Code Climate vs. Ellipsis vs. Python Comparison


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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 Parasoft Parasoft helps organizations continuously deliver high-quality software with its AI-powered software testing platform and automated test solutions. 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With Agent Mode, Copilot can plan, write, test, and even submit pull requests—acting like an onboarded team member that understands your repositories. Developers can toggle between advanced models such as GPT-5, Claude Opus 4.1, and Gemini 2.5 Pro to balance speed and depth. Its Copilot Chat and Spaces features bring code, documentation, and project notes together for richer, team-tailored insights. Whether you’re building solo or leading an enterprise project, Copilot enhances productivity and creativity across the entire software lifecycle. The GitHub Copilot coding agent streamlines development by automating repetitive and time-consuming tasks, allowing developers to focus on more complex coding. 207 Ratings Visit Website JetBrains Junie Junie is an AI-powered coding agent developed by JetBrains designed to enhance developer productivity by integrating directly into popular IDEs such as IntelliJ IDEA, PyCharm, and Android Studio. 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With Windsurf, developers can write code faster, eliminate repetitive tasks, and stay in the flow state—whether they're working with Python, JavaScript, C++, or any other language. Built on billions of lines of open-source code, Windsurf Editor understands and anticipates your coding needs, offering multiline suggestions, automated unit tests, and even natural language explanations for complex functions. It’s perfect for streamlining code writing, reducing boilerplate, and cutting down the time spent on documentation searches. Trusted by individual developers and Fortune 500 companies alike, Windsurf Editor is your go-to solution for boosting productivity and writing better code. Try Windsurf for free today! 147 Ratings Visit Website Aikido Security Secure your code, cloud, and runtime in one central system. 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About Velocity provides in-depth, contextual analytics that equip engineering leaders to support stuck team members, address team roadblocks, and streamline engineering processes. Actionable metrics for engineering leaders. Velocity turns data from commits and pull requests into the insights you need to make lasting improvements to your team’s productivity. Quality: Automated code review for test coverage, maintainability and more so that you can save time and merge with confidence. Receive automated code review comments on your pull requests. Our 10-point technical debt assessment provides real-time feedback, so you can save time and focus on what matters in your code review discussions. Get test coverage right, every time. See coverage line by line within diffs. Never merge code without sufficient tests again. At a glance, identify frequently changed files that have inadequate coverage and maintainability issues. Track your progress against measurable goals, day-by-day.	About Ellipsis is capable of reviewing, writing, and answering questions about your source code. Ellipsis uses LLM's to leave thoughtful code reviews, summaries, and easy-to-accept suggestions. We'll even consider your style guide when reviewing. Automate bug fixes and simple changes by opening an issue and assigning it to Ellipsis. Ship faster by having Ellipsis address comments left on pull requests. We'll interpret the comments and write tested, working code. Ellipsis doesn't store or train on your source code. It will never commit to your default branch, and will only add new commits or open new pull requests when you explicitly request it. Create multi-file code changes from natural language requirements, such as bug reports or feature requests. Answer questions about a codebase during onboarding, development, and bug triaging.	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 Engineering teams	Audience Developers looking for a tool that helps them review their code	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
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Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial
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	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	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 Code Climate Founded: 2011 United States codeclimate.com	Company Information Ellipsis Founded: 2023 United States www.ellipsis.dev	Company Information Python Founded: 1991 www.python.org
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LinearB	Squire AI	AppleScript Apple
Codacy	Codacy	Ruby Ruby Language
Haystack View All	Gemini Code Assist Google View All	JSON View All
Categories AI Code Review Application Lifecycle Management Application Performance Monitoring (APM) Code Coverage Continuous Integration Data Visualization DevOps IT Project Management Product Management Software Development Analytics Software Engineering Intelligence Static Code Analysis Value Stream Management	Categories AI Code Review AI Coding Assistants Code Review	Categories Programming Languages
Show More Features Continuous Integration Features Build Log Change Management Configuration Management Continuous Delivery Continuous Deployment Debugging Permission Management Quality Assurance Management Testing Management Data Visualization Features Analytics Content Management Dashboard Creation Filtered Views OLAP Relational Display Simulation Models Visual Discovery DevOps Features Approval Workflow Dashboard KPIs Policy Management Portfolio Management Prioritization Release Management Timeline Management Troubleshooting Reports IT Project Management Features Bug Tracking Issue Management Milestone Tracking Percent-Complete Tracking Portfolio Management Prioritization Product Roadmapping Requirements Management Resource Management Status Tracking Supports Agile Supports Scrum Task Management Testing / QA Management Time & Expense Tracking Product Management Features Collaboration Feedback Collection Idea Management Milestone Tracking Prioritization Product Roadmapping Release Management Requirements Management Resource Management Workflow Management
Integrations Abstra Airweave Clutch DecisionRules GitHub Copilot Glitch JetBrains Fleet Meteomatics Microsoft Genomics Modal Peekalink PyBullet Qodo SOOS Sieve Tenzir Textastic Unremot YAML raylib Show More Integrations View All 19 Integrations	Integrations Abstra Airweave Clutch DecisionRules GitHub Copilot Glitch JetBrains Fleet Meteomatics Microsoft Genomics Modal Peekalink PyBullet Qodo SOOS Sieve Tenzir Textastic Unremot YAML raylib Show More Integrations View All 8 Integrations	Integrations Abstra Airweave Clutch DecisionRules GitHub Copilot Glitch JetBrains Fleet Meteomatics Microsoft Genomics Modal Peekalink PyBullet Qodo SOOS Sieve Tenzir Textastic Unremot YAML raylib Show More Integrations View All 1209 Integrations
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