# Aikido Security vs JFrog Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Aikido Security excels in user experience, with many praising its **ease of setup** and intuitive interface. Users appreciate how quickly they can add projects and start receiving insights into their codebase, making it a strong choice for teams looking for a straightforward integration process.
- **Users say** that JFrog is particularly well-suited for larger organizations, as it scales efficiently to accommodate high build volumes and multiple projects. This makes it a reliable option for enterprises that require robust support for complex workflows.
- **Reviewers mention** that Aikido Security offers significant value in its free tier, providing meaningful features that are often limited in other tools. This accessibility allows smaller teams to leverage effective security measures without a financial commitment, which is a major advantage for startups and small businesses.
- **According to verified reviews** , JFrog has received positive feedback for its comprehensive capabilities in managing ML model builds and deployments. Users highlight its central model repository as a key feature that simplifies artifact storage and management, making it a strong contender for teams focused on machine learning.
- **G2 reviewers note** that Aikido Security's dashboard is user-friendly, allowing non-developers to manage issues effectively. This feature is particularly beneficial for teams that want to enhance collaboration between technical and non-technical members, providing a clear overview of security concerns.
- **Users express** that while JFrog has a solid reputation in the enterprise space, it faces challenges in user satisfaction compared to Aikido Security. With a lower overall G2 Score, some users feel that JFrog could improve in areas like support and ease of use, which are critical for day-to-day operations.



| | Aikido Security | JFrog | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 141 | 128 | 
| **Largest Market Segment** | Small-Business (78.6% of reviews) | Enterprise (47.2% of reviews) | 
| **Entry Level Price** | Free | Starting at $150.00 Per Month | 

---
## Top Pros & Cons

### Aikido Security

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

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

### JFrog

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

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

---
## Ratings Comparison
| Rating | Aikido Security | JFrog | 
|---|---|---|
  | **Meets Requirements** | 8.9 (125 reviews) | 8.5 (88 reviews) | 
  | **Ease of Use** | 9.4 (126 reviews) | 8.1 (90 reviews) | 
  | **Ease of Setup** | 9.5 (118 reviews) | 8.2 (56 reviews) | 
  | **Ease of Admin** | 9.4 (71 reviews) | 8.4 (40 reviews) | 
  | **Quality of Support** | 9.3 (100 reviews) | 8.3 (76 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (65 reviews) | 8.5 (39 reviews) | 
  | **Product Direction (% positive)** | 9.4 (124 reviews) | 8.4 (82 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

### 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

---
## Features Comparison By Category

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | 7.7/10 | 9 |

#### Administration

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Configuration Management** | Not enough data | 7.1 (8 reviews) | 
| **Access Control** | Not enough data | 6.9 (8 reviews) | 
| **Dashboards** | Not enough data | 7.7 (8 reviews) | 

#### Functionality

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Deployment Automation** | Not enough data | 7.5 (8 reviews) | 
| **Process Analytics** | Not enough data | 7.5 (8 reviews) | 
| **Plugins** | Not enough data | 8.1 (9 reviews) | 
| **APIs / Integrations** | Not enough data | 8.5 (9 reviews) | 
| **Feature Flags** | Not enough data | Feature Not Available | 

#### Processes

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Pipelines** | Not enough data | 8.5 (9 reviews) | 
| **Orchestration** | Not enough data | 7.4 (9 reviews) | 
| **Workflow Visualization** | Not enough data | 7.3 (8 reviews) | 

### Penetration Testing

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Administration

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

#### Analysis

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

#### Testing

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

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.3/10 | 78 |
| **JFrog** | N/A | N/A |

#### Administration

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **API / Integrations** | 8.6 (64 reviews) | Not enough data | 
| **Extensibility** | Feature Not Available | Not enough data | 

#### Analysis

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Reporting and Analytics** | 8.8 (62 reviews) | Not enough data | 
| **Issue Tracking** | 9.0 (57 reviews) | Not enough data | 
| **Static Code Analysis** | 9.1 (64 reviews) | Not enough data | 
| **Code Analysis** | 8.9 (63 reviews) | Not enough data | 

#### Testing

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Command-Line Tools** | 7.3 (42 reviews) | Not enough data | 
| **Manual Testing** | 7.0 (42 reviews) | Not enough data | 
| **Test Automation** | 8.1 (43 reviews) | Not enough data | 
| **Compliance Testing** | 8.5 (47 reviews) | Not enough data | 
| **Black-Box Scanning** | 8.2 (43 reviews) | Not enough data | 
| **Detection Rate** | Feature Not Available | Not enough data | 
| **False Positives** | 8.0 (52 reviews) | Not enough data | 

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

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Autonomous Task Execution** | 8.3 (27 reviews) | Not enough data | 

### Dynamic Application Security Testing (DAST)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.5/10 | 24 |
| **JFrog** | N/A | N/A |

#### Administration

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 
| **Extensibility** | Feature Not Available | Not enough data | 

#### Analysis

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Reporting and Analytics** | 9.2 (22 reviews) | Not enough data | 
| **Issue Tracking** | 9.2 (22 reviews) | Not enough data | 
| **Static Code Analysis** | 9.4 (22 reviews) | Not enough data | 
| **Vulnerability Scan** | 9.4 (23 reviews) | Not enough data | 
| **Code Analysis** | 9.5 (21 reviews) | Not enough data | 

#### Testing

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Manual Testing** | 6.9 (18 reviews) | Not enough data | 
| **Test Automation** | Feature Not Available | Not enough data | 
| **Compliance Testing** | 8.6 (19 reviews) | Not enough data | 
| **Black-Box Scanning** | 8.1 (19 reviews) | Not enough data | 
| **Detection Rate** | Feature Not Available | Not enough data | 
| **False Positives** | 6.7 (19 reviews) | Not enough data | 

### Container Security

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

#### Administration

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

#### Monitoring

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

#### Protection

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

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | 8.7/10 | 5 |

#### Administration 

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Administration Console** | Not enough data | 8.7 (5 reviews) | 
| **Task Management** | Not enough data | 8.7 (5 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 9.0 (5 reviews) | 
| **Access Control** | Not enough data | 9.3 (5 reviews) | 

#### Automation

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Test Automation** | Not enough data | Not enough data | 
| **Intelligent Automation** | Not enough data | Feature Not Available | 
| **Release Automation** | Not enough data | 8.7 (5 reviews) | 
| **Automated Provisioning** | Not enough data | Feature Not Available | 

#### IT Management

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Workflow Management** | Not enough data | Not enough data | 
| **Infrastructure Management** | Not enough data | 7.7 (5 reviews) | 
| **IT Discovery** | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Deployment

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Deployment

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Management

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | 

#### Operations

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Metrics** | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | 

#### Management

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Vulnerability Scanner

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.1/10 | 66 |
| **JFrog** | N/A | N/A |

#### Performance

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Issue Tracking** | 8.8 (62 reviews) | Not enough data | 
| **Detection Rate** | Feature Not Available | Not enough data | 
| **False Positives** | 7.8 (59 reviews) | Not enough data | 
| **Automated Scans** | 8.9 (61 reviews) | Not enough data | 

#### Network

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Compliance Testing** | 8.0 (58 reviews) | Not enough data | 
| **Perimeter Scanning** | 8.0 (55 reviews) | Not enough data | 
| **Configuration Monitoring** | 8.1 (56 reviews) | Not enough data | 

#### Application

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

#### Agentic AI - Vulnerability Scanner

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Autonomous Task Execution** | 7.7 (23 reviews) | Not enough data | 
| **Proactive Assistance** | 7.6 (24 reviews) | Not enough data | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | 8.2/10 | 13 |

#### Functionality

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Deployment-Ready Staging** | Not enough data | 8.3 (11 reviews) | 
| **Integration** | Not enough data | 8.2 (10 reviews) | 
| **Extensible** | Not enough data | 8.6 (11 reviews) | 

#### Management

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Processes and Workflow** | Not enough data | 8.6 (12 reviews) | 
| **Reporting** | Not enough data | 7.4 (9 reviews) | 
| **Automation** | Not enough data | 8.0 (11 reviews) | 

#### Agentic AI - Continuous Delivery

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Repository Management

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | 6.7/10 | 12 |

#### Functionality

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Package Management** | Not enough data | 7.2 (10 reviews) | 
| **Integration** | Not enough data | 6.7 (9 reviews) | 
| **Code Analysis** | Not enough data | 6.3 (8 reviews) | 
| **Vulnerability Checks** | Not enough data | 6.2 (7 reviews) | 

#### Management

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

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 9.0/10 | 23 |
| **JFrog** | 9.3/10 | 5 |

#### Functionality - Software Composition Analysis 

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Language Support** | 9.0 (21 reviews) | Not enough data | 
| **Integration** | 9.0 (21 reviews) | Not enough data | 
| **Transparency** | 9.0 (21 reviews) | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Remediation Suggestions** | 8.8 (22 reviews) | Not enough data | 
| **Continuous Monitoring** | 9.0 (21 reviews) | 9.3 (5 reviews) | 
| **Thorough Detection** | 9.1 (21 reviews) | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Device Recognition

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 

#### Monitoring

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Device Status** | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 

#### Provisioning

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | 
| **Device Diagnostics & Repair** | Not enough data | Not enough data | 
| **Firmware Updates** | Not enough data | Not enough data | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | 7.6/10 | 22 |

#### Management

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Configuration Management** | Not enough data | 7.8 (17 reviews) | 
| **Access Control** | Not enough data | 7.1 (13 reviews) | 
| **Orchestration** | Not enough data | 7.8 (12 reviews) | 

#### Functionality

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Automation** | Not enough data | 7.4 (15 reviews) | 
| **Integrations** | Not enough data | 7.4 (14 reviews) | 
| **Extensibility** | Not enough data | 6.2 (10 reviews) | 

#### Processes

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Pipeline Control** | Not enough data | 8.6 (14 reviews) | 
| **Workflow Visualization** | Not enough data | 7.0 (10 reviews) | 
| **Continuous Deployment** | Not enough data | 8.8 (16 reviews) | 

### Continuous Integration

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | 7.7/10 | 11 |

#### Functionality

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Integrations** | Not enough data | 8.0 (10 reviews) | 
| **Extensibility** | Not enough data | 8.0 (10 reviews) | 
| **Test Customization** | Not enough data | 7.8 (9 reviews) | 

#### Management

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Automation** | Not enough data | 7.5 (10 reviews) | 
| **Processes and Workflow** | Not enough data | 7.8 (10 reviews) | 
| **Reporting** | Not enough data | 6.9 (9 reviews) | 

#### Agentic AI - Continuous Integration

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Secure Code Review

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | 8.9/10 | 15 |
| **JFrog** | N/A | N/A |

#### Documentation

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Feedback** | 9.7 (10 reviews) | Not enough data | 
| **Prioritization** | 9.7 (11 reviews) | Not enough data | 
| **Remediation Suggestions** | 8.5 (10 reviews) | Not enough data | 

#### Security

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **False Positives** | 8.2 (14 reviews) | Not enough data | 
| **Custom Compliance** | 8.9 (11 reviews) | Not enough data | 
| **Agility** | 8.5 (11 reviews) | Not enough data | 

### Cloud Security Posture Management (CSPM)

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

#### Configuration

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

#### Visibility

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

#### Vulnerability Management

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

### Software Supply Chain Security Tools

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

#### Security

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

#### Tracking

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

### Application Security Posture Management (ASPM)

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

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

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

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

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

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

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

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

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

### Software Bill of Materials (SBOM)

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

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

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Format Support** | Not enough data | Not enough data | 
| **Annotations** | Not enough data | Not enough data | 
| **Attestation** | Not enough data | Not enough data | 

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

| Feature | Aikido Security | JFrog | 
|---|---|---|
| **Monitoring** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **User Provisioning** | Not enough data | Not enough data | 

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

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

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

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

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

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

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

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

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

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

### AI AppSec Assistants

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Performance - AI AppSec Assistants

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

#### Integration - AI AppSec Assistants

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

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **Aikido Security** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Cloud Visibility

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

#### Security

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

#### Identity

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

---
## Categories
**Shared Categories (3):** [Software Supply Chain Security Solutions](https://www.g2.com/categories/software-supply-chain-security-tools), [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 Aikido Security (9):** [Penetration Testing Tools](https://www.g2.com/categories/penetration-testing-tools), [AI AppSec Assistants](https://www.g2.com/categories/ai-appsec-assistants), [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), [Dynamic Application Security Testing (DAST) Software](https://www.g2.com/categories/dynamic-application-security-testing-dast), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [Secure Code Review Software](https://www.g2.com/categories/secure-code-review), [Cloud-Native Application Protection Platform (CNAPP)](https://www.g2.com/categories/cloud-native-application-protection-platform-cnapp)

**Unique to JFrog (11):** [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Aikido Security | JFrog | 
|---|---|---|
| **Small-Business** | 78.6% | 23.6% | 
| **Mid-Market** | 19.8% | 29.3% | 
| **Enterprise** | 1.6% | 47.2% | 

### 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%

#### JFrog

- **Information Technology and Services:** 31.3%
- **Computer Software:** 13.4%
- **Financial Services:** 8.9%
- **Computer & Network Security:** 5.4%
- **Automotive:** 2.7%
- **Banking:** 2.7%
- **Hospital & Health Care:** 2.7%
- **Insurance:** 2.7%
- **Internet:** 2.7%
- **Accounting:** 1.8%
- **Other:** 25.9%

---
## Alternatives

### Alternatives to Aikido Security

- [Snyk](https://www.g2.com/products/snyk/reviews) — 4.5/5 stars (132 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 (794 reviews)
- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2360 reviews)
- [Scrut Automation](https://www.g2.com/products/scrut-automation/reviews) — 4.9/5 stars (1308 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 (354 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (310 reviews)

### Alternatives to JFrog

- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (893 reviews)
- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2360 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (565 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 (794 reviews)
- [Bitbucket](https://www.g2.com/products/bitbucket/reviews) — 4.4/5 stars (1009 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews)

---
## Top Discussions

### Aikido Security

No discussions available for this product.

### JFrog

No discussions available for this product.

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