# 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.



---
## Frequently Asked Questions

### What is the difference between Harbor vs JFrog?

Harbor stands out for higher reviewer satisfaction on support and ease of use, while JFrog is more widely adopted and favored in enterprise and mid-market segments.

| [Harbor](https://www.g2.com/products/harbor/reviews) | [JFrog](https://www.g2.com/products/jfrog-2024-03-28/reviews) |
| --- | --- |
| 4.6/5 (14 reviews) | 4.2/5 (164 reviews) |
| Mid-Market | Enterprise |
| — | 8.2 |
| 9.3 | 8.4 |
| High support satisfaction and ease of use | Broad adoption, strong integrations, and centralized artifact management |



### How do the pricing models of Harbor and JFrog compare?

Harbor is perceived as the stronger value, with reviewers consistently highlighting its affordability, while JFrog receives mixed feedback on pricing satisfaction.

- **Harbor:** In recent reviews, many highlight Harbor as inexpensive and cost-effective, making it accessible for companies with limited budgets.
- **JFrog:** Reviewers frequently cite JFrog's pricing as a barrier for smaller teams, describing it as prohibitive and noting a desire for more accessible pricing models.
- **Switching reasons:** Several reviewers mention switching away from JFrog due to its high cost and complex licensing, especially for small teams and startups.



### What are the best alternatives to Harbor and JFrog?

GitLab, Docker hub, and Amazon Elastic Container Registry (ECR) are the top three alternatives to Harbor and JFrog.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Harbor](https://www.g2.com/products/harbor/reviews) | 4.6/5 (14) | Mid-Market | Inexpensive and cost-effective | High support satisfaction and ease of use |
| [JFrog](https://www.g2.com/products/jfrog-2024-03-28/reviews) | 4.2/5 (164) | Enterprise | Pricing often cited as prohibitive for small teams | Centralized artifact management and strong integrations |
| [GitLab](https://www.g2.com/products/gitlab/reviews) | 4.5/5 (902) | Small-Business | — | Integrated DevOps platform with strong CI/CD capabilities |
| [Docker hub](https://www.g2.com/products/docker-inc-docker/reviews) | 4.6/5 (301) | Small-Business | — | Widely used for container image storage and sharing |
| [Amazon Elastic Container Registry (ECR)](https://www.g2.com/products/amazon-elastic-container-registry-ecr/reviews) | 4.3/5 (119) | Mid-Market | — | Scalable container registry integrated with AWS ecosystem |



### Which Container Registry features should I prioritize when comparing Harbor and JFrog?

Buyers should prioritize ease of use, quality of support, integrations, security features, and pricing satisfaction when comparing Harbor and JFrog.

- **Ease of Use:** Harbor scores 8.9, JFrog 8.1.
- **Quality of Support:** Harbor scores 9.3, JFrog 8.4.
- **Integrations:** JFrog is frequently cited for integrations with Docker (35 all-time mentions), GitHub (9), and Jenkins (8); Harbor integration data is not available.
- **Security Features:** Reviewers highlight Harbor's advanced security features, including access control and vulnerability scanning; JFrog is noted for Xray vulnerability and license scanning.
- **Pricing Satisfaction:** Harbor is consistently described as cost-effective, while JFrog receives mixed feedback on pricing, especially for small teams.



### What are the pros and cons of Harbor vs JFrog?

Harbor's headline strength is high support satisfaction and ease of use, while JFrog excels in centralized artifact management and integrations.

- **Harbor strengths:** Reviewers consistently praise Harbor for its affordability, ease of use, robust security features, and high support satisfaction.
- **Harbor trade-offs:** Some reviewers note that Harbor's configuration can be challenging for inexperienced users, and integration with Microsoft Active Directory via LDAP is not fully complete.
- **JFrog strengths:** JFrog is recognized for centralized artifact management, broad package type support, strong integrations with CI/CD tools, and advanced security scanning (Xray).
- **JFrog trade-offs:** Reviewers frequently mention a steep learning curve, complex UI, high pricing for small teams, and administrative complexity, especially in large environments.



### Is Harbor or JFrog better for small businesses?

Harbor is better suited for small businesses, with reviewers highlighting its affordability and ease of use, while JFrog is more commonly adopted in enterprise environments.

- **Harbor:** Largest segment is Mid-Market, with reviewers emphasizing its cost-effectiveness and accessibility for smaller companies.
- **JFrog:** Largest segment is Enterprise, and reviewers often cite pricing and complexity as barriers for small teams.



### Which Container Registry platform has better integrations?

JFrog is favored for integrations, with reviewers frequently citing its compatibility with major DevOps tools.

- **Harbor:** No recent reviewer-cited integrations are available.
- **JFrog:** Integrations with Docker (35 all-time mentions), GitHub (9), and Jenkins (8) are frequently highlighted by reviewers.



### How do Harbor and JFrog compare on customer support?

Harbor leads on Quality of Support with a 0.9-point advantage over JFrog (9.3 vs 8.4).

- **Harbor:** Reviewers consistently describe support as responsive, helpful, and a key differentiator, with multiple reviews rating support at 7.0 out of 7.0.
- **JFrog:** Reviewers generally rate support positively, but several mention that onboarding and advanced configuration support could be improved, with scores ranging from 5.0 to 7.0.



### Which is easier to implement, Harbor or JFrog?

JFrog and Harbor are at parity on Ease of Setup, with JFrog scoring 8.2 and Harbor lacking a published score but receiving positive qualitative feedback.

- **Harbor:** Reviewers describe Harbor as easy to install and quick to implement, with several noting that setup is straightforward for experienced users but can be challenging for beginners.
- **JFrog:** Reviewers report that initial setup is generally easy, especially with professional onboarding, but advanced configuration and permission management can be complex and require a learning curve.



### Which product has better Pipelines?

JFrog is favored for Pipelines, with reviewers frequently highlighting its integration and automation capabilities in CI/CD workflows.

- **Harbor:** No reviewer-cited data on Pipelines is available.
- **JFrog:** Reviewers consistently mention JFrog's strong pipeline automation, integration with CI/CD tools, and support for complex workflows, with multiple reviews citing its value in managing and automating pipelines.



| | Harbor | JFrog | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 14 | 173 | 

---
## 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 (114 reviews) | 
  | **Ease of Use** | 8.9 (14 reviews) | 8.1 (116 reviews) | 
  | **Ease of Setup** | Not enough data | 8.3 (81 reviews) | 
  | **Ease of Admin** | Not enough data | 8.4 (45 reviews) | 
  | **Quality of Support** | 9.3 (14 reviews) | 8.4 (101 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.5 (44 reviews) | 
  | **Product Direction (% positive)** | 9.2 (14 reviews) | 8.7 (106 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 | 11 |

#### 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 | 7.5 (10 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 | 8.6 (11 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 | 17 |

#### Functionality

| Feature | Harbor | JFrog | 
|---|---|---|
| **Package Management** | Not enough data | 7.6 (13 reviews) | 
| **Integration** | Not enough data | 7.2 (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 | 8.1 (14 reviews) | 
| **Package Tracking** | Not enough data | 7.5 (10 reviews) | 
| **Automation** | Not enough data | 6.1 (9 reviews) | 
| **Rollback** | Not enough data | 7.1 (12 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** | 9.3/10 | 5 |

#### Functionality - Software Composition Analysis 

| Feature | Harbor | JFrog | 
|---|---|---|
| **Language Support** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **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 | 9.3 (5 reviews) | 
| **Thorough Detection** | Not enough data | Not enough data | 

### 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** | 8.1/10 | 47 |

#### Management

| Feature | Harbor | JFrog | 
|---|---|---|
| **Configuration Management** | Not enough data | 8.4 (28 reviews) | 
| **Access Control** | Not enough data | 7.3 (17 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 | 8.7 (31 reviews) | 
| **Integrations** | Not enough data | 8.6 (27 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 (19 reviews) | 
| **Workflow Visualization** | Not enough data | 7.0 (10 reviews) | 
| **Continuous Deployment** | Not enough data | 9.2 (24 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% | 24.5% | 
| **Mid-Market** | 85.7% | 29.4% | 
| **Enterprise** | 7.1% | 46.0% | 

### 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:** 28.5%
- **Computer Software:** 16.1%
- **Financial Services:** 8.8%
- **Computer & Network Security:** 5.1%
- **Accounting:** 2.9%
- **Banking:** 2.9%
- **Hospital & Health Care:** 2.9%
- **Automotive:** 2.2%
- **Insurance:** 2.2%
- **Internet:** 2.2%
- **Other:** 26.3%

---
## Alternatives

### Alternatives to Harbor

- [Docker](https://www.g2.com/products/docker-inc-docker/reviews) — 4.6/5 stars (303 reviews)
- [Amazon Elastic Container Registry (ECR)](https://www.g2.com/products/amazon-elastic-container-registry-ecr/reviews) — 4.3/5 stars (119 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 (333 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 (2407 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (333 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (573 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 (510 reviews)
- [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) — 4.3/5 stars (380 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (845 reviews)
- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (456 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)