Software Alternatives, Accelerators & Startups

GitHub Copilot VS Amazon CodeGuru

Compare GitHub Copilot VS Amazon CodeGuru and see what are their differences

GitHub Copilot logo GitHub Copilot

Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

Amazon CodeGuru logo Amazon CodeGuru

Amazon CodeGuru is a machine learning service for automated code reviews and application performance recommendations.
  • GitHub Copilot Landing page
    Landing page //
    2023-10-03

Trained on billions of lines of public code, GitHub Copilot puts the knowledge you need at your fingertips, saving you time and helping you stay focused.

  • Amazon CodeGuru Landing page
    Landing page //
    2022-01-31

GitHub Copilot features and specs

  • Productivity Boost
    GitHub Copilot helps developers write code faster by providing intelligent suggestions and automating repetitive tasks. This can save significant time and reduce the cognitive load on developers.
  • Learning Tool
    For less experienced developers, Copilot can serve as a learning tool by suggesting best practices and introducing them to new coding patterns and techniques.
  • Support for Multiple Languages
    Copilot supports a wide range of programming languages, making it a versatile tool for developers working in different tech stacks.
  • Context-Aware Suggestions
    Copilot offers context-aware suggestions based on the code that has been written so far, making its recommendations relevant to the current development task.
  • Integration with GitHub
    Seamless integration with GitHub simplifies the development workflow, enabling smoother transitions from coding to version control and collaboration.

Possible disadvantages of GitHub Copilot

  • Code Quality Concerns
    The quality of the code generated by Copilot may vary, and it might introduce suboptimal code or practices that could lead to maintenance challenges.
  • Security Risks
    Copilot might suggest insecure code patterns or snippets, potentially introducing vulnerabilities into the project if not carefully reviewed by the developer.
  • Dependence on AI
    Over-reliance on Copilot's suggestions can lead to a lack of deep understanding of the code, which may hinder a developer's growth and problem-solving skills.
  • Licensing and Code Reuse Issues
    There are concerns about the legality and ethics of using AI-generated code snippets that might be derived from copyrighted sources, which can lead to licensing issues.
  • Limited Customizability
    Copilot may not always align with specific coding standards or preferences of a development team, and the ability to customize its behavior to enforce such standards is limited.

Amazon CodeGuru features and specs

No features have been listed yet.

GitHub Copilot videos

Game over… GitHub Copilot X announced

More videos:

  • Review - The New GitHub Copilot X Powered by GPT-4 is Here!
  • Review - GitHub Copilot X -- AI Programming Gets Better... and Scary.
  • Review - GitHub Copilot Review 2023: I Love It, But It's Not For Everyone
  • Review - Is Github Copilot Worth Paying For??

Amazon CodeGuru videos

Automate Code Reviews and Application Performance Recommendations with Amazon CodeGuru

More videos:

  • Review - Amazon CodeGuru in 5 minutes
  • Review - AWS re:Invent 2019: [NEW LAUNCH!] Introduction to Amazon CodeGuru (DOP211)

Category Popularity

0-100% (relative to GitHub Copilot and Amazon CodeGuru)
Developer Tools
98 98%
2% 2
Code Analysis
0 0%
100% 100
AI
100 100%
0% 0
Code Quality
0 0%
100% 100

User comments

Share your experience with using GitHub Copilot and Amazon CodeGuru. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare GitHub Copilot and Amazon CodeGuru

GitHub Copilot Reviews

  1. Stan
    · Founder at SaaSHub ·
    Indispensable

    It definitely increases my productivity.

    🏁 Competitors: Tabnine

Cursor vs Windsurf vs GitHub Copilot
GitHub Copilot Chat is similar — you can ask it to explain code or suggest improvements. It's integrated right into VS Code, so it feels pretty seamless. They've been rolling out some new features lately, like better chat history, drag and & folders and ways to attach more context. But if you're already using Cursor, you might not find anything groundbreaking here.
Source: www.builder.io
Cursor vs GitHub Copilot
GitHub Copilot Chat is similar — you can ask it to explain code or suggest improvements. It's integrated right into VS Code, so it feels pretty seamless. They've been rolling out some new features lately, like better chat history, drag and & folders and ways to attach more context. But if you're already using Cursor, you might not find anything groundbreaking here.
Source: www.builder.io
Top 10 Vercel v0 Open Source Alternatives | Medium
Next up, we have GitHub Copilot, a popular AI-powered code completion tool that’s been making waves in the developer community. Built on top of OpenAI Codex, Copilot integrates seamlessly with various code editors and IDEs to provide intelligent code suggestions as you type.
Source: medium.com
10 Best Github Copilot Alternatives in 2024
GitHub Copilot is an excellent tool for developers, allowing them to boost their workflow and project quality. Are you looking for a GitHub Copilot alternative that fits your needs in 2024? Whether you’re searching for a free GitHub Copilot alternative, an open-source alternative to GitHub Copilot, or a tool that works well with VSCode, this guide is here to help.
The Best GitHub Copilot Alternatives for Developers
Moreover, GitHub Copilot provides a wide range of functionalities, such as code explanation, answering coding questions, refactoring code, and generation of unit tests and docs. With it, developers can automate coding tasks, improve productivity and focus more on complex coding. GitHub Copilot supports various programming languages, including JavaScript, Python, Ruby, Go,...
Source: softteco.com

Amazon CodeGuru Reviews

We have no reviews of Amazon CodeGuru yet.
Be the first one to post

Social recommendations and mentions

Based on our record, GitHub Copilot seems to be a lot more popular than Amazon CodeGuru. While we know about 284 links to GitHub Copilot, we've tracked only 9 mentions of Amazon CodeGuru. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

GitHub Copilot mentions (284)

  • Most Effective Approaches for Debugging Applications
    Artificial intelligence is transforming debugging by accelerating bug detection and suggesting fixes. Bill Mann, Privacy Expert at Cyber Insider, recounts, “I enlisted an LLM to help me, and within a few minutes, found the offending code and sorted out a workaround.” Tools like GitHub Copilot, DeepCode, or CodeQL analyze code patterns, identifying issues faster than manual reviews. A 2024 Gartner report predicts... - Source: dev.to / 4 days ago
  • Top 10 Vibe Coding AI Tools Every Developer Needs in 2025
    GitHub Copilot uses OpenAI to provide autocomplete suggestions, generate entire code blocks, and even write tests based on comments. It supports a wide range of languages and integrates seamlessly with VS Code. - Source: dev.to / 15 days ago
  • The 10 best AI coding tools for 2025
    GitHub Copilot's model flexibility is something you may want to try. It lets you switch between Anthropic's Claude 3.5 Sonnet, OpenAI o3, and GPT-4o, depending on your task. This means you can use preferred models for different coding problems, optimizing for speed with one model and deep reasoning with another, without switching tools. - Source: dev.to / 17 days ago
  • AI in Software Development: Exploring Key Opportunities and Overcoming Challenges
    AI is increasingly being utilized to assist with the coding, either by proposing from earlier work or by automatically producing boilerplate code. This makes it possible to save much time that would have otherwise been taken writing from scratch. Tools such as GitHub Copilot, using OpenAI, are but one method with which AI is able to explore the patterns that exist in available code and present optimized solutions.... - Source: dev.to / 22 days ago
  • Experimenting with Cursor
    Recently, the team experimented with Cursor, an AI-powered code editor, to replace GitHub Copilot. - Source: dev.to / 25 days ago
View more

Amazon CodeGuru mentions (9)

  • Top 17 DevOps AI Tools [2025]
    AWS CodeGuru is an AI-driven development tool that transforms how DevOps teams address code quality, performance, and security. This DevOps AI tool leverages advanced machine learning techniques to deliver comprehensive code analysis through its two core features: CodeGuru Reviewer for automated code reviews and CodeGuru Profiler for performance optimization. - Source: dev.to / about 2 months ago
  • AI Coding: The Ultimate Guide to Enhancing Your Development Workflow
    CodeGuru is a machine learning service by Amazon Web Services that provides automated code reviews and performance recommendations. Amazon CodeGuru leverages machine learning to enhance code quality by providing automated code reviews and performance recommendations. - Source: dev.to / about 1 year ago
  • How to Use CodeWhisperer to Identify Issues and Use Suggestions to Improve Code Security in your IDE
    There are security scans available in JetBrains for Python, Java, JavaScript, TypeScript, and VS code as well. AWS CodeGuru Security is another amazing security tool that takes the assistance from detection engine. Detector Library is an important component of detection engine which is responsible in making you understand why your code was highlighted by CodeWhisperer and whether an action is to be taken or not.... - Source: dev.to / over 1 year ago
  • Amazon CodeGuru Reviewer: already time for retirement?
    The final hint that something will probably happen soon was the announcement of the CodeGuru Security service, and the modification of the main CodeGuru page to point instead towards this new service. CodeGuru Security at first glance seems to be a modified version of the Reviewer, with a focus on security. This is pure speculation at this point, but I suspect that CodeGuru Reviewer will soon be either dropped or... - Source: dev.to / over 1 year ago
  • 6 AI tool that you should use as a developer
    The security of your applications is critical in the world of software development. Amazon CodeGuru Security is an AI-powered tool that helps developers identify potential security flaws in their code. CodeGuru Security analyses codebases, makes intelligent recommendations, and flags potential security risks using machine learning algorithms. This powerful tool enables developers to proactively improve their... - Source: dev.to / almost 2 years ago
View more

What are some alternatives?

When comparing GitHub Copilot and Amazon CodeGuru, you can also consider the following products

Codeium - Free AI-powered code completion for *everyone*, *everywhere*

SonarCloud - Enhance your workflow with continuous code quality, SonarCloud automatically analyzes and decorates pull requests on GitHub, Bitbucket, Azure DevOps and GitLab on major languages.

Tabnine - TabNine is the all-language autocompleter. We use deep learning to help you write code faster.

Codacy - Automatically reviews code style, security, duplication, complexity, and coverage on every change while tracking code quality throughout your sprints.

Visual Studio IntelliCode - Visual Studio IntelliCode is an experimental set of AI-assisted development capabilities for next-generation developer productivity.

Snyk - Snyk helps you use open source and stay secure. Continuously find and fix vulnerabilities for npm, Maven, NuGet, RubyGems, PyPI and much more.