--- title: JFrog Reviews meta_title: 'JFrog Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 160 reviews by the users' company size, role or industry to find out how JFrog works for a business like yours. aggregate_rating: rating_value: 4.2 review_count: 160 scale: '5' date_modified: '2026-08-09' parent_category: name: DevOps url: https://www.g2.com/categories/devops --- # JFrog Reviews **Vendor:** JFrog Ltd **Category:** [DevOps Platforms](https://www.g2.com/categories/devops-platforms) **Average Rating:** 4.2/5.0 **Total Reviews:** 160 ## About JFrog JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog. ## JFrog Pros & Cons **What users like:** - Users appreciate the **comprehensive integration and multi-format support** of JFrog, streamlining their DevOps processes effectively. (18 reviews) - Users appreciate JFrog's **centralized artifact management** , enhancing efficiency in storing and tracking components across environments. (14 reviews) - Users value the **seamless deployment integration** of JFrog, enhancing CI/CD pipelines and security management effectively. (13 reviews) - Users value the **seamless integrations** of JFrog, enhancing their CI/CD processes across various package formats. (12 reviews) - Users value the **easy integrations** of JFrog with various tools, enhancing their CI/CD workflows seamlessly. (11 reviews) - Users appreciate the **robust security measures** of JFrog, enhancing compliance and protection for their binaries. (11 reviews) - Users value the **seamless CI/CD integration** of JFrog, enhancing efficiency in their DevOps workflows. (10 reviews) - Users value the **seamless integration support** of JFrog, facilitating effortless migrations and workflow automation. (10 reviews) - CD Tools (9 reviews) - Users find JFrog's **user-friendly interface** and centralized repository enhance efficiency and simplify package management. (9 reviews) **What users dislike:** - Users find JFrog's platform to be **overly complex** , requiring significant training to navigate its extensive features effectively. (9 reviews) - Users find JFrog to be **expensive** , with costs posing challenges for smaller teams and individual developers. (8 reviews) - Users often face a **steep learning curve** with JFrog, requiring significant time to master its complexity. (8 reviews) - Users find the **difficult learning curve** of JFrog requires extensive training to navigate its complex features effectively. (7 reviews) - Users find JFrog to have a **steep learning curve** , requiring significant time and effort to reach proficiency. (7 reviews) - Users face **performance issues** with JFrog, noting slow system responses and sudden service downtimes during high resource usage. (6 reviews) - Users express concern over **pricing issues** , citing a lack of transparency and unexpected costs with JFrog. (6 reviews) - Users find the **complex setup** of JFrog challenging, especially for those unfamiliar with its extensive tools. (5 reviews) - Confusing Interface (5 reviews) - Difficult Setup (4 reviews) ## JFrog Reviews ### 1. Jfrog Artifactory **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Restaurants | Enterprise (> 1000 emp.) **Reviewed Date:** September 17, 2018 **What do you like best about JFrog?** Easy to migrate by using Nexus2art migrator **What do you dislike about JFrog?** Artifactory UI, difficult to search an artifact **What problems is JFrog solving and how is that benefiting you?** Low cost, when compared to nexus and useful for storing build artifacts and docker images ### 2. JFrog Artifactory for uploading huge files into repository **Rating:** 3.5/5.0 stars **Reviewed by:** Uday K. | Senior Software Engineer, Banking, Enterprise (> 1000 emp.) **Reviewed Date:** October 24, 2017 **What do you like best about JFrog?** Huge files can be uploaded into this repository in a short span of time. Also, the upload status can be found out by calling there API with the file name being uploaded to obtain exact percent of the file being uploaded instantly. Also, we can view the meta data of the files being uploaded in the repository by which we can make sure all the file information being passed from source system can be validated easily. **What do you dislike about JFrog?** The Artifactory API is not fully developed and documented. Hence systems which integrate with this repo face a lot issues when an unknown error occurs while uploading files. Also, it is not easy to understand API and the User Interface is not so good. **Recommendations to others considering JFrog:** It is very useful for organizations which need to store huge amounts of data within a short duration. **What problems is JFrog solving and how is that benefiting you?** Many issues like faster uploading, instant upload status can be update while uploading a file by calling the API to get the percent of the file being uploaded. ### 3. JFrog artifact repo: centralizing your bits **Rating:** 5.0/5.0 stars **Reviewed by:** Robert D. | Lead Member of Technical Staff, Internet, Enterprise (> 1000 emp.) **Reviewed Date:** November 09, 2017 **What do you like best about JFrog?** JFrog is a great, versioned repository for centrally locating various packages for things like DockerMaven, nuGet, etc. So great for putting it all in one place for management, login, user coordination, documentation, automated flow management, etc. **What do you dislike about JFrog?** In s lot of ways JFrog is a little too deep in the details, giving users too many ways for administering their repos. Needs more plugin support. Needs ways to support SSO for certain systems, automated group perms. **What problems is JFrog solving and how is that benefiting you?** Benefits include mostly the nuGet and Docker repos so far, but we're looking at ways to advance in this. ### 4. Great for hosting artifacts **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** December 16, 2017 **What do you like best about JFrog?** It is easy to have a centralized place to host any of our related development artifacts, libraries, and dependencies **What do you dislike about JFrog?** The organization of the layout of the different types of artifacts could be a little bit more intuitive. It is a little hard to find a specific item sometimes. **What problems is JFrog solving and how is that benefiting you?** Hosting development artifacts in a centralized private location/repository ### 5. Enterprise Universion Artifact Management for DevOps Acceleration **Rating:** 5.0/5.0 stars **Reviewed by:** Arcko D. | Founder & General Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** December 12, 2017 **What do you like best about JFrog?** Open source, Enterprise support, seamless integration with normal programing languages and platforms. **What do you dislike about JFrog?** Not fast within China due to GFW, need more cdn for Chinese user. **Recommendations to others considering JFrog:** Go on with the great work **What problems is JFrog solving and how is that benefiting you?** Fast and easy to use BINTRAY FOR OSS ### 6. Great softaware **Rating:** 4.0/5.0 stars **Reviewed by:** Kenzie C. | Lead Small Group Co-Pastor, Database Manager, Religious Institutions, Mid-Market (51-1000 emp.) **Reviewed Date:** December 17, 2017 **What do you like best about JFrog?** Fast and efficient to use and very user friendly **What do you dislike about JFrog?** I haven’t really stumbled upon anything that I dislike this far **What problems is JFrog solving and how is that benefiting you?** Stream lines, that it helps keep me organized ### 7. JFrog really helps for repository management. **Rating:** 4.0/5.0 stars **Reviewed by:** Yusheng C. | Principal Cloud Platform Software Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** November 07, 2017 **What do you like best about JFrog?** It is to manage all kinds of repository in one place. **What do you dislike about JFrog?** Sometimes it is still complex to manage docker images **What problems is JFrog solving and how is that benefiting you?** Project management, Configurations. ### 8. Best repository release ever **Rating:** 5.0/5.0 stars **Reviewed by:** Johnny M. | Java Integration Developer, Enterprise (> 1000 emp.) **Reviewed Date:** July 01, 2017 **What do you like best about JFrog?** Not only does it give a wide visibility about every release delivered on your project, but it gives you a total control to manage every deployment on your project successfully to live environment **What do you dislike about JFrog?** It could be the variety of options to install this product. There is a wide range of possibilities to use. It is strongly recommended to planning your installation before to go straight forward for it. **What problems is JFrog solving and how is that benefiting you?** Better installation to every environment. ### 9. Storing jars and versioning **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** December 19, 2017 **What do you like best about JFrog?** Great place to manage jars and versions. **What do you dislike about JFrog?** Searching for jar files is not very good **What problems is JFrog solving and how is that benefiting you?** Maintains build versions. ### 10. Ultimate way to manage repos **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** October 24, 2017 **What do you like best about JFrog?** It has the easiest integration to the Gradle for my android applications **What do you dislike about JFrog?** Not that intuitive when it comes to private or password protected repo integrations **What problems is JFrog solving and how is that benefiting you?** Managing my module binaries efficiently and cherry pick them up which are required for a particular project ## JFrog Discussions - [What are the benefits and challenges of using JFrog for managing your software supply chain?](https://www.g2.com/discussions/what-are-the-benefits-and-challenges-of-using-jfrog-for-managing-your-software-supply-chain) - [What does Jfrog Platform do?](https://www.g2.com/discussions/what-does-jfrog-platform-do) - [What is difference between JFrog and Nexus?](https://www.g2.com/discussions/what-is-difference-between-jfrog-and-nexus) - [What is Artifactory software used for?](https://www.g2.com/discussions/what-is-artifactory-software-used-for) - [View JFrog pricing details and edition comparison](https://www.g2.com/products/jfrog-2024-03-28/reviews?page=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-10+08%3A01%3A27+-0500&secure%5Bsession_id%5D=1f9ddac2-04d9-4b84-bab8-2bb7dc0ca48e&secure%5Btoken%5D=157c9992c89de3183d9ab4e4d2e6c5f1cbc0bcb909a5849591af42ffc6528b40&format=llm_user) ## JFrog Integrations - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews) - [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) - [Bitbucket](https://www.g2.com/products/bitbucket/reviews) - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) - [Git](https://www.g2.com/products/git/reviews) - [GitHub](https://www.g2.com/products/github/reviews) - [GitLab](https://www.g2.com/products/gitlab/reviews) - [Informatica API and Application Integration](https://www.g2.com/products/informatica-api-and-application-integration/reviews) - [Jenkins](https://www.g2.com/products/jenkins/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Kubernetes](https://www.g2.com/products/kubernetes/reviews) - [Visual Studio](https://www.g2.com/products/visual-studio/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) ## JFrog Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Administration** - Configuration Management - Access Control - Dashboards **Administration** - API / Integrations - Extensibility **Administration ** - Administration Console - Task Management - Dashboards and Visualizations - Access Control **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Functionality** - Deployment-Ready Staging - Integration - Extensible **Functionality** - Package Management - Integration - Code Analysis - Vulnerability Checks - Static Analysis - Project Management - Repository Management - Issue Management - Workflow Management - Assignment Management - Change Management - Testing/QA Management - Application Management **Functionality - Software Composition Analysis ** - Language Support - Integration - Transparency **Device Recognition** - Device Discovery - Device Types - Dashboard **Management** - Configuration Management - Access Control - Orchestration - Portfolio Management - Workflow Management - Timeline Management - Testing Management - Change Management - Issue Management - Compliance Management - Policy Management - User Management - Application Management - Task Management - Project Management - Release Management - Audit Management **Functionality** - Third-Party Integrations - Extensibility - Test Customization **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Security** - Tampering - Malicious Code - Verification - Security Risks **Functionality - Software Bill of Materials (SBOM)** - Format Support - Annotations - Attestation **Functionality** - Deployment Automation - Process Analytics - Plugins - APIs / Integrations **Analysis** - Real-Time Analytics - Issue Tracking - Static Code Analysis - Code Analysis - Integrated Development Environment **Automation** - Test Automation - Release Automation **Management** - Cataloging - Monitoring - Governing - Model Registry **Management** - Processes and Workflow - Reporting - Automation **Management** - Package Access Control - Package Tracking - Automation - Rollback - Version Control - Task Progress Tracking - Issue Tracking - Activity Tracking - Bug Tracking **Effectiveness - Software Composition Analysis** - Remediation Suggestions - Continuous Monitoring - Thorough Detection **Monitoring** - Device Status - Alerts & Notifications - Analytics **Functionality** - Automation - Integrations - Extensibility - Continuous Integration - Third-Party Integrations **Management** - Automation - Processes and Workflow - Reporting **Operations** - Metrics - Infrastructure management - Collaboration **Tracking** - Bill of Materials - Audit Trails - Monitoring **Management - Software Bill of Materials (SBOM)** - Monitoring - Dashboards - User Provisioning **Additional Functionality** - Code Review - Access Controls/Permissions - Audit Trail - Rules-Based Workflow - API - Visual Analytics - Two-Factor Authentication - Bug/Issue Capture - Custom Development - Backup and Recovery - Multiple Programming Languages Supported - Security Testing - Authentication - Alerts/Notifications - Collaborative Development - Generative AI - Performance Monitoring - Search/Filter - Content Library - Encryption - Vulnerability Scanning - Wiki - Reporting/Analytics - AI Copilot **Processes** - Pipelines - Orchestration - Workflow Visualization **Testing** - Command-Line Tools - Manual Testing - Test Automation - Compliance Testing - Source-Code Scanning - Detection Rate - False Positives - Multi-Language Scanning **IT Management** - Workflow Management - Infrastructure Management - IT Discovery **Provisioning** - Remote Configuration - Event Triggering - Device Diagnostics & Repair - Firmware Updates **Processes** - Pipeline Control - Workflow Visualization - Continuous Deployment - Prioritization - Version Control - Rules-Based Workflow - Approval Workflow - Configurable Workflow **Management** - Cataloging - Monitoring - Governing **Agentic AI - Continuous Integration** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Continuous Delivery** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Additional Functionality** - Single Sign On - Search/Filter - Real-Time Reporting - Data Import/Export - Reporting/Analytics - AI Copilot - Commenting/Notes - Data Extraction - SSL Security - Performance Metrics - Status Tracking - Real-Time Monitoring - Troubleshooting Reports - API - Issue Tracking - Projections - Real-Time Data - Event Logs - Collaboration Tools - Generative AI - Role-Based Permissions - Monitoring - Activity Dashboard - Authentication - KPI Monitoring - Activity Tracking - Real-Time Notifications - Dashboard **Additional Functionality** - Continuous Deployment - Source-Code Scanning - Continuous Delivery - Prioritization - Generative AI - Compliance Management - Data Import/Export - Access Controls/Permissions - Bug Tracking - Reporting/Analytics - For Developers - Issue Management - Repository Management - Workflow Management - Monitoring - Pipeline Management - Application Management - API - AI Copilot - Configuration Management - Data Storage Management - Multi-User Collaboration - Project Management - Version Control - Activity Dashboard - Data Synchronization - Lifecycle Management - Change Management - Status Tracking - Authentication - Alerts/Notifications - Automated Testing - Debugging - Approval Process Control - Build Log - Quality Assurance **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Static Application Security Testing (SAST)** - Autonomous Task Execution **Additional Functionality** - Debugging - Generative AI - AI Copilot - For Developers - Deployment Management - Application Security - Dashboard ## Top JFrog Alternatives - [GitLab](https://www.g2.com/products/gitlab/reviews) - 4.5/5.0 (884 reviews) - [GitHub](https://www.g2.com/products/github/reviews) - 4.7/5.0 (2,332 reviews) - [Harness Platform](https://www.g2.com/products/harness-platform/reviews) - 4.6/5.0 (307 reviews)