Software Alternatives, Accelerators & Startups

Amazon CodeWhisperer VS Zed

Compare Amazon CodeWhisperer VS Zed and see what are their differences

Amazon CodeWhisperer logo Amazon CodeWhisperer

Amazon CodeWhisperer is a machine learning (ML)โ€“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).

Zed logo Zed

Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
  • Amazon CodeWhisperer Landing page
    Landing page //
    2023-04-01
  • Zed Landing page
    Landing page //
    2024-06-20

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.

Zed features and specs

  • Collaborative Editing
    Zed offers real-time collaborative editing features, allowing multiple developers to work on the same codebase simultaneously, enhancing team productivity and communication.
  • Minimalist Interface
    The interface is designed to be distraction-free and minimalist, which helps developers focus on coding without unnecessary clutter and distractions.
  • Speed and Performance
    Zed is built with performance in mind, offering fast loading times and a smooth user experience, making coding more efficient.
  • Cross-Platform Support
    Zed is available on multiple platforms, including Windows, macOS, and Linux, making it accessible to a wide array of users regardless of their operating system.
  • Innovative Features
    Zed includes several innovative features such as advanced search and navigation capabilities, which can significantly enhance the coding experience.

Possible disadvantages of Zed

  • Limited Extensions
    Compared to more established editors like VS Code, Zed currently has a more limited library of extensions and plugins, which might restrict customization and functionality.
  • Learning Curve
    New users coming from other development environments may face a learning curve due to Zed's unique interface and features.
  • Early Development
    As a relatively new tool, Zed may still be in its early stages of development, with potential bugs and missing features that could affect stability and user experience.
  • Community Size
    The community and user base for Zed is still growing, which can mean less community support, tutorials, and shared resources compared to more mature editors.

Analysis of Amazon CodeWhisperer

Overall verdict

  • Amazon CodeWhisperer is generally well-regarded as a useful tool for developers, especially within the AWS ecosystem.

Why this product is good

  • It provides AI-powered code recommendations and completions that help developers write code more efficiently and reduce the time spent on repetitive tasks. Its integration with AWS services makes it particularly beneficial for developing applications on the AWS platform.

Recommended for

  • Developers working within the AWS environment
  • Teams looking for productivity enhancements through AI-powered code suggestions
  • Companies aiming to improve code quality and reduce errors in their development process

Analysis of Zed

Overall verdict

  • Yes, Zed is considered a good code editor by many developers.

Why this product is good

  • Zed offers a modern and efficient code editing experience with features such as real-time collaboration, a clean interface, and high performance. It is built to be fast and responsive, making it suitable for developers who value speed in their editing tools.

Recommended for

    Developers looking for a collaborative and fast code editor with a modern interface would benefit from using Zed. It is especially suited for teams that require real-time collaboration capabilities.

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

Zed videos

Zed โ€œkillsโ€ VSCode

More videos:

  • Review - Zed - The 'Visual Studio Code Killer' - Now on Linux!

Category Popularity

0-100% (relative to Amazon CodeWhisperer and Zed)
Developer Tools
41 41%
59% 59
Coding
100 100%
0% 0
Text Editors
0 0%
100% 100
Code Autocomplete
100 100%
0% 0

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 CodeWhisperer and Zed

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 youโ€™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 Amazonโ€™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

Zed Reviews

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

Social recommendations and mentions

Based on our record, Zed should be more popular than Amazon CodeWhisperer. It has been mentiond 93 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 CodeWhisperer mentions (39)

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Zed mentions (93)

  • Elevated error rate across multiple models
    With Agent Client Protocol (ACP) you can keep the same UI and switch not models, but entire agents, that means using tools/prompts/compaction/etc that are tailored for the model. Try Zed[1] for GUI and pool[2] for TUI. [1] https://zed.dev/ [2] https://github.com/poolsideai/pool. - Source: Hacker News / 27 days ago
  • Ask HN: What is your (AI) dev tech stack / workflow? (June 2026)
    Devcontainers + Claude + Pi [1] Zed https://zed.dev/ [2] Terminal threads https://zed.dev/blog/terminal-threads As sort of byproduct also replaced Alacritty + Zellij (i just don't have the need to use more, 3 weeks of new setup). - Source: Hacker News / about 1 month ago
  • Ask HN: What is your (AI) dev tech stack / workflow? (June 2026)
    The simplest mainstream options for tools: 1) Claude Desktop which includes Claude Code for Anthropic: https://claude.com/product/claude-code (alternatively the terminal based version; either way get the subscription) 2) Codex for OpenAI: https://developers.openai.com/codex/app (same as above, subscription preferred instead of paying per token) 3) OpenCode for a variety of models: https://opencode.ai/ (they also... - Source: Hacker News / about 1 month ago
  • Tools I'm Using in 2026 (and what I've stopped using from 2025)
    That said, sometimes you do just want an editor, not a full blown IDE, and for that for the last few months I've been experimenting with Zed. It's okay. I've had some weird issues with their terminal emulator; I don't know what they are doing but my ZSH config doesn't load right so it sometimes gets stuck in what looks like an infinite loop, and then my PATH is all messed up... IDK, I expect my editors to kinda... - Source: dev.to / about 2 months ago
  • Building a native terminal for AI coding agents in Rust + GPUI
    This is a post-mortem, not a launch post. Paneflow is a native terminal workspace, splits, panes, branch-aware workspaces, session restore, built in pure Rust on top of Zed's GPUI framework and the upstream alacritty_terminal crate. It started as a port of cmux, a macOS-only Swift/AppKit project, and the Rust rewrite forced a string of decisions I had no good intuition for at the start. I want to walk through the... - Source: dev.to / 2 months ago
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What are some alternatives?

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

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

VS Code - Build and debug modern web and cloud applications, by Microsoft

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

Cursor - The AI-first Code Editor. Build software faster in an editor designed for pair-programming with AI.

replit - Code, create, andlearn together. Use our free, collaborative, in-browser IDE to code in 50+ languages โ€” without spending a second on setup.

Notepad++ - A free source code editor which supports several programming languages running under the MS Windows environment.