CodeRabbit vs. GitLab Duo vs. Python vs. Cody Comparison


CodeRabbit	GitLab Duo GitLab	Python	Cody Sourcegraph
Learn More Update Features	Learn More Update Features	Learn More Update Features	Learn More Update Features



About Privacy-focused, contextual pull request reviews with line-by-line code suggestions and interactive chat that gets smarter over time. The diff in the pull request is transformed into a clear summary, helping you understand the intent of the changes. Creates automated release notes, convenient for inclusion in the release documentation. A detailed, line-by-line analysis of the code changes provides precise and actionable suggestions ready to be committed. Ask questions to the bot within your code lines, provide more context, and have it write the code. The more you chat with the bot, the smarter it will become. Shorten cycle time with faster review feedback and high-quality code change suggestions. Your data stays confidential and solely fine-tunes your reviews. The system learns from your interactions, refining the reviews to align with your preferences.	About Ship more secure software faster with AI throughout the entire software development lifecycle GitLab Duo is an AI-powered assistant integrated into the GitLab platform, designed to enhance software development productivity and collaboration. It provides intelligent code suggestions, helps refactor and debug code, and streamlines workflows by automating repetitive tasks. GitLab Duo also supports natural language queries for project management and development insights, enabling developers to interact with their repositories more intuitively. Integrated with popular IDEs like JetBrains and Neovim, GitLab Duo ensures seamless assistance within developers' preferred environments. By combining AI-driven efficiency with GitLab’s robust DevSecOps features, GitLab Duo empowers teams to deliver high-quality software faster and more collaboratively.	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.	About Cody, Sourcegraph’s AI code assistant goes beyond individual dev productivity, helping enterprises achieve consistency and quality at scale with AI. Unlike traditional coding assistants, Cody understands the entire codebase, enabling deeper contextual awareness for smarter autocompletions, refactoring, and AI-driven code suggestions. It integrates with IDEs like VS Code, Visual Studio, Eclipse, and JetBrains, providing inline editing and chat without disrupting workflows. Cody also connects with tools like Notion, Linear, and Prometheus to enhance development context. Powered by advanced LLMs like Claude Sonnet 4 and GPT-4o, it optimizes speed and performance based on enterprise needs, and is always adding the latest AI models. Developers report significant efficiency gains, with some saving up to six hours per week and doubling their coding speed.
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	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Developers wanting a solution that provides line-by-line code suggestions and conversation capabilities for Q&A	Audience Developers that develop on GitLab	Audience Developers interested in a beautiful but advanced programming language	Audience Enterprises looking for a better way to understand, write, and fix code faster
Support Phone Support 24/7 Live Support Online	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	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	Screenshots and Videos View more images or videos
Pricing $12 per month Free Version Free Trial	Pricing $19/user/month Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing $59 Free Version Free Trial
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 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	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
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information CodeRabbit Founded: 2023 United States coderabbit.ai/	Company Information GitLab Founded: 2011 United States about.gitlab.com/gitlab-duo/	Company Information Python Founded: 1991 www.python.org	Company Information Sourcegraph Founded: 2013 United States sourcegraph.com/cody
Alternatives Bito	Alternatives GitHub Copilot GitHub	Alternatives IBM SPSS Statistics IBM	Alternatives JetBrains Junie JetBrains
Panto	Amazon Q Developer Amazon	AMPL	Windsurf Editor Windsurf
Propel Propel Platform, Inc.	Windsurf Editor Windsurf	AppleScript Apple	Amp Sourcegraph
Windsurf Editor Windsurf	Cody Sourcegraph	Cython	GitHub Copilot GitHub
Gemini Code Assist Google View All	GoCodeo View All	JSON View All	Gemini Code Assist Google View All
Categories AI Code Generators AI Code Refactoring AI Code Review AI Coding Assistants AI Tools Code Review	Categories AI Code Generators AI Code Refactoring AI Code Review AI Coding Assistants	Categories Programming Languages	Categories AI Code Generators AI Code Refactoring AI Code Review AI Coding Agents AI Coding Assistants AI Copilots AI Tools Artificial Intelligence Code Search
			Show More Features Artificial Intelligence Features Chatbot For eCommerce For Healthcare For Sales Image Recognition Machine Learning Multi-Language Natural Language Processing Predictive Analytics Process/Workflow Automation Rules-Based Automation Virtual Personal Assistant (VPA)
Integrations Boost Note Cody Cognee GPT-5 Gemini 2.5 Flash GoLand Invert Mentat Microsoft Bot Framework Pathway Render Rust SSOReady Scala Spark NLP SuperDuperDB Windmill Yandex Object Storage Zencoder jEdit Show More Integrations View All 5 Integrations	Integrations Boost Note Cody Cognee GPT-5 Gemini 2.5 Flash GoLand Invert Mentat Microsoft Bot Framework Pathway Render Rust SSOReady Scala Spark NLP SuperDuperDB Windmill Yandex Object Storage Zencoder jEdit Show More Integrations View All 24 Integrations	Integrations Boost Note Cody Cognee GPT-5 Gemini 2.5 Flash GoLand Invert Mentat Microsoft Bot Framework Pathway Render Rust SSOReady Scala Spark NLP SuperDuperDB Windmill Yandex Object Storage Zencoder jEdit Show More Integrations View All 1225 Integrations	Integrations Boost Note Cody Cognee GPT-5 Gemini 2.5 Flash GoLand Invert Mentat Microsoft Bot Framework Pathway Render Rust SSOReady Scala Spark NLP SuperDuperDB Windmill Yandex Object Storage Zencoder jEdit Show More Integrations View All 89 Integrations
Claim CodeRabbit and update features and information Claim CodeRabbit and update features and information	Claim GitLab Duo and update features and information Claim GitLab Duo and update features and information	Claim Python and update features and information Claim Python and update features and information	Claim Cody and update features and information Claim Cody and update features and information