# JFrog, ProGet vs Harness Platform Comparison

| | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.3 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 123 | 12 | 281 | 
| **Largest Market Segment** | Enterprise (46.6% of reviews) | Small-Business (58.3% of reviews) | Enterprise (41.3% of reviews) | 
| **Entry Level Price** | Starting at $150.00 Per Month | $9,995 per year  | No pricing available | 

---
## Top Pros & Cons

### JFrog

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

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

### ProGet

**Not enough data**

### Harness Platform

Pros:
- Ease of Use (113 reviews)
- Features (72 reviews)

Cons:
- Missing Features (23 reviews)
- Limitations (20 reviews)

---
## Ratings Comparison
| Rating | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (84 reviews) | 8.9 (12 reviews) | 8.9 (207 reviews) | 
  | **Ease of Use** | 8.2 (86 reviews) | 8.9 (12 reviews) | 8.8 (214 reviews) | 
  | **Ease of Setup** | 8.2 (52 reviews) | 7.7 (5 reviews) | 8.6 (116 reviews) | 
  | **Ease of Admin** | 8.4 (40 reviews) | 8.0 (5 reviews) | 8.8 (86 reviews) | 
  | **Quality of Support** | 8.4 (73 reviews) | 8.7 (10 reviews) | 9.0 (166 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (39 reviews) | Not enough data | 9.2 (82 reviews) | 
  | **Product Direction (% positive)** | 8.5 (78 reviews) | 10.0 (11 reviews) | 9.0 (204 reviews) | 

---
## Pricing

### JFrog

#### Entry-Level Pricing

Plan: PRO

Price: Starting at $150.00 Per Month

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


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

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

#### Free Trial

Yes

### ProGet

#### Entry-Level Pricing

Plan: ProGet Enterprise

Price: $9,995 per year 

Description: Includes up to 5 server nodes and is a High Availability instance of ProGet 


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

#### Free Trial

No

### Harness Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | 8.2/10 | 11 |

#### Operations

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Scheduling** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.3 (11 reviews) | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 8.3 (11 reviews) | 
| **Usage Monitoring** | Not enough data | Not enough data | 7.9 (11 reviews) | 

#### Cost Optimization

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Spend Forecasting and Optimization ** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Recommendations  ** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Spend Tracking ** | Not enough data | Not enough data | 8.3 (11 reviews) | 

#### Administration

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.2 (11 reviews) | 
| **Dashboards and Visualizations ** | Not enough data | Not enough data | 8.8 (11 reviews) | 
| **Compliance** | Not enough data | Not enough data | 7.7 (11 reviews) | 

#### Agentic AI - Cloud Cost Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Application Release Orchestration

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 7.7/10 | 9 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Administration

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

#### Functionality

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

#### Processes

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

### Static Application Security Testing (SAST)

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Administration

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | Not enough data | 
| **Extensibility** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Static Code Analysis** | Not enough data | Not enough data | Not enough data | 
| **Code Analysis** | Not enough data | Not enough data | Not enough data | 

#### Testing

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Command-Line Tools** | Not enough data | Not enough data | Not enough data | 
| **Manual Testing** | Not enough data | Not enough data | Not enough data | 
| **Test Automation** | Not enough data | Not enough data | Not enough data | 
| **Compliance Testing** | Not enough data | Not enough data | Not enough data | 
| **Black-Box Scanning** | Not enough data | Not enough data | Not enough data | 
| **Detection Rate** | Not enough data | Not enough data | Not enough data | 
| **False Positives** | Not enough data | Not enough data | Not enough data | 

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

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Cloud Infrastructure Automation

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 8.7/10 | 5 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Administration 

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

#### Automation

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

#### IT Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure Management** | 7.7 (5 reviews) | Not enough data | Not enough data | 
| **IT Discovery** | Not enough data | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Deployment

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Vulnerability Scanner

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Performance

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Detection Rate** | Not enough data | Not enough data | Not enough data | 
| **False Positives** | Not enough data | Not enough data | Not enough data | 
| **Automated Scans** | Not enough data | Not enough data | Not enough data | 

#### Network

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Compliance Testing** | Not enough data | Not enough data | Not enough data | 
| **Perimeter Scanning** | Not enough data | Not enough data | Not enough data | 
| **Configuration Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Application

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Manual Application Testing** | Not enough data | Not enough data | Feature Not Available | 
| **Static Code Analysis** | Not enough data | Not enough data | Not enough data | 
| **Black Box Testing** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Vulnerability Scanner

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Continuous Delivery

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 8.2/10 | 13 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | 8.6/10 | 108 |

#### Functionality

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Deployment-Ready Staging** | 8.3 (11 reviews) | Not enough data | 8.9 (98 reviews) | 
| **Integration** | 8.2 (10 reviews) | Not enough data | 8.8 (90 reviews) | 
| **Extensible** | 8.6 (11 reviews) | Not enough data | 8.4 (87 reviews) | 

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Processes and Workflow** | 8.6 (12 reviews) | Not enough data | 8.7 (96 reviews) | 
| **Reporting** | 7.4 (9 reviews) | Not enough data | 8.1 (83 reviews) | 
| **Automation** | 8.0 (11 reviews) | Not enough data | 8.5 (81 reviews) | 

#### Agentic AI - Continuous Delivery

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Feature Not Available | 

### Software Development Analytics Tools

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | 9.8/10 | 9 |

#### Functionality

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Repository Integration** | Not enough data | Not enough data | 9.8 (8 reviews) | 
| **Analytics and Trends** | Not enough data | Not enough data | 9.8 (8 reviews) | 
| **Productivity Updates** | Not enough data | Not enough data | 10.0 (8 reviews) | 

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Historical Data Consolidation** | Not enough data | Not enough data | 9.6 (8 reviews) | 
| **Data Context** | Not enough data | Not enough data | 10.0 (8 reviews) | 
| **Testing Integration** | Not enough data | Not enough data | 9.7 (6 reviews) | 

### Repository Management

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 6.7/10 | 11 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality

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

#### Management

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

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 9.3/10 | 5 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality - Software Composition Analysis 

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Transparency** | Not enough data | Not enough data | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Remediation Suggestions** | Not enough data | Not enough data | Not enough data | 
| **Continuous Monitoring** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Thorough Detection** | Not enough data | Not enough data | Not enough data | 

### Incident Management

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Monitoring

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Constant Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Timely Alerts** | Not enough data | Not enough data | Not enough data | 
| **TIcket Accuracy** | Not enough data | Not enough data | Not enough data | 
| **AI Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Management Tools

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Ticket Assignment** | Not enough data | Not enough data | Not enough data | 
| **Standardization** | Not enough data | Not enough data | Not enough data | 
| **Lifecycle Visualization** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Incident Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Device Recognition

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | Not enough data | 

#### Monitoring

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Device Status** | Not enough data | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 

#### Provisioning

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | Not enough data | 
| **Device Diagnostics & Repair** | Not enough data | Not enough data | Not enough data | 
| **Firmware Updates** | Not enough data | Not enough data | Not enough data | 

### Feature Management

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | 9.1/10 | 85 |

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Flag Management** | Not enough data | Not enough data | 9.3 (80 reviews) | 
| **Rollout & Rollback Control** | Not enough data | Not enough data | 9.2 (73 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 8.2 (58 reviews) | 

#### Functionality

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Multi-Environment Control** | Not enough data | Not enough data | 9.3 (77 reviews) | 
| **Feature Testing** | Not enough data | Not enough data | 9.5 (80 reviews) | 
| **Low-Code Interface** | Not enough data | Not enough data | 8.9 (63 reviews) | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 7.4/10 | 18 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Configuration Management** | 7.6 (15 reviews) | Not enough data | Not enough data | 
| **Access Control** | 7.2 (12 reviews) | Not enough data | Not enough data | 
| **Orchestration** | 7.3 (10 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Automation** | 7.1 (13 reviews) | Not enough data | Not enough data | 
| **Integrations** | 7.2 (13 reviews) | Not enough data | Not enough data | 
| **Extensibility** | 6.2 (10 reviews) | Not enough data | Not enough data | 

#### Processes

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Pipeline Control** | 8.5 (13 reviews) | Not enough data | Not enough data | 
| **Workflow Visualization** | 7.0 (10 reviews) | Not enough data | Not enough data | 
| **Continuous Deployment** | 8.6 (14 reviews) | Not enough data | Not enough data | 

### Continuous Integration

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | 7.7/10 | 11 |
| **ProGet** | N/A | N/A |
| **Harness Platform** | 8.5/10 | 14 |

#### Functionality

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Integrations** | 8.0 (10 reviews) | Not enough data | 8.6 (14 reviews) | 
| **Extensibility** | 8.0 (10 reviews) | Not enough data | 8.7 (14 reviews) | 
| **Test Customization** | 7.8 (9 reviews) | Not enough data | 8.0 (14 reviews) | 

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Automation** | 7.5 (10 reviews) | Not enough data | 8.8 (14 reviews) | 
| **Processes and Workflow** | 7.8 (10 reviews) | Not enough data | 8.8 (13 reviews) | 
| **Reporting** | 6.9 (9 reviews) | Not enough data | 8.2 (14 reviews) | 

#### Agentic AI - Continuous Integration

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Feature Not Available | 

### A/B Testing

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | 8.2/10 | 58 |

#### Computing

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **WYSIWYG** | Not enough data | Not enough data | 9.1 (25 reviews) | 
| **AI/Machine Learning** | Not enough data | Not enough data | 6.4 (28 reviews) | 
| **Little to No Coding** | Not enough data | Not enough data | 8.3 (45 reviews) | 

#### Experimental Design

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Multivariate testing capacities** | Not enough data | Not enough data | 8.8 (41 reviews) | 
| **Concurrent Testing** | Not enough data | Not enough data | 8.8 (40 reviews) | 
| **Mobile Testing** | Not enough data | Not enough data | 8.6 (37 reviews) | 

#### Analytics

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | 8.0 (33 reviews) | 
| **Heatmaps** | Not enough data | Not enough data | 7.7 (27 reviews) | 

#### Agentic AI - A/B Testing

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Feature Not Available | 

### Database DevOps Software

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Change validation** | Not enough data | Not enough data | Not enough data | 
| **Version control** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Visibility** | Not enough data | Not enough data | Not enough data | 
| **Rollbacks** | Not enough data | Not enough data | Not enough data | 
| **Post-deployment validation** | Not enough data | Not enough data | Not enough data | 

### Automation Testing

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality 

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Test Feedback** | Not enough data | Not enough data | Not enough data | 
| **Test History** | Not enough data | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | Not enough data | 
| **Test Variety** | Not enough data | Not enough data | Not enough data | 

#### Automation

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Organization** | Not enough data | Not enough data | Not enough data | 
| **Reliability** | Not enough data | Not enough data | Not enough data | 
| **Thoroughness** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Automation Testing

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Software Supply Chain Security Tools

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Security

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Tampering** | Not enough data | Not enough data | Not enough data | 
| **Malicious Code** | Not enough data | Not enough data | Not enough data | 
| **Verification** | Not enough data | Not enough data | Not enough data | 
| **Security Risks** | Not enough data | Not enough data | Not enough data | 

#### Tracking

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Bill of Materials** | Not enough data | Not enough data | Not enough data | 
| **Audit Trails** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 

### Software Bill of Materials (SBOM)

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

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

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Format Support** | Not enough data | Not enough data | Not enough data | 
| **Annotations** | Not enough data | Not enough data | Not enough data | 
| **Attestation** | Not enough data | Not enough data | Not enough data | 

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

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **User Provisioning** | Not enough data | Not enough data | Not enough data | 

### Internal Developer Platforms

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Simplification - Internal Developer Platform

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Self-Service** | Not enough data | Not enough data | Not enough data | 
| **Utilization** | Not enough data | Not enough data | Not enough data | 
| **Streamlining** | Not enough data | Not enough data | Not enough data | 

#### Automation - Internal Developer Platform

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure** | Not enough data | Not enough data | Not enough data | 

### AI Coding Assistants

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Functionality - AI Coding Assistants

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Contextual Relevance** | Not enough data | Not enough data | Not enough data | 
| **Code Optimization** | Not enough data | Not enough data | Not enough data | 
| **Proactive Error Detection** | Not enough data | Not enough data | Feature Not Available | 

#### Usability - AI Coding Assistants

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Collaboration** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Speed** | Not enough data | Not enough data | Not enough data | 
| **Interface** | Not enough data | Not enough data | Not enough data | 

### Software Testing

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Agentic AI - Software Testing

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### AI Software Testing Tools

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### AI Test Generation & Authoring

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **UI-Based Test Generation** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Test Creation** | Not enough data | Not enough data | Not enough data | 
| **Test Coverage Suggestions** | Not enough data | Not enough data | Not enough data | 

#### Test Maintenance & Resilience 

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Self-healing** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Element Locators** | Not enough data | Not enough data | Not enough data | 
| **AI-Powered Test Maintenance** | Not enough data | Not enough data | Not enough data | 

#### Execution & Analytics

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Intelligent Reporting** | Not enough data | Not enough data | Not enough data | 
| **Visual Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 

### AI SRE Tools

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Reliability Objectives & Service Operations - AI SRE Tools

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Intelligent On-Call Workflows** | Not enough data | Not enough data | Not enough data | 
| **Error Budget Tracking** | Not enough data | Not enough data | Not enough data | 
| **SLI & SLO Management** | Not enough data | Not enough data | Not enough data | 
| **Service Health Modeling & Reporting** | Not enough data | Not enough data | Not enough data | 

#### AI Detection & Signal Quality - AI SRE Tools

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | 
| **Change-Aware Detection** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **Alert Correlation & Noise Reduction** | Not enough data | Not enough data | Not enough data | 

#### Investigation & Root Cause Analysis - AI SRE Tools

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Guided Incident Investigation** | Not enough data | Not enough data | Not enough data | 
| **Live Debugging in Production** | Not enough data | Not enough data | Not enough data | 
| **AI Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 
| **Runtime-Verified Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 

#### Automation & Platform Controls - AI SRE Tools

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Automated Runbook & Workflow Execution** | Not enough data | Not enough data | Not enough data | 
| **Human-in-the-Loop Remediation** | Not enough data | Not enough data | Not enough data | 
| **Integration, APIs & Secure Access Controls** | Not enough data | Not enough data | Not enough data | 
| **AI-Assisted Code Fix Generation** | Not enough data | Not enough data | Not enough data | 

### Value Stream Management

| Product | Score | Reviews |
|---|---|---|
| **JFrog** | N/A | N/A |
| **ProGet** | N/A | N/A |
| **Harness Platform** | N/A | N/A |

#### Value Analysis

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Metric Relevance** | Not enough data | Not enough data | Not enough data | 
| **Insight** | Not enough data | Not enough data | Not enough data | 
| **Impact Predictions** | Not enough data | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | Not enough data | 

#### Value Management

| Feature | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Planning Tools** | Not enough data | Not enough data | Not enough data | 
| **Communication Tools** | Not enough data | Not enough data | Not enough data | 
| **Control** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Repository Management Software](https://www.g2.com/categories/repository-management)

**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), [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), [Container Registry Software](https://www.g2.com/categories/container-registry), [Version Control Hosting Software](https://www.g2.com/categories/version-control-hosting), [Continuous Delivery Tools](https://www.g2.com/categories/continuous-delivery-tools), [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration), [Software Supply Chain Security Solutions](https://www.g2.com/categories/software-supply-chain-security-tools)


**Unique to Harness Platform (23):** [AI Coding Assistants Software](https://www.g2.com/categories/ai-coding-assistants), [A/B Testing Tools](https://www.g2.com/categories/a-b-testing-tools), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Value Stream Management Software](https://www.g2.com/categories/value-stream-management), [Incident Management Software](https://www.g2.com/categories/incident-management), [Software Testing Tools](https://www.g2.com/categories/software-testing), [Container Registry Software](https://www.g2.com/categories/container-registry), [Cloud Infrastructure Automation Software](https://www.g2.com/categories/cloud-infrastructure-automation), [Continuous Delivery Tools](https://www.g2.com/categories/continuous-delivery-tools), [Version Control Software](https://www.g2.com/categories/version-control-software), [Automation Testing Tools](https://www.g2.com/categories/automation-testing-tools), [Configuration Management Tools](https://www.g2.com/categories/configuration-management), [Internal Developer Platforms](https://www.g2.com/categories/internal-developer-platforms), [Software Development Analytics Tools](https://www.g2.com/categories/software-development-analytics-tools), [ Database DevOps Software](https://www.g2.com/categories/database-devops-software), [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration), [Peer Code Review Software](https://www.g2.com/categories/peer-code-review), [Feature Management Software](https://www.g2.com/categories/feature-management), [DevOps Platforms](https://www.g2.com/categories/devops-platforms), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools), [Build Automation Software](https://www.g2.com/categories/build-automation), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | JFrog | ProGet | Harness Platform | 
|---|---|---|---|
| **Small-Business** | 23.7% | 58.3% | 18.8% | 
| **Mid-Market** | 29.7% | 16.7% | 39.9% | 
| **Enterprise** | 46.6% | 25.0% | 41.3% | 

### By Industry

#### JFrog

- **Information Technology and Services:** 32.4%
- **Computer Software:** 13.9%
- **Financial Services:** 8.3%
- **Computer & Network Security:** 5.6%
- **Banking:** 2.8%
- **Hospital & Health Care:** 2.8%
- **Insurance:** 2.8%
- **Internet:** 2.8%
- **Automotive:** 1.9%
- **Construction:** 1.9%
- **Other:** 25.0%

#### ProGet

- **Information Technology and Services:** 25.0%
- **Computer Software:** 16.7%
- **Utilities:** 8.3%
- **Telecommunications:** 8.3%
- **Program Development:** 8.3%
- **Media Production:** 8.3%
- **Industrial Automation:** 8.3%
- **Hospital & Health Care:** 8.3%
- **Banking:** 8.3%

#### Harness Platform

- **Computer Software:** 27.7%
- **Financial Services:** 14.0%
- **Information Technology and Services:** 10.7%
- **Banking:** 3.7%
- **Automotive:** 2.6%
- **Retail:** 2.6%
- **Hospital & Health Care:** 2.6%
- **Computer & Network Security:** 2.6%
- **Health, Wellness and Fitness:** 2.6%
- **Internet:** 2.2%
- **Other:** 28.8%

---
## Alternatives

### Alternatives to JFrog

- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (892 reviews)
- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2354 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (564 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 (1007 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)

### Alternatives to ProGet

- [Sonatype Nexus Repository](https://www.g2.com/products/sonatype-nexus-repository/reviews) — 4.5/5 stars (23 reviews)
- [UserVoice](https://www.g2.com/products/uservoice/reviews) — 4.5/5 stars (243 reviews)
- [NuGet](https://www.g2.com/products/nuget/reviews) — 4.4/5 stars (24 reviews)
- [npm](https://www.g2.com/products/npm/reviews) — 4.6/5 stars (86 reviews)
- [Canny](https://www.g2.com/products/canny/reviews) — 4.5/5 stars (107 reviews)
- [P4](https://www.g2.com/products/p4/reviews) — 4.2/5 stars (95 reviews)
- [Cloudsmith](https://www.g2.com/products/cloudsmith/reviews) — 4.5/5 stars (41 reviews)
- [MyGet](https://www.g2.com/products/myget/reviews) — 4.3/5 stars (6 reviews)
- [Github Package Registry](https://www.g2.com/products/github-package-registry/reviews) — 4.5/5 stars (40 reviews)
- [Ninite](https://www.g2.com/products/ninite/reviews) — 4.8/5 stars (42 reviews)

### Alternatives to Harness Platform

- [GitHub](https://www.g2.com/products/github/reviews) — 4.7/5 stars (2354 reviews)
- [GitLab](https://www.g2.com/products/gitlab/reviews) — 4.5/5 stars (892 reviews)
- [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) — 4.6/5 stars (377 reviews)
- [Jenkins](https://www.g2.com/products/jenkins/reviews) — 4.4/5 stars (564 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)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (734 reviews)
- [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) — 4.3/5 stars (375 reviews)
- [Jellyfish](https://www.g2.com/products/jellyfish-2025-10-22/reviews) — 4.5/5 stars (427 reviews)
- [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) — 4.2/5 stars (411 reviews)

---
## Top Discussions

### JFrog

No discussions available for this product.

### ProGet

No discussions available for this product.

### Harness Platform

- Title: [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) — 1 comment
  > **Top comment:** "Harness Continuous Delivery and GitOps provides a path to production for software changes. It integrates with CI tools and repos (or you can use the built-in..."
- Title: [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) — 1 comment *(includes official response)*
  > **Top comment:** "Harness is a modern, cloud-native platform for software delivery made smarter by AI embedded throughout. For CD specifically, Harness can pick up builds from..."
- Title: [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) — 1 comment *(includes official response)*
  > **Top comment:** "Split’s high-performance, streaming architecture pushes flag and experiment changes via CDN to our SDKs in milliseconds. 
Read more about Split's Approach..."
- Title: [Is drone IO open source?](https://www.g2.com/discussions/is-drone-io-open-source) — 1 comment
  > **Top comment:** "Yes. Drone is open source under the Blue Oak license.
GitHub for it is here:
https://github.com/drone/drone-ui"
- Title: [What is harness in cloud computing?](https://www.g2.com/discussions/what-is-harness-in-cloud-computing) — 1 comment *(includes official response)*
  > **Top comment:** "Harness is a software delivery platform that works very well for cloud applications. OOTB options around canary, blue-green and rolling deployments help your..."

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