Amazon CodeGuru vs. Code Climate vs. Python Comparison


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About Amazon CodeGuru is a developer tool powered by machine learning that provides intelligent recommendations for improving code quality and identifying an application’s most expensive lines of code. Integrate Amazon CodeGuru into your existing software development workflow where you will experience built-in code reviews to detect and optimize the expensive lines of code to reduce costs. Amazon CodeGuru Profiler helps developers find an application’s most expensive lines of code along with specific visualizations and recommendations on how to improve code to save money. Amazon CodeGuru Reviewer uses machine learning to identify critical issues and hard-to-find bugs during application development to improve code quality.	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 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 Developers looking for a developer tool powered by machine learning	Audience Engineering teams	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 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 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	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 Amazon Founded: 1994 United States aws.amazon.com/codeguru/	Company Information Code Climate Founded: 2011 United States codeclimate.com	Company Information Python Founded: 1991 www.python.org
Alternatives Amazon DevOps Guru Amazon	Alternatives Jellyfish	Alternatives IBM SPSS Statistics IBM
Graphite	Faros AI	AMPL
Code Climate	LinearB	AppleScript Apple
SonarQube Server SonarSource	Codacy	Ruby Ruby Language
Codacy View All	Haystack View All	JSON View All
Categories AI Code Review Application Performance Monitoring (APM) Machine Learning Software Development Analytics Static Code Analysis	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 Programming Languages
Show More Features Application Performance Monitoring (APM) Features Baseline Manager Diagnostic Tools Full Transaction Diagnostics Performance Control Resource Management Root-Cause Diagnosis Server Performance Trace Individual Transactions Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization	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 911Proxy AiXcoder Boost Note CodeScene Contrast Security Devika Flojoy Gemma Grok 4 JSON Formatter LLMWare.ai LangGraph Meya Neovim Robocorp SaaSitive Snow Commander Solar Yandex Managed Service for YDB dstack Show More Integrations View All 11 Integrations	Integrations 911Proxy AiXcoder Boost Note CodeScene Contrast Security Devika Flojoy Gemma Grok 4 JSON Formatter LLMWare.ai LangGraph Meya Neovim Robocorp SaaSitive Snow Commander Solar Yandex Managed Service for YDB dstack Show More Integrations View All 19 Integrations	Integrations 911Proxy AiXcoder Boost Note CodeScene Contrast Security Devika Flojoy Gemma Grok 4 JSON Formatter LLMWare.ai LangGraph Meya Neovim Robocorp SaaSitive Snow Commander Solar Yandex Managed Service for YDB dstack Show More Integrations View All 1197 Integrations
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