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Amazon CodeGuru VS Amazon CodeWhisperer

Compare Amazon CodeGuru VS Amazon CodeWhisperer and see what are their differences

Amazon CodeGuru logo Amazon CodeGuru

Amazon CodeGuru is a machine learning service for automated code reviews and application performance recommendations.

Amazon CodeWhisperer logo Amazon CodeWhisperer

Amazon CodeWhisperer is a machine learning (ML)–powered service that helps improve developer productivity by generating code recommendations based on their comments in natural language and code in the integrated development environment (IDE).
  • Amazon CodeGuru Landing page
    Landing page //
    2022-01-31
  • Amazon CodeWhisperer Landing page
    Landing page //
    2023-04-01

Amazon CodeGuru features and specs

No features have been listed yet.

Amazon CodeWhisperer features and specs

  • Enhanced Productivity
    Amazon CodeWhisperer helps developers write code faster by providing suggestions and code completions, reducing the time spent on routine coding tasks.
  • AI-Powered Assistance
    Utilizes machine learning algorithms to understand context and offer relevant code suggestions, improving the quality of code and helping developers with problem-solving.
  • Integration with AWS Services
    Seamlessly integrates with AWS services, making it easier for developers to build applications on the AWS platform by providing context-aware code recommendations.
  • Support for Multiple Programming Languages
    Supports a variety of programming languages, allowing a wider range of developers to benefit from its features.
  • Consistent Learning
    Continuously learns from new code and user interactions, enhancing its accuracy and usefulness over time.

Possible disadvantages of Amazon CodeWhisperer

  • Dependency on Internet Connection
    Requires a stable internet connection to access the cloud-based AI models for providing code suggestions, which can be a limitation in disconnected environments.
  • Potential Learning Curve
    Developers may need some time to get accustomed to utilizing AI-assisted coding, which may temporarily affect productivity.
  • Privacy Concerns
    Relying on cloud-based AI solutions may raise privacy and security concerns, especially when dealing with sensitive codebases.
  • Not 100% Accurate
    AI-generated code suggestions may not always be accurate or optimal, requiring developers to critically review and edit code.
  • Limited Offline Functionality
    Since it's primarily cloud-based, its features and capabilities might be limited or unavailable offline.

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)

Amazon CodeWhisperer videos

Amazon CodeWhisperer In Use and Vs GitHub CoPilot

More videos:

  • Review - AWS Announces Amazon CodeWhisperer | Your New Coding Companion
  • Review - AWS On Air ft. Introducing Amazon CodeWhisperer | AWS Events

Category Popularity

0-100% (relative to Amazon CodeGuru and Amazon CodeWhisperer)
Code Analysis
100 100%
0% 0
Developer Tools
14 14%
86% 86
Code Quality
100 100%
0% 0
Code Autocomplete
0 0%
100% 100

User comments

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Reviews

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

Amazon CodeGuru Reviews

We have no reviews of Amazon CodeGuru yet.
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Amazon CodeWhisperer Reviews

10 Best Github Copilot Alternatives in 2024
Amazon CodeWhisperer is an AI code completion tool that helps developers write code faster and with fewer errors. If you’re looking for a GitHub Copilot alternative, Amazon CodeWhisperer is a strong choice, especially for developers already using AWS.
The Best GitHub Copilot Alternatives for Developers
CodeWhisperer is an AI code generator tool launched by Amazon Web Services (AWS) in 2022. It was based on large language models (LLMs) and trained on a billion lines of code from open-source repositories, internal Amazon repositories, API docs, and forums. Using ML and AI algorithms, CodeWhisperer analyzes code in real-time and generates suggestions from snippets to full...
Source: softteco.com
6 GitHub Copilot Alternatives You Should Know
Amazon CodeWhisperer, developed by AWS, is an AI-driven coding assistant designed to help developers write code more efficiently. It too is based on LLMs and was trained based on Amazon’s proprietary code and open source libraries. CodeWhisperer provides code recommendations based on the context of the code and the comments written by the developer. It supports multiple...
Source: swimm.io
Top 31 ChatGPT alternatives that will blow your mind in 2023 (Free & Paid)
Amazon has developed an exclusive alternative of ChatGPT called Codewhisperer to give developers an efficient way to pinpoint, comprehend and debug code problems.
Source: writesonic.com
Top 10 GitHub Copilot Alternatives
Amazon CodeWhisperer, driven by machine learning (ML), assists developers in increasing productivity by producing code recommendations based on their natural language comments and code in the integrated development environment (IDE).
Source: hashdork.com

Social recommendations and mentions

Based on our record, Amazon CodeWhisperer should be more popular than Amazon CodeGuru. It has been mentiond 27 times since March 2021. 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.

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
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Amazon CodeWhisperer mentions (27)

  • Turbo Charge the Amazon Q Developer CLI with MCP Servers
    If you have not yet discovered Amazon Q Developer, I encourage you to install it and try it out. Like all good generative-AI powered coding assistants, it can integrate with your favorite IDE and provide invaluable assistance to you while you develop your projects. It also includes the Amazon Q Developer CLI, which is a command line based assistant that you can launch with q chat from your favorite terminal. As of... - Source: dev.to / about 23 hours ago
  • Amazon Q Developer CLI: New AI Coding Agent Enhances Experience
    To explore these capabilities, visit Amazon Q Developer and check the AWS regions where this feature is available. - Source: dev.to / 6 days ago
  • How I built a spelling game with AWS Serverless and GenAI
    For the frontend, I have used a simple single page application built with Vue.js. I have very limited knowledge on frontend technologies. Because of that, I used Amazon Q Developer on VSCode to implement the frontend application. - Source: dev.to / 30 days ago
  • Hands-On Amazon Q Developer Latest Features - /dev, /review, /doc, /test, /transform
    AWS re:Invent 2024 brought with it a lot of surprises, one of them being big updates to its Generative AI (GenAI) assistant for software development, Amazon Q Developer. - Source: dev.to / 3 months ago
  • Announcements from Dr. Swami Sivasubramanian Keynote at re:Invent 2024
    Starting today, you can build ML models using natural language with Amazon Q Developer, now available in Amazon SageMaker Canvas in preview. You can now get generative AI-powered assistance through the ML lifecycle, from data preparation to model deployment. With Amazon Q Developer, users of all skill levels can use natural language to access expert guidance to build high-quality ML models, accelerating innovation... - Source: dev.to / 5 months ago
View more

What are some alternatives?

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

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.

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

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

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

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

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