[ JFrog Reviews ](https://www.g2.com/products/jfrog-2024-03-28/reviews) [ JFrog Reviews ](https://www.g2.com/products/jfrog-2024-03-28/reviews) # JFrog Features ##### ## Administration (5) Configuration Management Allows users control over application updates, versions, and alterations. Access Control Allows administrators to control access to updates, releases and changes. Dashboards An easy to read, often single page, real-time user interface, showing a graphical presentation of the current status and historical trends of an organization's Key Performance Indicators (KPIs) to enable instantaneous and informed decisions to be made at a glance. API / Integrations Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications. Extensibility Provides the ability to extend the platform to include additional features and functionalities Show More ##### ## Functionality (17) Deployment Automation Automates releases of the application for access on desktop, web, or or mobile devices. Process Analytics Delivers data points such as time and cost of a process on a dashboard to evaluate process efficacy. Plugins Allows for additional features and functionalities in the form of pre-packaged integrations and plug-ins. APIs / Integrations Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications. Deployment-Ready Staging Maintain, or facilitate maintenance of, tested and approved code in a deployment-ready state for manual pushes to production. Integration Integrate with other development and testing software, such as continuous integration or test automation tools. Extensible Plug-in capable for added resources, features, and functions within the product itself. Package Management Create, maintain, and remove available packages. Integration Integrate with other software development and maintenance tools. Code Analysis Run static code analysis on package code to find errors or possible contention points. Vulnerability Checks Verify packaged code is secure against potential threats. Automation Successfully and thoroughly automates CI/CD processes. Integrations Allows for additional features and functionalities in the form of pre-packaged integrations and plug-ins. Extensibility Plug-in capable for added resources, features, and functions within the product itself. Integrations Integrates with other development and testing software, such as continuous delivery or test automation tools. Extensibility Plug-in capable for added resources, features, and functions within the product itself. Test Customization Enables full control over test types and parameter definitions for effective automated testing. Show More ##### ## Processes (6) Pipelines Allows for control and organization for infrastructure and release processes. Orchestration Helps develop processes for reliable automated releases. Workflow Visualization Allows users to easily map their application release pipelines Pipeline Control Grants control and organization for infrastructure and release processes. Workflow Visualization Allows users to easily map their and examine pipelines. Continuous Deployment Automates releases of the application for access on desktop, web, or or mobile devices. Show More ##### ## Analysis (4) Reporting and Analytics Tools to visualize and analyze data. Issue Tracking Track issues as vulnerabilities are discovered. Documents activity throughout the resolution process. Static Code Analysis Examines application source code for security flaws without executing it. Code Analysis Scans application source code for security flaws without executing it. Show More ##### ## Testing (7) Command-Line Tools Allows users to access a terminal host system and input command sequences. Manual Testing Allows users to perfrom hands-on live simulations and penetration tests. Test Automation Runs pre-scripted security tests without requiring manual work. Compliance Testing Allows users to test applications for specific compliance requirements. Black-Box Scanning Scans functional applications externally for vulnerabilities like SQL injection or XSS. Detection Rate The rate at which scans accurately detect all vulnerabilities associated with the target. False Positives The rate at which scans falsely indicate detection of a vulnerability when no vulnerabilitiy legitimately exists. Show More ##### ## Administration (4) Administration Console Provides Administration tools/console that are easy to use and learn for routine maintenance tasks Task Management The ability to assign various tasks to employees and track their status. Dashboards and Visualizations Presents information and analytics in a digestible, intuitive, and visually appealing way. Access Control Allows administrators to set user access privileges to permit approved parties to access sensitive data. Show More ##### ## Automation (2) Test Automation Runs pre-scripted tests without requiring manual work. Release Automation Automates releases of the application for access on desktop, web, or or mobile devices. Show More ##### ## IT Management (3) Workflow Management Creates new or streamlines existing workflows to increase efficiency and user experience. Infrastructure Management Gives administrators control over hardware and software resource allocation IT Discovery Unveils infrastructure and applications in use to help manage complex IT systems Show More ##### ## Deployment (10) Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Show More ##### ## Management (20) Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Model Registry Allows users to manage model artifacts and tracks which models are deployed in production. Processes and Workflow Designate the necessary tasks and workflows for a team's unique development cycle. Reporting Generate visual dashboards and reports around development cycle progress. Automation Automate repository detection, version control, testing, and more. Package Access Control Dictate which users, teams, or locations have access to certain packages. Package Tracking Track package downloads by count, user, location, or other demographics. Automation Allow automated package deployment. Rollback Allow package rollback if unforeseen circumstances arise. Configuration Management Grants users control over application updates, versions, and alterations. Access Control Allows administrators to control access to updates, releases and changes. Orchestration Helps develop processes for reliable automated releases. Automation Fully automates repetitive or tediuos tasks to ease developer workload. Processes and Workflow Designates the necessary tasks and workflows for a team's unique development cycle. Reporting Generates visual dashboards and reports around development cycle progress. Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Show More ##### ## Functionality - Software Composition Analysis (3) Language Support Supports a useful and wide variety of programming languages. Integration Integrates seamlessly with the build environment and development tools like repositories, package managers, etc. Transparency Grants comprehensive user-friendly insight into all open source components. Show More ##### ## Effectiveness - Software Composition Analysis (3) Remediation Suggestions Provides relevant and helpful suggestions for vulnerability remediation upon detection. Continuous Monitoring Monitors open source components proactively and continuously. Thorough Detection Comprehensively identifies all open source version updates, vulnerabilities, and compliance issues. Show More ##### ## Monitoring (3) Device Status Observe the general health and status of connected devices. Alerts & Notifications Receive timely notifications about system issues or abnormalities. Analytics Collect data related to device processes and conditions. Show More ##### ## Device Recognition (3) Device Discovery Automatically discovers available devices in the local network. Device Types Recognizes a variety of sensor and device types. Dashboard Has a centralized dashboard of connected devices for users to interact with. Show More ##### ## Provisioning (4) Remote Configuration Modify device or sensor settings from anywhere. Event Triggering Allows for remote execution of device actions and events. Device Diagnostics & Repair Assess individual device issues and repair over the cloud if possible. Firmware Updates Send bulk updates and upgrades directly to devices. Show More ##### ## Operations (3) Metrics Control model usage and performance in production Infrastructure management Deploy mission-critical ML applications where and when you need them Collaboration Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Show More ##### ## Security (4) Tampering Ability to detect any attempts to tamper with the software during the development or deployment stages Malicious Code Scans for malicious code Verification Verifies authenticity of third-party components Security Risks Tracks potential security risks Show More ##### ## Tracking (3) Bill of Materials Offers a software bill of materials to keep track of components Audit Trails Tracks audit trails Monitoring Provides automated and continuous monitoring of various components Show More ##### ## Generative AI (2) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ##### ## Functionality - Software Bill of Materials (SBOM) (3) Format Support Supports relevant SBOM formats such as cycloneDX and SPDX. Annotations Provides robust, industry standard SBOM annotation functionality. Attestation Generates thorough evidence of compliance including component relationships, licenses, and more. Show More ##### ## Management - Software Bill of Materials (SBOM) (3) Monitoring Automatically and continuously monitors components to alert users of noncompliant elements. Dashboards Presents a transparent and easy to use dashboard for performing SBOM management. User Provisioning Includes controls for role-based access permissions. Show More ##### ## Agentic AI - Continuous Integration (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## Agentic AI - Continuous Delivery (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## Agentic AI - Static Application Security Testing (SAST) (1) Autonomous Task Execution Capability to perform complex tasks without constant human input Show More ## Top-Rated Alternatives [ ![GitLab](https://images.g2crowd.com/uploads/product/hd_favicon/2397ccd7309ef2bca71e3a275d59a5a3/gitlab.svg "GitLab") GitLab 4.5/5 (880) ](https://www.g2.com/products/gitlab/reviews) [ ![GitHub](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8ec3c17e3fb1df25b6a8bd7cc69cf2d1/github.png "GitHub") GitHub 4.7/5 (2,301) ](https://www.g2.com/products/github/reviews) [ ![Jenkins](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_816e7e27d5ac09363053c4ca43e63c5c/jenkins.png "Jenkins") Jenkins 4.4/5 (554) ](https://www.g2.com/products/jenkins/reviews) [ View All Alternatives ](https://www.g2.com/products/jfrog-2024-03-28/competitors/alternatives) JFrog Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_e302089cb2ec04afbf8b2931afed2991/cloudsmith.png "Product Avatar Image") Cloudsmith 4.5/5 (42) [ Compare Now ](https://www.g2.com/compare/cloudsmith-vs-jfrog-2024-03-28) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_8b8dd4e388fe65253c03b4ef60b2831a/sonatype-nexus-repository.png "Product Avatar Image") Sonatype Nexus Repository 4.5/5 (23) [ Compare Now ](https://www.g2.com/compare/jfrog-2024-03-28-vs-sonatype-nexus-repository) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_6b3998996250b9ce3cea95f0b560f48b/harbor.jpg "Product Avatar Image") Harbor 4.6/5 (14) [ Compare Now ](https://www.g2.com/compare/harbor-vs-jfrog-2024-03-28) ##### Categories on G2 [ DevOps Platforms ](https://www.g2.com/categories/devops-platforms)[ Continuous Delivery ](https://www.g2.com/categories/continuous-delivery-tools)[ Continuous Integration ](https://www.g2.com/categories/continuous-integration) [ MLOps Platforms ](https://www.g2.com/categories/mlops-platforms)[ Cloud Infrastructure Automation ](https://www.g2.com/categories/cloud-infrastructure-automation)[ Software Composition Analysis ](https://www.g2.com/categories/software-composition-analysis)[ Version Control Hosting ](https://www.g2.com/categories/version-control-hosting)[ Application Release Orchestration ](https://www.g2.com/categories/application-release-orchestration)[ Static Application Security Testing (SAST) ](https://www.g2.com/categories/static-application-security-testing-sast)[ IoT Device Management Platforms ](https://www.g2.com/categories/iot-device-management-platforms)[ Repository Management ](https://www.g2.com/categories/repository-management)[ Container Registry ](https://www.g2.com/categories/container-registry)[ Software Bill of Materials (SBOM) ](https://www.g2.com/categories/software-bill-of-materials-sbom)[ Software Supply Chain Security Tools ](https://www.g2.com/categories/software-supply-chain-security-tools) Show More ##### Explore More [ Vaccine Tracking ](https://www.g2.com/articles/g2-introduces-new-vaccine-tracking-software-category)[ Leading third-party risk management software ](https://www.g2.com/discussions/leading-third-party-risk-management-software)[ How do organizations use Box to keep content secure and compliant when adopting AI? 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