# JFrog, Mend.io vs GitHub Comparison

| | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.3 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 135 | 112 | 2,363 | 
| **Largest Market Segment** | Enterprise (46.9% of reviews) | Small-Business (39.0% of reviews) | Small-Business (45.4% of reviews) | 
| **Entry Level Price** | Starting at $150.00 Per Month | $300.00 1 Contributing Developer (CDs) Per Year | $0.00 1 users | 

---
## Top Pros & Cons

### JFrog

Pros:
- Features (18 reviews)
- Repository Management (14 reviews)

Cons:
- Complexity (9 reviews)
- Expensive (8 reviews)

### Mend.io

Pros:
- Scanning Efficiency (8 reviews)
- Ease of Use (7 reviews)

Cons:
- Integration Issues (6 reviews)
- Limited Features (3 reviews)

### GitHub

Pros:
- Features (113 reviews)
- Ease of Use (102 reviews)

Cons:
- Complexity (45 reviews)
- Learning Curve (42 reviews)

---
## Ratings Comparison
| Rating | JFrog | Mend.io | GitHub | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (93 reviews) | 8.6 (81 reviews) | 9.3 (2041 reviews) | 
  | **Ease of Use** | 8.2 (95 reviews) | 8.3 (82 reviews) | 8.7 (2062 reviews) | 
  | **Ease of Setup** | 8.3 (61 reviews) | 8.1 (50 reviews) | 9.0 (673 reviews) | 
  | **Ease of Admin** | 8.4 (40 reviews) | 8.2 (50 reviews) | 8.7 (456 reviews) | 
  | **Quality of Support** | 8.3 (81 reviews) | 8.7 (67 reviews) | 8.7 (1632 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (39 reviews) | 8.8 (46 reviews) | 8.9 (392 reviews) | 
  | **Product Direction (% positive)** | 8.5 (87 reviews) | 8.6 (75 reviews) | 8.9 (1983 reviews) | 

---
## Pricing

### JFrog

#### Entry-Level Pricing

Plan: PRO

Price: Starting at $150.00 Per Month

Description: Automated Artifact and Container Registry for Individuals & Small teams


Key Features:
- Universal Binary Repository 
- Release Lifecycle Management 
- Unlimited Docker Hub Pulls

[Browse all 3 editions](https://www.g2.com/products/jfrog-2024-03-28/pricing)

#### Free Trial

Yes

### Mend.io

#### Entry-Level Pricing

Plan: Mend AI Premium

Price: $300.00 1 Contributing Developer (CDs) Per Year

Description: Secure AI powered applications.

AI red teaming, prompt hardening & more

Key Features:
- AI component inventory  
- AI component risk insights
- System Prompt Hardening

[Browse all 3 editions](https://www.g2.com/products/mend-io/pricing)

#### Free Trial

Yes

### GitHub

#### Entry-Level Pricing

Plan: Free for Individuals and Organizations

Price: $0.00 1 users

Description: Basics for teams and developers

Key Features:
- Unlimited public/private repositories
- Unlimited collaborators
- 2,000 Actions minutes/month  (Free for public repositories)

[Browse all 3 editions](https://www.g2.com/products/github/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 7.7/10 | 9 |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.7/10 | 180 |

#### Administration

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Configuration Management** | 7.1 (8 reviews) | Not enough data | 8.9 (143 reviews) | 
| **Access Control** | 6.9 (8 reviews) | Not enough data | 9.1 (151 reviews) | 
| **Dashboards** | 7.7 (8 reviews) | Not enough data | 8.6 (142 reviews) | 

#### Functionality

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Deployment Automation** | 7.5 (8 reviews) | Not enough data | 8.9 (145 reviews) | 
| **Process Analytics** | 7.5 (8 reviews) | Not enough data | 8.5 (127 reviews) | 
| **Plugins** | 8.1 (9 reviews) | Not enough data | 8.8 (132 reviews) | 
| **APIs / Integrations** | 8.5 (9 reviews) | Not enough data | 9.0 (147 reviews) | 
| **Feature Flags** | Feature Not Available | Not enough data | 8.2 (128 reviews) | 

#### Processes

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Pipelines** | 8.5 (9 reviews) | Not enough data | 9.0 (144 reviews) | 
| **Orchestration** | 7.4 (9 reviews) | Not enough data | 8.7 (138 reviews) | 
| **Workflow Visualization** | 7.3 (8 reviews) | Not enough data | 8.6 (140 reviews) | 

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | 7.3/10 | 15 |
| **GitHub** | 8.6/10 | 67 |

#### Administration

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **API / Integrations** | Not enough data | 7.6 (7 reviews) | 9.0 (41 reviews) | 
| **Extensibility** | Not enough data | 7.7 (8 reviews) | 8.8 (38 reviews) | 

#### Analysis

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | 7.3 (11 reviews) | 8.3 (40 reviews) | 
| **Issue Tracking** | Not enough data | 7.6 (11 reviews) | 8.7 (44 reviews) | 
| **Static Code Analysis** | Not enough data | 8.2 (11 reviews) | 8.6 (41 reviews) | 
| **Code Analysis** | Not enough data | 7.6 (11 reviews) | 8.9 (47 reviews) | 

#### Testing

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Command-Line Tools** | Not enough data | 7.2 (10 reviews) | 9.0 (42 reviews) | 
| **Manual Testing** | Not enough data | Feature Not Available | 8.3 (35 reviews) | 
| **Test Automation** | Not enough data | 7.2 (9 reviews) | 8.4 (37 reviews) | 
| **Compliance Testing** | Not enough data | 7.7 (10 reviews) | 8.5 (33 reviews) | 
| **Black-Box Scanning** | Not enough data | Not enough data | 8.3 (32 reviews) | 
| **Detection Rate** | Not enough data | 7.4 (9 reviews) | 8.6 (34 reviews) | 
| **False Positives** | Not enough data | 5.0 (9 reviews) | 8.0 (32 reviews) | 

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

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Container Security

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | 8.3/10 | 14 |
| **GitHub** | N/A | N/A |

#### Administration

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Risk Scoring** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Secrets Management** | Not enough data | Feature Not Available | Not enough data | 
| **Security Auditing** | Not enough data | 9.1 (9 reviews) | Not enough data | 
| **Configuration Management** | Not enough data | 8.0 (10 reviews) | Not enough data | 

#### Monitoring

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Continuous Image Assurance** | Not enough data | Feature Not Available | Not enough data | 
| **Behavior Monitoring** | Not enough data | Feature Not Available | Not enough data | 
| **Observability** | Not enough data | Feature Not Available | Not enough data | 

#### Protection

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Dynamic Image Scanning** | Not enough data | 7.9 (8 reviews) | Not enough data | 
| **Runtime Protection** | Not enough data | Feature Not Available | Not enough data | 
| **Workload Protection** | Not enough data | Feature Not Available | Not enough data | 
| **Network Segmentation** | Not enough data | Feature Not Available | Not enough data | 

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 8.7/10 | 5 |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.8/10 | 122 |

#### Administration 

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Administration Console** | 8.7 (5 reviews) | Not enough data | 9.0 (91 reviews) | 
| **Task Management** | 8.7 (5 reviews) | Not enough data | 8.9 (91 reviews) | 
| **Dashboards and Visualizations** | 9.0 (5 reviews) | Not enough data | 8.6 (91 reviews) | 
| **Access Control** | 9.3 (5 reviews) | Not enough data | 9.1 (97 reviews) | 

#### Automation

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Test Automation** | Not enough data | Not enough data | 8.8 (90 reviews) | 
| **Intelligent Automation** | Feature Not Available | Not enough data | 8.6 (83 reviews) | 
| **Release Automation** | 8.7 (5 reviews) | Not enough data | 8.7 (91 reviews) | 
| **Automated Provisioning** | Feature Not Available | Not enough data | 8.8 (83 reviews) | 

#### IT Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Workflow Management** | Not enough data | Not enough data | 8.9 (94 reviews) | 
| **Infrastructure Management** | 7.7 (5 reviews) | Not enough data | 8.8 (84 reviews) | 
| **IT Discovery** | Not enough data | Not enough data | 8.7 (79 reviews) | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Deployment

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Vulnerability Scanner

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Performance

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Detection Rate** | Not enough data | Not enough data | Not enough data | 
| **False Positives** | Not enough data | Not enough data | Not enough data | 
| **Automated Scans** | Not enough data | Not enough data | Not enough data | 

#### Network

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Compliance Testing** | Not enough data | Not enough data | Not enough data | 
| **Perimeter Scanning** | Not enough data | Feature Not Available | Not enough data | 
| **Configuration Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Application

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Manual Application Testing** | Not enough data | Feature Not Available | Not enough data | 
| **Static Code Analysis** | Not enough data | Not enough data | Not enough data | 
| **Black Box Testing** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Vulnerability Scanner

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 8.3/10 | 14 |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.8/10 | 307 |

#### Functionality

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Deployment-Ready Staging** | 8.5 (12 reviews) | Not enough data | 9.1 (249 reviews) | 
| **Integration** | 8.3 (11 reviews) | Not enough data | 9.2 (259 reviews) | 
| **Extensible** | 8.6 (11 reviews) | Not enough data | 8.8 (232 reviews) | 

#### Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Processes and Workflow** | 8.7 (13 reviews) | Not enough data | 9.1 (246 reviews) | 
| **Reporting** | 7.4 (9 reviews) | Not enough data | 8.4 (229 reviews) | 
| **Automation** | 8.2 (12 reviews) | Not enough data | 9.0 (252 reviews) | 

#### Agentic AI - Continuous Delivery

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 9.1 (26 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.8 (24 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.6 (21 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.6 (23 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.8 (23 reviews) | 

### Repository Management

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 6.7/10 | 13 |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Functionality

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Package Management** | 7.2 (10 reviews) | Not enough data | Not enough data | 
| **Integration** | 6.7 (9 reviews) | Not enough data | Not enough data | 
| **Code Analysis** | 5.9 (9 reviews) | Not enough data | Not enough data | 
| **Vulnerability Checks** | 6.7 (8 reviews) | Not enough data | Not enough data | 

#### Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Package Access Control** | 8.3 (11 reviews) | Not enough data | Not enough data | 
| **Package Tracking** | 7.1 (8 reviews) | Not enough data | Not enough data | 
| **Automation** | 4.7 (6 reviews) | Not enough data | Not enough data | 
| **Rollback** | 6.7 (9 reviews) | Not enough data | Not enough data | 

### Bug Tracking

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.8/10 | 236 |

#### Bug Reporting

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **User Reports & Feedback** | Not enough data | Not enough data | 8.9 (192 reviews) | 
| **Tester Reports & Feedback** | Not enough data | Not enough data | 8.8 (185 reviews) | 
| **Team Reports & Comments** | Not enough data | Not enough data | 9.0 (189 reviews) | 

#### Bug Monitoring

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Analytics** | Not enough data | Not enough data | 8.4 (183 reviews) | 
| **Bug History** | Not enough data | Not enough data | 8.9 (202 reviews) | 
| **Data Retention** | Not enough data | Not enough data | 9.0 (178 reviews) | 

#### Agentic AI - Bug Tracking

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | 9.1 (20 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 9.0 (20 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.6 (18 reviews) | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 9.3/10 | 5 |
| **Mend.io** | 8.5/10 | 53 |
| **GitHub** | 8.8/10 | 92 |

#### Functionality - Software Composition Analysis 

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Language Support** | Not enough data | 8.5 (45 reviews) | 8.8 (65 reviews) | 
| **Integration** | Not enough data | 8.5 (47 reviews) | 9.0 (70 reviews) | 
| **Transparency** | Not enough data | 8.6 (44 reviews) | 9.1 (70 reviews) | 

#### Effectiveness - Software Composition Analysis

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Remediation Suggestions** | Not enough data | 8.2 (45 reviews) | 8.7 (67 reviews) | 
| **Continuous Monitoring** | 9.3 (5 reviews) | 8.8 (44 reviews) | 9.0 (70 reviews) | 
| **Thorough Detection** | Not enough data | 8.6 (45 reviews) | 8.8 (69 reviews) | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Device Recognition

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | Not enough data | 

#### Monitoring

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Device Status** | Not enough data | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 

#### Provisioning

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | Not enough data | 
| **Device Diagnostics & Repair** | Not enough data | Not enough data | Not enough data | 
| **Firmware Updates** | Not enough data | Not enough data | Not enough data | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 7.7/10 | 26 |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.9/10 | 194 |

#### Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Configuration Management** | 8.0 (18 reviews) | Not enough data | 8.9 (138 reviews) | 
| **Access Control** | 7.1 (13 reviews) | Not enough data | 9.1 (148 reviews) | 
| **Orchestration** | 7.9 (13 reviews) | Not enough data | 8.6 (131 reviews) | 

#### Functionality

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Automation** | 7.9 (18 reviews) | Not enough data | 8.9 (147 reviews) | 
| **Integrations** | 7.7 (16 reviews) | Not enough data | 8.9 (140 reviews) | 
| **Extensibility** | 6.2 (10 reviews) | Not enough data | 8.6 (126 reviews) | 

#### Processes

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Pipeline Control** | 8.6 (14 reviews) | Not enough data | 8.9 (139 reviews) | 
| **Workflow Visualization** | 7.0 (10 reviews) | Not enough data | 8.8 (130 reviews) | 
| **Continuous Deployment** | 8.9 (18 reviews) | Not enough data | 9.2 (148 reviews) | 

### Continuous Integration

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 7.7/10 | 11 |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.5/10 | 268 |

#### Functionality

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Integrations** | 8.0 (10 reviews) | Not enough data | 9.3 (228 reviews) | 
| **Extensibility** | 8.0 (10 reviews) | Not enough data | 8.9 (210 reviews) | 
| **Test Customization** | 7.8 (9 reviews) | Not enough data | 8.6 (202 reviews) | 

#### Management

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Automation** | 7.5 (10 reviews) | Not enough data | 8.9 (222 reviews) | 
| **Processes and Workflow** | 7.8 (10 reviews) | Not enough data | 8.9 (217 reviews) | 
| **Reporting** | 6.9 (9 reviews) | Not enough data | 8.3 (205 reviews) | 

#### Agentic AI - Continuous Integration

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.3 (25 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.8 (30 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.5 (24 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.7 (27 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.3 (26 reviews) | 

### Secure Code Review

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | 8.6/10 | 215 |

#### Documentation

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Feedback** | Not enough data | Not enough data | 8.7 (181 reviews) | 
| **Prioritization** | Not enough data | Not enough data | 8.7 (170 reviews) | 
| **Remediation Suggestions** | Not enough data | Not enough data | 8.5 (163 reviews) | 

#### Security

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **False Positives** | Not enough data | Not enough data | 8.2 (158 reviews) | 
| **Custom Compliance** | Not enough data | Not enough data | 8.5 (160 reviews) | 
| **Agility** | Not enough data | Not enough data | 9.0 (172 reviews) | 

### Software Supply Chain Security Tools

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Security

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Tampering** | Not enough data | Feature Not Available | Not enough data | 
| **Malicious Code** | Not enough data | Not enough data | Not enough data | 
| **Verification** | Not enough data | Feature Not Available | Not enough data | 
| **Security Risks** | Not enough data | Not enough data | Not enough data | 

#### Tracking

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Bill of Materials** | Not enough data | Not enough data | Not enough data | 
| **Audit Trails** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 

### Application Security Posture Management (ASPM)

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

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

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Vulnerability Management** | Not enough data | Not enough data | Not enough data | 
| **Risk Assessment and Prioritization** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 

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

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Integration with Development Tools** | Not enough data | Not enough data | Not enough data | 
| **Automation and Efficiency** | Not enough data | Not enough data | Not enough data | 

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

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Trend Analysis** | Not enough data | Not enough data | Not enough data | 
| **Risk Scoring** | Not enough data | Not enough data | Not enough data | 
| **Customizable Dashboards** | Not enough data | Not enough data | Not enough data | 

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

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 

### Software Bill of Materials (SBOM)

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

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

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **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 | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **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 | 

### Static Code Analysis

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Agentic AI - Static Code Analysis

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **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 | 

### AI Security Solutions

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Model Protection - AI Security Solutions

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Input Hardening** | Not enough data | Feature Not Available | Not enough data | 
| **Input/Output Inspection** | Not enough data | Feature Not Available | Not enough data | 
| **Integrity Monitoring** | Not enough data | Feature Not Available | Not enough data | 
| **Model Access Control** | Not enough data | Feature Not Available | Not enough data | 

#### Runtime Monitoring - AI Security Solutions

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **AI Behavior Anomaly Detection** | Not enough data | Feature Not Available | Not enough data | 
| **Audit Trail** | Not enough data | Feature Not Available | Not enough data | 

#### Policy Enforcement and Compliance - AI Security Solutions

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Scalable Governance** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Feature Not Available | Not enough data | 
| **Shadow AI** | Not enough data | Not enough data | Not enough data | 
| **Policy‑as‑Code for AI Assets** | Not enough data | Not enough data | Not enough data | 

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **Mend.io** | N/A | N/A |
| **GitHub** | N/A | N/A |

#### Cloud Visibility

| Feature | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **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 | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **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 | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (2):** [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast)

**Unique to JFrog (12):** [Software Bill of Materials (SBOM) Software](https://www.g2.com/categories/software-bill-of-materials-sbom), [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [Repository Management Software](https://www.g2.com/categories/repository-management), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms), [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), [Container Registry Software](https://www.g2.com/categories/container-registry), [Version Control Hosting Software](https://www.g2.com/categories/version-control-hosting), [Continuous Delivery Tools](https://www.g2.com/categories/continuous-delivery-tools), [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration), [Software Supply Chain Security Solutions](https://www.g2.com/categories/software-supply-chain-security-tools)

**Unique to Mend.io (7):** [AI Security Solutions Software](https://www.g2.com/categories/ai-security-solutions), [Static Code Analysis Tools](https://www.g2.com/categories/static-code-analysis), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [Software Supply Chain Security Solutions](https://www.g2.com/categories/software-supply-chain-security-tools), [Software Bill of Materials (SBOM) Software](https://www.g2.com/categories/software-bill-of-materials-sbom), [Application Security Posture Management (ASPM) Software](https://www.g2.com/categories/application-security-posture-management-aspm), [Container Security Tools](https://www.g2.com/categories/container-security-tools)

**Unique to GitHub (12):** [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [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), [Gaming Tools ](https://www.g2.com/categories/gaming-tools), [Bug Tracking Software](https://www.g2.com/categories/bug-tracking), [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), [Secure Code Review Software](https://www.g2.com/categories/secure-code-review)


---
## Reviewer Demographics

### By Company Size

| Segment | JFrog | Mend.io | GitHub | 
|---|---|---|---|
| **Small-Business** | 23.8% | 39.0% | 45.4% | 
| **Mid-Market** | 29.2% | 34.3% | 30.8% | 
| **Enterprise** | 46.9% | 26.7% | 23.8% | 

### By Industry

#### JFrog

- **Information Technology and Services:** 31.0%
- **Computer Software:** 13.8%
- **Financial Services:** 8.6%
- **Computer & Network Security:** 6.0%
- **Banking:** 3.4%
- **Automotive:** 2.6%
- **Hospital & Health Care:** 2.6%
- **Insurance:** 2.6%
- **Internet:** 2.6%
- **Accounting:** 1.7%
- **Other:** 25.0%

#### Mend.io

- **Computer Software:** 33.3%
- **Information Technology and Services:** 14.3%
- **Financial Services:** 6.7%
- **Telecommunications:** 4.8%
- **Computer & Network Security:** 4.8%
- **Automotive:** 2.9%
- **Education Management:** 1.9%
- **Computer Games:** 1.9%
- **Commercial Real Estate:** 1.9%
- **Banking:** 1.9%
- **Other:** 25.7%

#### GitHub

- **Computer Software:** 32.2%
- **Information Technology and Services:** 22.5%
- **Internet:** 6.5%
- **Financial Services:** 3.2%
- **Higher Education:** 3.2%
- **Marketing and Advertising:** 2.5%
- **Education Management:** 2.1%
- **Program Development:** 1.7%
- **Computer & Network Security:** 1.6%
- **Research:** 1.3%
- **Other:** 23.0%

---
## Alternatives

### Alternatives to JFrog

- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (893 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (567 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [CloudBees](https://www.g2.com/products/cloudbees/reviews) — 4.4/5 stars (621 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)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (795 reviews)
- [Bitbucket](https://www.g2.com/products/bitbucket/reviews) — 4.4/5 stars (1011 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (802 reviews)

### Alternatives to Mend.io

- [Snyk](https://www.g2.com/products/snyk/reviews) — 4.5/5 stars (132 reviews)
- [Veracode Application Security Platform](https://www.g2.com/products/veracode-application-security-platform/reviews) — 3.8/5 stars (26 reviews)
- [SonarQube](https://www.g2.com/products/sonarqube/reviews) — 4.4/5 stars (141 reviews)
- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (893 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (795 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)
- [Tenable Nessus](https://www.g2.com/products/tenable-nessus/reviews) — 4.5/5 stars (302 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (310 reviews)
- [Checkmarx](https://www.g2.com/products/checkmarx/reviews) — 4.2/5 stars (40 reviews)

### Alternatives to GitHub

- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (893 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (567 reviews)
- [CircleCI](https://www.g2.com/products/circleci/reviews) — 4.4/5 stars (509 reviews)
- [CloudBees](https://www.g2.com/products/cloudbees/reviews) — 4.4/5 stars (621 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 (1011 reviews)
- [Copado DevOps](https://www.g2.com/products/copado-devops/reviews) — 4.4/5 stars (329 reviews)
- [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) — 4.7/5 stars (292 reviews)

---
## Top Discussions

### JFrog

No discussions available for this product.

### Mend.io

- Title: [Does the above pricing include all vulnerabilities sources?](https://www.g2.com/discussions/do-you-offer-an-on-premise-option) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes. WhiteSource offering includes the full extent of our database, which supports over 200 programming languages. We aggregate vulnerabilities from the NVD,..."
- Title: [What languages and platforms does your solution support?](https://www.g2.com/discussions/is-my-code-secure-with-your-cloud-based-service) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "WhiteSource supports more than 20 programming languages like Java, C++, .NET, PHP, python and more."
- Title: [Why are you pricing per contributing developers?](https://www.g2.com/discussions/i-can-t-find-a-plugin-for-my-build-tool-server-does-that-mean-you-cannot-support) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "WhiteSource automates and manages open source components throughout the Software Development Life Cycle (SDLC). Therefore, pricing based on the number of..."
- Title: [Do you offer an on-premise option?](https://www.g2.com/discussions/does-whitesource-work-with-all-languages-and-build-tools) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "WhiteSource is a cloud-based service, but we also offer an on-premise option, if necessary. It’s important to emphasize that we do not scan your code. We..."
- Title: [What is a contributing developer?](https://www.g2.com/discussions/3104-how-does-whitesource-work) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "“Contributing Developer” means any employee or contractor who at any point (1) accesses or uses the WhiteSource product; (2) develops the code to be scanned..."

### GitHub

- Title: [What is GitHub used for?](https://www.g2.com/discussions/what-is-github-used-for) — 9 comments, 4 upvotes
  > **Top comment:** "- store software source code
- use actions to execute CI / CD and publish artefacts / create releases
- lightweight software project management"
- Title: [What can GitHub be used for?](https://www.g2.com/discussions/what-can-github-be-used-for) — 6 comments
  > **Top comment:** "To have a storage for my main projects."
- Title: [How is GitHub shaping the landscape of collaborative software development and version control?](https://www.g2.com/discussions/how-is-github-shaping-the-landscape-of-collaborative-software-development-and-version-control) — 5 comments
  > **Top comment:** "GitHub provides a platform for developers across the world to collaborate on projects, regardless of their location. It has become a vital tool for..."
- Title: [What does GitHub mean?](https://www.g2.com/discussions/what-does-github-mean) — 3 comments
  > **Top comment:** "pandora of Codes, 
All useful codes developed by coders around the globe are here."
- Title: [What are the features of GitHub?](https://www.g2.com/discussions/what-are-the-features-of-github) — 2 comments, 1 upvote
  > **Top comment:** "Github Actions"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/jfrog-2024-03-28-vs-mend-io-vs-github)