GitLab vs. AppScan vs. Python Comparison


GitLab	AppScan HCLSoftware	Python	+
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			Related Products Jellyfish Jellyfish, a leading Software Engineering Intelligence platform, helps engineering, product, and finance leaders build healthier, higher-performing R&D teams. We surface actionable insights on team health, investment allocation, and delivery, while offering purpose-built solutions to improve developer experience, streamline software capitalization, and measure the impact of AI tools like Copilot, Cursor, and AmazonQ. Over 500 organizations and 11,000 engineering teams—including GoodRX, Varo, Priceline, and PagerDuty—trust Jellyfish to optimize engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co. 374 Ratings Visit Website Cortex Cortex is the AI-powered Internal Developer Portal that helps engineering leaders build organizations that ship reliable, secure, and efficient software, faster. It uses AI to make sense of your engineering data, figure out the next unlock for your team, and solve it, all in one place. Trusted by high-performing engineering organizations, Cortex integrates seamlessly with existing tools to provide a centralized, actionable view of service health and ownership. • Within minutes, determine who owns each service with Cortex’s AI service ownership model across thousands of repositories. • Standardize golden paths using Workflows, enabling teams to scaffold new services & provision infrastructure in minutes. • Consistently uphold best practices and standards across your organization with automated Scorecards and targeted Initiatives. • Make informed, impactful actions based on real-time insights. 12 Ratings Visit Website Bitrise Bitrise is a CI/CD platform built for mobile development, helping teams speed up builds, automate testing, and deliver high-quality apps faster. It supports native languages like Swift, Objective-C, Java, and Kotlin, as well as cross-platform frameworks including React Native, Flutter, Xamarin, Cordova, and Ionic. Setup takes minutes, with customizable workflows that adapt to any project. Bitrise integrates with GitHub, GitLab, and other industry-standard tools, while its cloud infrastructure removes the need for manual processes or maintenance overhead. Pipelines provide flexible structure for CI/CD, running tasks in parallel or sequentially to optimize efficiency. With access to the latest machines, up-to-date Xcode versions, and expert customer support, Bitrise offers a complete solution for mobile teams of any size. 383 Ratings Visit Website Gearset Gearset is the complete, enterprise-ready Salesforce DevOps platform, enabling teams to implement best practices across the entire DevOps lifecycle. With powerful solutions for metadata and CPQ deployments, CI/CD, testing, code scanning, sandbox seeding, backups, archiving, observability, and Org Intelligence — including the Gearset Agent — Gearset gives teams complete visibility, control, and confidence in every release. More than 3,000 enterprises, including McKesson, IBM and Zurich, trust Gearset to deliver securely at scale. Combining advanced governance, built‑in audit trails, SOX/ISO/HIPAA support, parallel pipelines, integrated security scans, and compliance with ISO 27001, SOC 2, GDPR, CCPA/CPRA, and HIPAA, Gearset provides enterprise‑grade controls, rapid onboarding, and a user‑friendly interface — all in one platform. Gearset delivers enterprise‑grade power without the overhead, which is why leading global organizations in finance, healthcare, and technology choose us, 225 Ratings Visit Website Wiz Wiz is a new approach to cloud security that finds the most critical risks and infiltration vectors with complete coverage across the full stack of multi-cloud environments. Find all lateral movement risks such as private keys used to access both development and production environments. Scan for vulnerable and unpatched operating systems, installed software, and code libraries in your workloads prioritized by risk. Get a complete and up-to-date inventory of all services and software in your cloud environments including the version and package. Identify all keys located on your workloads cross referenced with the privileges they have in your cloud environment. See which resources are publicly exposed to the internet based on a full analysis of your cloud network, even those behind multiple hops. Assess the configuration of cloud infrastructure, Kubernetes, and VM operating systems against your baselines and industry best practices. 1,059 Ratings Visit Website Aikido Security Secure your code, cloud, and runtime in one central system. Aikido’s all-in-one security platform is loved by developers and security teams alike with full security visibility, insight in what matters most, and fast/automatic vulnerability fixes. Teams get security done with Aikido thanks to: - False-positive reduction - AI Autotriage & AI Autofix - Deep integration into the dev workflow (from IDEs and task managers to CI/CD gating) - Automated Compliance Aikido’s covers the entire Software Development Lifecycle (SDLC), including: static application security testing (SAST), dynamic application security testing (DAST), infrastructure-as-code (IaC), container scanning, secrets detection, open source license scanning (SCA), cloud posture management (CSPM), runtime protection, and more. 106 Ratings Visit Website TrustInSoft Analyzer TrustInSoft Analyzer is a C and C++ source code analyzer powered by formal methods, mathematical & logical reasonings that allow for exhaustive analysis of source code. This analysis can be run without false positives or false negatives, so that every real bug in the code is found. Developers receive several benefits: a user-friendly graphical interface that directs developers to the root cause of bugs, and instant utility to expand the coverage of their existing tests. Unlike traditional source code analysis tools, TrustInSoft’s solution is not only the most comprehensive approach on the market but is also progressive, instantly deployable by developers, even if they lack experience with formal methods, from exhaustive analysis up to a functional proof that the software developed meets specifications. Companies who use TrustInSoft Analyzer reduce their verification costs by 4, efforts in bug detection by 40, and obtain an irrefutable proof that their software is safe and secure. 6 Ratings Visit Website Parasoft Parasoft helps organizations continuously deliver high-quality software with its AI-powered software testing platform and automated test solutions. Supporting embedded and enterprise markets, Parasoft’s proven technologies reduce the time, effort, and cost of delivering secure, reliable, and compliant software by integrating everything from deep code analysis and unit testing to UI and API testing, plus service virtualization and complete code coverage, into the delivery pipeline. A powerful unified C and C++ test automation solution for static analysis, unit testing and structural code coverage, Parasoft C/C++test helps satisfy compliance with industry functional safety and security requirements for embedded software systems. 130 Ratings Visit Website ManageEngine Endpoint Central ManageEngine Endpoint Central is built to secure the digital workplace while also giving IT teams complete control over their enterprise endpoints. It delivers a security-first approach by combining advanced endpoint protection with comprehensive management, allowing IT teams to manage the entire endpoint lifecycle, all from a single console. With automated patching across Windows, Mac, Linux and 1,000+ third-party applications, it ensures vulnerabilities are mitigated before attackers can exploit them. Its next-gen antivirus (NGAV) feature, powered by AI-driven behavioural detection, provides 24/7 protection against ransomware, malware, and zero-day threats. Endpoint Central further strengthens enterprise defenses with a broad set of security capabilities, including vulnerability assessment and mitigation, peripheral device control, data loss prevention, application control, endpoint privilege management, encryption with FileVault and BitLocker, and browser security. 2,343 Ratings Visit Website ManageEngine ADAudit Plus ADAudit Plus helps keep your Windows Server ecosystem secure and compliant by providing full visibility into all activities. ADAudit Plus provides a clear picture of all changes made to your AD resources including AD objects and their attributes, group policy, and more. AD auditing helps detect and respond to insider threat, privilege misuse, and other indicators of compromise, and in short, strengthens your organization's security posture. Gain granular visibility into everything that resides in AD, including objects such as users, computers, groups, OUs, GPOs, schema, and sites, along with their attributes. Audit user management actions including creation, deletion, password resets, and permission changes, along with details on who did what, when, and from where. Keep track of when users are added or removed from security and distribution groups to ensure that users have the bare minimum privileges. 460 Ratings Visit Website
About GitLab is a complete DevOps platform. With GitLab, you get a complete CI/CD toolchain out-of-the-box. One interface. One conversation. One permission model. GitLab is a complete DevOps platform, delivered as a single application, fundamentally changing the way Development, Security, and Ops teams collaborate. GitLab helps teams accelerate software delivery from weeks to minutes, reduce development costs, and reduce the risk of application vulnerabilities while increasing developer productivity. Source code management enables coordination, sharing and collaboration across the entire software development team. Track and merge branches, audit changes and enable concurrent work, to accelerate software delivery. Review code, discuss changes, share knowledge, and identify defects in code among distributed teams via asynchronous review and commenting. Automate, track and report code reviews.	About HCL AppScan is a suite of application security testing platforms, technologies, and services that help organizations detect and remediate vulnerabilities throughout the software development lifecycle (SDLC). Powerful static, dynamic, interactive, and open-source scanning engines (DAST, SAST, IAST, SCA, API) quickly and accurately test code, web applications, APIs, mobile applications, containers, and open-source components with the help of AI and machine learning capabilities. Centralized dashboards provide visibility, oversight, compliance policies, and reporting. HCL AppScan’s scanning engines are maintained by expert security researchers and are continuously updated to remain current with recent technologies, vulnerabilities, and attack vectors. With HCL AppScan, organizations can manage their application security posture and reduce risk across their entire software supply chain.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Organizations that need a cloud-based DevOps, code repository, and application development platform	Audience Application developers, Penetration testing	Audience Developers interested in a beautiful but advanced programming language
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $29 per user per month Free Version Free Trial	Pricing $296 Free Version Free Trial	Pricing Free Free Version Free Trial
Reviews/Ratings Overall 4.6 / 5 ease 4.7 / 5 features 4.9 / 5 design 4.7 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 4.0 / 5 ease 4.0 / 5 features 4.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information GitLab Founded: 2011 United States gitlab.com	Company Information HCLSoftware Founded: 2019 India www.hcl-software.com/appscan	Company Information Python Founded: 1991 www.python.org
Alternatives Bitrise	Alternatives GlitchSecure	Alternatives IBM SPSS Statistics IBM
Cycloid	Qualys TruRisk Platform Qualys	AMPL
Azure DevOps Server Microsoft	Flawnter CyberTest	AppleScript Apple
Harness	Appknox	Ruby Ruby Language
JFrog View All	DerScanner DerSecur View All	JSON View All
Categories Agile Project Management Tools Application Development Application Release Orchestration (ARO) Artifact Management Automated Testing Cloud Infrastructure Automation Code Search Container Registries Continuous Delivery Continuous Integration DevOps DORA Metrics Dynamic Application Security Testing (DAST) Observability Release Management Repository Management Software Composition Analysis (SCA) Software Deployment Software Development Life Cycle (SDLC) Software Engineering Intelligence Source Code Management Static Application Security Testing (SAST) User Activity Monitoring (UAM) Value Stream Management Version Control	Categories Application Security Dynamic Application Security Testing (DAST) Mobile Application Security Testing Static Application Security Testing (SAST)	Categories Programming Languages
Show More Features Agile Project Management Tools Features Backlog Management Feedback Management Gantt/Timeline View Kanban Board Prioritization Request Management Resource Management Retrospectives Management Status Tracking Supports Scrum Team Management Template Management Workflow Management Application Development Features Access Controls/Permissions Code Assistance Code Refactoring Collaboration Tools Compatibility Testing Data Modeling Debugging Deployment Management Graphical User Interface Mobile Development No-Code Reporting/Analytics Software Development Source Control Testing Management Version Control Web App Development Continuous Delivery Features Application Lifecycle Management Application Release Automation Build Automation Build Log Change Management Configuration Management Continuous Deployment Continuous Integration Feature Toggles / Feature Flags Quality Management Testing Management Continuous Integration Features Build Log Change Management Configuration Management Continuous Delivery Continuous Deployment Debugging Permission Management Quality Assurance Management Testing Management DevOps Features Approval Workflow Dashboard KPIs Policy Management Portfolio Management Prioritization Release Management Timeline Management Troubleshooting Reports Source Code Management Features Access Controls/Permissions Bug Tracking Build Automation Change Management Code Review Collaboration Continuous Integration Repository Management Version Control Static Application Security Testing (SAST) Features Application Security Dashboard Debugging Deployment Management IDE Multi-Language Scanning Real-Time Analytics Source Code Scanning Vulnerability Scanning Version Control Features Branch Creation / Deletion Centralized Version History Code Review Code Version Management Collaboration Tools Compare / Merge Branches Digital Asset / Binary File Storage Isolated Code Branches Option to Revert to Previous Pull Requests Roles / Permissions	Show More Features Application Security Features Analytics / Reporting Open Source Component Monitoring Source Code Analysis Third-Party Tools Integration Training Resources Vulnerability Detection Vulnerability Remediation Static Application Security Testing (SAST) Features Application Security Dashboard Debugging Deployment Management IDE Multi-Language Scanning Real-Time Analytics Source Code Scanning Vulnerability Scanning
Integrations Agent Squad Artelys Knitro Batteries Included Checkmarx Cider Digital.ai Release Gemini Gemini 1.5 Flash Helix Editor IBM SPSS Modeler MosaicML OpsMx Enterprise for Spinnaker Reinforz Slapdash Speakeasy Stackhero Stoplight Sunflower Swimlane System Locker Show More Integrations View All 793 Integrations	Integrations Agent Squad Artelys Knitro Batteries Included Checkmarx Cider Digital.ai Release Gemini Gemini 1.5 Flash Helix Editor IBM SPSS Modeler MosaicML OpsMx Enterprise for Spinnaker Reinforz Slapdash Speakeasy Stackhero Stoplight Sunflower Swimlane System Locker Show More Integrations View All 11 Integrations	Integrations Agent Squad Artelys Knitro Batteries Included Checkmarx Cider Digital.ai Release Gemini Gemini 1.5 Flash Helix Editor IBM SPSS Modeler MosaicML OpsMx Enterprise for Spinnaker Reinforz Slapdash Speakeasy Stackhero Stoplight Sunflower Swimlane System Locker Show More Integrations View All 1212 Integrations
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