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
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
10 reviewers of JFrog have provided feedback on this feature.
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.
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.
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.
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.
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.
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.
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
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.
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
Based on 10 JFrog reviews.
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.
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.
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.
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.
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.
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.
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.
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
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
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.
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.
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.
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
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
Agentic AI - Static Application Security Testing (SAST) (1)
Autonomous Task Execution
Capability to perform complex tasks without constant human input







