# Harbor vs JFrog Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Harbor excels in **user experience** , with many praising its accessibility and the ability to handle complex managerial tasks effectively. Users appreciate how Harbor guides them through registry procedures, making it easier to manage their workflows.
- **Users say** that JFrog shines in **artifact management** , particularly for its support of multiple package types. Reviewers highlight the centralized platform that simplifies the storage, organization, and sharing of artifacts across various projects, enhancing collaboration.
- **According to verified reviews** , Harbor has a strong reputation for **quality of support** , with users noting the responsiveness and helpfulness of the support team. This aspect is crucial for teams that require reliable assistance during implementation and ongoing use.
- **Reviewers mention** that JFrog's **ease of use** is a bit lower compared to Harbor, with some users indicating that while the platform is powerful, it can be complex to navigate at times. However, the smooth login experience and well-organized interface help mitigate these challenges.
- **G2 reviewers highlight** that Harbor's **implementation process** is straightforward, allowing teams to get up and running quickly. Users appreciate the intuitive onboarding that helps them start using the software effectively without extensive training.
- **Users report** that JFrog has made significant strides in **product direction** , particularly with the introduction of AI features for governance and MLOps workflows. This innovation has been well-received, although some users felt the rollout took longer than expected.



| | Harbor | JFrog | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 14 | 156 | 
| **Largest Market Segment** | Mid-Market (85.7% of reviews) | Enterprise (47.0% of reviews) | 
| **Entry Level Price** | No pricing available | $50.00 Per Month | 

---
## Top Pros & Cons

### Harbor

**Not enough data**

### JFrog

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

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

---
## Ratings Comparison
| Rating | Harbor | JFrog | 
|---|---|---|
  | **Meets Requirements** | 9.5 (14 reviews) | 8.6 (108 reviews) | 
  | **Ease of Use** | 8.9 (14 reviews) | 8.1 (110 reviews) | 
  | **Ease of Setup** | Not enough data | 8.2 (76 reviews) | 
  | **Ease of Admin** | Not enough data | 8.4 (44 reviews) | 
  | **Quality of Support** | 9.3 (14 reviews) | 8.4 (96 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.5 (43 reviews) | 
  | **Product Direction (% positive)** | 9.2 (14 reviews) | 8.6 (102 reviews) | 

---
## Pricing

### Harbor

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### JFrog

#### Entry-Level Pricing

Plan: PRO

Price: $50.00 Per Month

Description: Artifactory - The Universal Private Registry for all Binaries and AI Artifacts.

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

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Additional Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | 7.7/10 | 10 |

#### Administration

| Feature | Harbor | JFrog | 
|---|---|---|
| **Configuration Management** | Not enough data | 7.2 (9 reviews) | 
| **Access Control** | Not enough data | 7.0 (9 reviews) | 
| **Dashboards** | Not enough data | 7.8 (9 reviews) | 

#### Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Deployment Automation** | Not enough data | 7.6 (9 reviews) | 
| **Process Analytics** | Not enough data | 7.5 (8 reviews) | 
| **Plugins** | Not enough data | 8.2 (10 reviews) | 
| **APIs / Integrations** | Not enough data | 8.5 (10 reviews) | 
| **Feature Flags** | Not enough data | Feature Not Available | 

#### Processes

| Feature | Harbor | 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) | 

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Administration

| Feature | Harbor | JFrog | 
|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 
| **Extensibility** | Not enough data | Not enough data | 

#### Analysis

| Feature | Harbor | JFrog | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Static Code Analysis** | Not enough data | Not enough data | 
| **Code Analysis** | Not enough data | Not enough data | 
| **Integrated Development Environment** | Not enough data | Not enough data | 

#### Testing

| Feature | Harbor | 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 | 
| **Compliance Testing** | Not enough data | Not enough data | 
| **Source-Code Scanning** | Not enough data | Not enough data | 
| **Detection Rate** | Not enough data | Not enough data | 
| **False Positives** | Not enough data | Not enough data | 
| **Multi-Language Scanning** | Not enough data | Not enough data | 

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

| Feature | Harbor | JFrog | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Debugging** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **For Developers** | Not enough data | Not enough data | 
| **Deployment Management** | Not enough data | Not enough data | 
| **Application Security** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 

### Cloud Infrastructure Automation

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

#### Administration 

| Feature | Harbor | 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 | Harbor | 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 | Harbor | 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 |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Deployment

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

### Continuous Delivery

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

#### Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Deployment-Ready Staging** | Not enough data | 8.5 (12 reviews) | 
| **Integration** | Not enough data | 8.2 (12 reviews) | 
| **Extensible** | Not enough data | 8.6 (11 reviews) | 

#### Management

| Feature | Harbor | JFrog | 
|---|---|---|
| **Processes and Workflow** | Not enough data | 8.7 (13 reviews) | 
| **Reporting** | Not enough data | 7.4 (9 reviews) | 
| **Automation** | Not enough data | 8.2 (13 reviews) | 

#### Agentic AI - Continuous Delivery

| Feature | Harbor | 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 |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | 7.1/10 | 16 |

#### Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Package Management** | Not enough data | 7.7 (13 reviews) | 
| **Integration** | Not enough data | 7.4 (12 reviews) | 
| **Code Analysis** | Not enough data | 6.3 (10 reviews) | 
| **Vulnerability Checks** | Not enough data | 7.1 (11 reviews) | 
| **Static Analysis** | Not enough data | Not enough data | 
| **Project Management** | Not enough data | Not enough data | 
| **Repository Management** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Assignment Management** | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | 
| **Testing/QA Management** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 

#### Management

| Feature | Harbor | JFrog | 
|---|---|---|
| **Package Access Control** | Not enough data | 7.9 (13 reviews) | 
| **Package Tracking** | Not enough data | 7.4 (9 reviews) | 
| **Automation** | Not enough data | 5.8 (8 reviews) | 
| **Rollback** | Not enough data | 7.0 (11 reviews) | 
| **Version Control** | Not enough data | Not enough data | 
| **Task Progress Tracking** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Bug Tracking** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Code Review** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Two-Factor Authentication** | Not enough data | Not enough data | 
| **Bug/Issue Capture** | Not enough data | Not enough data | 
| **Custom Development** | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | 
| **Multiple Programming Languages Supported** | Not enough data | Not enough data | 
| **Security Testing** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Collaborative Development** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Content Library** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 
| **Vulnerability Scanning** | Not enough data | Not enough data | 
| **Wiki** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | 8.8/10 | 6 |

#### Functionality - Software Composition Analysis 

| Feature | Harbor | JFrog | 
|---|---|---|
| **Language Support** | Not enough data | 8.7 (5 reviews) | 
| **Integration** | Not enough data | 8.3 (5 reviews) | 
| **Transparency** | Not enough data | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | Harbor | JFrog | 
|---|---|---|
| **Remediation Suggestions** | Not enough data | Not enough data | 
| **Continuous Monitoring** | Not enough data | 9.4 (6 reviews) | 
| **Thorough Detection** | Not enough data | 8.7 (5 reviews) | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Device Recognition

| Feature | Harbor | 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 | Harbor | 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 | Harbor | 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 |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | 8.0/10 | 41 |

#### Management

| Feature | Harbor | JFrog | 
|---|---|---|
| **Configuration Management** | Not enough data | 8.3 (25 reviews) | 
| **Access Control** | Not enough data | 7.3 (16 reviews) | 
| **Orchestration** | Not enough data | 8.5 (19 reviews) | 
| **Portfolio Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Timeline Management** | Not enough data | Not enough data | 
| **Testing Management** | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Project Management** | Not enough data | Not enough data | 
| **Release Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 

#### Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Automation** | Not enough data | 8.5 (27 reviews) | 
| **Integrations** | Not enough data | 8.3 (22 reviews) | 
| **Extensibility** | Not enough data | 6.2 (10 reviews) | 
| **Continuous Integration** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Processes

| Feature | Harbor | JFrog | 
|---|---|---|
| **Pipeline Control** | Not enough data | 8.9 (18 reviews) | 
| **Workflow Visualization** | Not enough data | 7.0 (10 reviews) | 
| **Continuous Deployment** | Not enough data | 9.1 (23 reviews) | 
| **Prioritization** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 
| **Approval Workflow** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Single Sign On** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Commenting/Notes** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Troubleshooting Reports** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Projections** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 

### Continuous Integration

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

#### Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Third-Party 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 | Harbor | 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 | Harbor | 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 | 

#### Additional Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Continuous Deployment** | Not enough data | Not enough data | 
| **Source-Code Scanning** | Not enough data | Not enough data | 
| **Continuous Delivery** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Bug Tracking** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **For Developers** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Repository Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Pipeline Management** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Multi-User Collaboration** | Not enough data | Not enough data | 
| **Project Management** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Lifecycle Management** | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Automated Testing** | Not enough data | Not enough data | 
| **Debugging** | Not enough data | Not enough data | 
| **Approval Process Control** | Not enough data | Not enough data | 
| **Build Log** | Not enough data | Not enough data | 
| **Quality Assurance** | Not enough data | Not enough data | 

### Software Supply Chain Security Tools

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | N/A | N/A |

#### Security

| Feature | Harbor | JFrog | 
|---|---|---|
| **Tampering** | Not enough data | Not enough data | 
| **Malicious Code** | Not enough data | Not enough data | 
| **Verification** | Not enough data | Not enough data | 
| **Security Risks** | Not enough data | Not enough data | 

#### Tracking

| Feature | Harbor | JFrog | 
|---|---|---|
| **Bill of Materials** | Not enough data | Not enough data | 
| **Audit Trails** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 

### Software Bill of Materials (SBOM)

| Product | Score | Reviews |
|---|---|---|
| **Harbor** | N/A | N/A |
| **JFrog** | N/A | N/A |

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

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

---
## Categories
**Shared Categories (1):** [Container Registry Software](https://www.g2.com/categories/container-registry)


**Unique to JFrog (13):** [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), [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [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), [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast), [Application Release Orchestration (ARO) Tools](https://www.g2.com/categories/application-release-orchestration), [Version Control Hosting Software](https://www.g2.com/categories/version-control-hosting), [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Harbor | JFrog | 
|---|---|---|
| **Small-Business** | 7.1% | 23.5% | 
| **Mid-Market** | 85.7% | 29.5% | 
| **Enterprise** | 7.1% | 47.0% | 

### By Industry

#### Harbor

- **Insurance:** 14.3%
- **Hospital & Health Care:** 14.3%
- **Construction:** 14.3%
- **Computer Software:** 14.3%
- **Transportation/Trucking/Railroad:** 7.1%
- **Management Consulting:** 7.1%
- **Investment Management:** 7.1%
- **Internet:** 7.1%
- **Human Resources:** 7.1%
- **Building Materials:** 7.1%

#### JFrog

- **Information Technology and Services:** 29.0%
- **Computer Software:** 16.0%
- **Financial Services:** 8.4%
- **Computer & Network Security:** 5.3%
- **Accounting:** 3.1%
- **Banking:** 3.1%
- **Automotive:** 2.3%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 2.3%
- **Internet:** 2.3%
- **Other:** 26.0%

---
## Alternatives

### Alternatives to Harbor

- [Docker](https://www.g2.com/products/docker-inc-docker/reviews) — 4.6/5 stars (300 reviews)
- [Amazon Elastic Container Registry (ECR)](https://www.g2.com/products/amazon-elastic-container-registry-ecr/reviews) — 4.3/5 stars (118 reviews)
- [Red Hat Quay](https://www.g2.com/products/red-hat-quay/reviews) — 4.5/5 stars (51 reviews)
- [Azure Container Registry](https://www.g2.com/products/azure-container-registry/reviews) — 4.4/5 stars (35 reviews)
- [Sonatype Nexus Repository](https://www.g2.com/products/sonatype-nexus-repository/reviews) — 4.5/5 stars (23 reviews)
- [Google Container Registry](https://www.g2.com/products/google-container-registry/reviews) — 4.3/5 stars (16 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (311 reviews)
- [Oracle Cloud Infrastructure Registry](https://www.g2.com/products/oracle-cloud-infrastructure-registry/reviews) — 4.4/5 stars (16 reviews)
- [Alibaba Container Registry](https://www.g2.com/products/alibaba-container-registry/reviews) — 4.7/5 stars (14 reviews)
- [ImageCart](https://www.g2.com/products/imagecart/reviews) — 4.4/5 stars (64 reviews)

### Alternatives to JFrog

- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (900 reviews)
- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2394 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (311 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (572 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 (511 reviews)
- [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) — 4.3/5 stars (378 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (841 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (434 reviews)

---
## Top Discussions

### Harbor

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/harbor-vs-jfrog-2024-03-28)