platform (CNAPP)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Security - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Workload and container security** | Not enough data | Not enough data | Not enough data | 
| **Threat detection and response** | Not enough data | Not enough data | Not enough data | 
| **DevSecOps Integrations** | Not enough data | Not enough data | Not enough data | 
| **Unified Visibility** | Not enough data | Not enough data | Not enough data | 

#### Artificial Intelligence - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Intelligent remediations and suggestions** | Not enough data | Not enough data | Not enough data | 
| **Risk prioritization** | Not enough data | Not enough data | Not enough data | 
| **Anomaly detection using machine learning** | Not enough data | Not enough data | Not enough data | 

#### Cloud Configuration Management - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Multi-cloud visibility** | Not enough data | Not enough data | Not enough data | 
| **Cloud Security Posture Management (CSPM)** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 

### Static Code Analysis

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | 7.7/10 | 10 |
| **GitLab** | N/A | N/A |

#### Agentic AI - Static Code Analysis

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | 7.7 (10 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.6 (9 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.7 (10 reviews) | Not enough data | 

### AI AppSec Assistants

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Performance - AI AppSec Assistants

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Remediation** | Not enough data | Not enough data | Not enough data | 
| **Real-time Vulnerability Detection** | Not enough data | Not enough data | Not enough data | 
| **Accuracy** | Not enough data | Not enough data | Not enough data | 

#### Integration - AI AppSec Assistants

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Stack Integration** | Not enough data | Not enough data | Not enough data | 
| **Workflow Integration** | Not enough data | Not enough data | Not enough data | 
| **Codebase Contextual Awareness** | Not enough data | Not enough data | Not enough data | 

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Cloud Visibility

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Data Security** | Not enough data | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | Not enough data | 

#### Identity

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **SSO** | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | Not enough data | 

### Value Stream Management

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | 8.8/10 | 49 |

#### Value Analysis

| Feature | Aikido Security | Semgrep | 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 | Aikido Security | Semgrep | 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) | 

### Interactive Application Security Testing (IAST)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **Semgrep** | N/A | N/A |
| **GitLab** | N/A | N/A |

#### Agentic AI - Interactive Application Security Testing (IAST)

| Feature | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (4):** [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [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), [Secure Code Review Software](https://www.g2.com/categories/secure-code-review)

**Unique to Aikido Security (8):** [Penetration Testing Tools](https://www.g2.com/categories/penetration-testing-tools), [AI AppSec Assistants](https://www.g2.com/categories/ai-appsec-assistants), [Software Supply Chain Security Solutions](https://www.g2.com/categories/software-supply-chain-security-tools), [Application Security Posture Management (ASPM) Software](https://www.g2.com/categories/application-security-posture-management-aspm), [Cloud Security Posture Management (CSPM) Software](https://www.g2.com/categories/cloud-security-posture-management-cspm), [Container Security Tools](https://www.g2.com/categories/container-security-tools), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [Cloud-Native Application Protection Platform (CNAPP)](https://www.g2.com/categories/cloud-native-application-protection-platform-cnapp)

**Unique to Semgrep (4):** [AI AppSec Assistants](https://www.g2.com/categories/ai-appsec-assistants), [Static Code Analysis Tools](https://www.g2.com/categories/static-code-analysis), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [Interactive Application Security Testing (IAST) Software](https://www.g2.com/categories/interactive-application-security-testing-iast)

**Unique to GitLab (10):** [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [Value Stream Management Software](https://www.g2.com/categories/value-stream-management), [Cloud Infrastructure Automation Software](https://www.g2.com/categories/cloud-infrastructure-automation), [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 | Aikido Security | Semgrep | GitLab | 
|---|---|---|---|
| **Small-Business** | 78.6% | 11.1% | 36.9% | 
| **Mid-Market** | 19.8% | 42.6% | 36.5% | 
| **Enterprise** | 1.6% | 46.3% | 26.6% | 

### By Industry

#### Aikido Security

- **Computer Software:** 37.3%
- **Information Technology and Services:** 16.7%
- **Computer & Network Security:** 7.1%
- **Hospital & Health Care:** 5.6%
- **Financial Services:** 4.0%
- **Consulting:** 2.4%
- **Retail:** 2.4%
- **Non-Profit Organization Management:** 1.6%
- **Security and Investigations:** 1.6%
- **Legal Services:** 1.6%
- **Other:** 19.8%

#### Semgrep

- **Information Technology and Services:** 24.1%
- **Computer Software:** 20.4%
- **Financial Services:** 16.7%
- **Computer & Network Security:** 5.6%
- **Semiconductors:** 5.6%
- **Manufacturing:** 5.6%
- **Insurance:** 3.7%
- **International Affairs:** 1.9%
- **Information Services:** 1.9%
- **Hospital & Health Care:** 1.9%
- **Other:** 13.0%

#### 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 Aikido Security

- [Snyk](https://www.g2.com/products/snyk/reviews) — 4.5/5 stars (133 reviews)
- [SonarQube](https://www.g2.com/products/sonarqube/reviews) — 4.4/5 stars (146 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (814 reviews)
- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2366 reviews)
- [Scrut Automation](https://www.g2.com/products/scrut-automation/reviews) — 4.9/5 stars (1312 reviews)
- [FortiCNAPP](https://www.g2.com/products/forticnapp/reviews) — 4.4/5 stars (386 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Replit](https://www.g2.com/products/replit/reviews) — 4.5/5 stars (361 reviews)
- [GitHub Copilot](https://www.g2.com/products/github-copilot/reviews) — 4.5/5 stars (333 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (314 reviews)

### Alternatives to Semgrep

- [SonarQube](https://www.g2.com/products/sonarqube/reviews) — 4.4/5 stars (146 reviews)
- [Snyk](https://www.g2.com/products/snyk/reviews) — 4.5/5 stars (133 reviews)
- [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 (814 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Replit](https://www.g2.com/products/replit/reviews) — 4.5/5 stars (361 reviews)
- [GitHub Copilot](https://www.g2.com/products/github-copilot/reviews) — 4.5/5 stars (333 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (314 reviews)
- [Tenable Nessus](https://www.g2.com/products/tenable-nessus/reviews) — 4.5/5 stars (302 reviews)
- [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) — 4.7/5 stars (292 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

### Aikido Security

No discussions available for this product.

### Semgrep

No discussions available for this product.

### 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/aikido-security-vs-semgrep-vs-gitlab)