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Visual Studio IntelliCode VS Captain Stack

Compare Visual Studio IntelliCode VS Captain Stack and see what are their differences

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Visual Studio IntelliCode logo Visual Studio IntelliCode

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

Captain Stack logo Captain Stack

An open source alternative to GitHub Copilot
  • Visual Studio IntelliCode Landing page
    Landing page //
    2023-02-23
  • Captain Stack Landing page
    Landing page //
    2023-10-03

Visual Studio IntelliCode features and specs

  • Intelligent Code Recommendations
    IntelliCode uses machine learning models trained on open-source GitHub projects to provide contextual code recommendations, helping developers write better code faster.
  • Custom Models for Teams
    Teams can train their own models based on their codebase, enhancing the relevance of IntelliCode's suggestions and ensuring they conform to the team's coding standards and practices.
  • Improved Code Quality
    By suggesting best practices and common code patterns, IntelliCode aids in maintaining high code quality and consistency across projects.
  • Supports Multiple Languages
    IntelliCode supports a wide range of programming languages, including Python, Java, JavaScript, and more, making it versatile for different types of projects.
  • Code Completion and Refactoring Assistance
    It provides intelligent code completions and helps with code refactoring tasks, making the development process more efficient and less error-prone.

Possible disadvantages of Visual Studio IntelliCode

  • Limited Training Data
    The effectiveness of IntelliCode's suggestions depends on the quality and breadth of the training data. For very unique or proprietary codebases, the recommendations may not be as relevant.
  • Dependency on Visual Studio
    IntelliCode is integrated with Visual Studio, so developers using other IDEs might not be able to benefit from its features unless they switch to Visual Studio.
  • Resource Intensive
    Running IntelliCode, especially with custom models, can be resource-intensive, potentially impacting the performance of the development environment.
  • Privacy Concerns
    Using custom models might raise privacy concerns as code from the team’s repository could be used to train the AI, potentially exposing sensitive information.
  • Learning Curve
    There might be a slight learning curve for new users to understand and effectively use the recommendations provided by IntelliCode.

Captain Stack features and specs

  • Open Source
    Captain Stack is an open-source project, which allows developers to contribute to its development and customize the tool for their specific needs without any licensing restrictions.
  • Cost-effective
    Being a GitHub-based project, it is typically free to use, making it an accessible option for developers and organizations who want to experiment with AI-driven coding without incurring additional costs.
  • Customizability
    Users can modify and extend the tool's capabilities as needed, potentially tailoring it to specific programming languages or frameworks beyond its original scope.
  • Community-driven
    The open-source nature encourages a community of developers to provide enhancements, fixes, and support, potentially leading to faster iterations and feature implementations.

Possible disadvantages of Captain Stack

  • Potential Lack of Support
    As an open-source project, it might not have the same level of professional support and documentation that a commercial product would offer.
  • Stability and Maintenance
    The project might suffer from irregular updates or maintenance depending on community involvement, which can lead to stability and reliability concerns.
  • Limited Features Compared to Commercial Solutions
    While functional, it may not offer the breadth of features and integrations that a commercial tool like GitHub Copilot provides.
  • Dependency on Community Contributions
    The project's progress and enhancement rely heavily on community contributions, which can be unpredictable and vary over time.

Analysis of Visual Studio IntelliCode

Overall verdict

  • Yes, Visual Studio IntelliCode is generally considered a valuable tool for developers. Its AI-driven suggestions help streamline the coding process, reduce repetitive tasks, and improve code quality. It is praised for its ability to learn from both individual code patterns and open-source projects, providing users with a comprehensive and personalized coding assistant.

Why this product is good

  • Visual Studio IntelliCode leverages AI to enhance the developer experience by providing intelligent suggestions for code completion, style, and refactoring. It is designed to save time and increase productivity by understanding the context of your code, offering more relevant suggestions compared to traditional autocomplete features. Additionally, IntelliCode supports a variety of programming languages and frameworks, making it versatile for different development needs.

Recommended for

    Visual Studio IntelliCode is recommended for developers who are looking to increase their coding efficiency and accuracy. It is particularly beneficial for those working in collaborative environments, as it aids in maintaining consistent code quality across teams. Developers using Visual Studio or Visual Studio Code will find IntelliCode easy to integrate into their existing workflow.

Visual Studio IntelliCode videos

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Visual Studio IntelliCode

More videos:

  • Review - Visual Studio IntelliCode -- AI meets IntelliSense!

Captain Stack videos

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How to install Captain Stack

More videos:

  • Review - Captain Stack - a Github Copilot clone

Category Popularity

0-100% (relative to Visual Studio IntelliCode and Captain Stack)

Visual Studio IntelliCode

Captain Stack

AI
100 100%
AI
0% 0
Developer Tools
71 71%
Developer Tools
29% 29
Coding
0 0%
Coding
100% 100
Productivity
100 100%
Productivity
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 Visual Studio IntelliCode and Captain Stack

Visual Studio IntelliCode Reviews

Top 10 Vercel v0 Open Source Alternatives | Medium
While not entirely open-source, Microsoft’s IntelliCode deserves a mention on this list due to its powerful AI-assisted coding capabilities and integration with popular development tools. IntelliCode uses machine learning to provide intelligent code completions and suggestions.
Source: medium.com
10 Best Github Copilot Alternatives in 2024
Some of the best free GitHub Copilot alternatives are Kite, Codeium, and IntelliCode. These tools offer AI-powered code completions without costing you anything. They help you write code faster and are great options if you’re looking for a Copilot alternative free of charge.
Source: www.geeksforgeeks.org
6 GitHub Copilot Alternatives You Should Know
Visual Studio IntelliCode is an extension for Visual Studio and Visual Studio Code that provides AI-assisted code completions and recommendations. IntelliCode is based on the previous generation of machine learning techniques, so it provides a more basic level of code completion compared to other tools. One of its key features is the ability to learn patterns from the...
Source: swimm.io
Top 10 GitHub Copilot Alternatives
A Microsoft tool exclusively accessible through Visual Studio, IntelliCode is an experimental AI coding assistance trained on a sample of GitHub projects. Your completion list is prioritized by IntelliCode so that the items you’re most likely to utilize are at the front.
Source: hashdork.com
Top 9 GitHub Copilot alternatives to try in 2022 (free and paid)
IntelliCode is an experimental AI coding assistant trained on a subset of GitHub projects, a Microsoft product available for Visual Studio only. One of the more attractive features of IntelliCode is team completion. Team completion may prove beneficial for organizations with a Microsoft-based architecture and developers accustomed to Visual Studio in an age of remote...
Source: www.tabnine.com

Captain Stack Reviews

3 alternatives to GitHub Copilot to keep an eye out for
Human resource managers and Stackoverflow are analogous to developers and Stackoverflow. We require platforms and tools. Captain Stack is an open-source VSCode plugin that combines the two. Inspired by Copilot, it is a code suggestion tool that uses Google instead of AI. It submits your search query to Google, retrieves answers from StackOverflow and Github Gist, and...
Source: blog.openreplay.com
Top 10 GitHub Copilot Alternatives
Stackoverflow and developers are similar to LinkedIn and HR professionals. An open-source VSCode plugin called Captain Stack combines elements of both.
Source: hashdork.com
Top 9 GitHub Copilot alternatives to try in 2022 (free and paid)
Developers and Stackoverflow are like human resources managers and LinkedIn. We need our platforms and tools. Captain Stack is an open-source VSCode plugin that is a bit of both. Inspired by Copilot, Captain Stack is a code suggestion tool that uses Google instead of AI. It sends your search query to Google, retrieves StackOverflow and Github Gist answers, and auto-completes...
Source: www.tabnine.com

Social recommendations and mentions

Based on our record, Visual Studio IntelliCode should be more popular than Captain Stack. It has been mentiond 12 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.

Visual Studio IntelliCode mentions (12)

  • Cloudlflare builds OAuth with Claude and publishes all the prompts
    I use https://visualstudio.microsoft.com/services/intellicode/ for my IDE which learns on your codebase, so it does end up saving me a ton of time after its learned my patterns and starts suggesting entire classes hooked up to the correct properties in my EF models. It lets me still have my own style preferences with the benefit of AI code generation. Bridged the barrier I had with code coming from... - Source: Hacker News / 4 months ago
  • 🎈5 AI Coding Tools That Will Change the Way You Develop Forever🎇(You Won't Believe #3!)
    IntelliCode is Microsoft’s own AI-powered code completion tool, and it integrates seamlessly with Visual Studio and Visual Studio Code. With IntelliCode, developers get context-aware suggestions based on a vast number of GitHub repositories, allowing them to write more efficient and error-free code. - Source: dev.to / 9 months ago
  • Beware the Mid-Career Crisis for Programmers: The Four Major Causes
    Visual Studio IntelliCode is an intelligent code editor that offers efficient and personalized code completion suggestions based on context and your coding habits, making coding smoother. - Source: dev.to / over 1 year ago
  • 6 AI tool that you should use as a developer
    IntelliCode is a machine learning-powered intelligent code assistant that significantly boosts developer productivity. IntelliCode suggests context-aware code completions by analyzing millions of lines of code from various open-source projects, making coding faster and more efficient. Its advanced algorithms recognize coding patterns and make intelligent suggestions, saving developers time and reducing errors.... - Source: dev.to / over 2 years ago
  • Rider: Refact vs CoPilot
    OP is referring to IntelliCode. It's a step beyond IntelliSense, but I agree with other posts here: you should be really sure you're not leaking business code this way or implement code from sources you didn't approve yourself. Source: over 2 years ago
View more

Captain Stack mentions (2)

  • Idea to profitable software product in 5 days: Hieu Nguyen on MVPs and LTDs
    I caught up with Hieu Nguyen (@hieunc) of ishim, Rebit, Captain Stack, and more. He told me exactly how he made his first sale for ishim within five days of kicking off development, and another $1K+ within a month. Source: over 2 years ago
  • GitHub Copilot Breaks Bad Interviews
    In fact, many have pointed out that Copilot’s process of looking up code based on its expected constraints is similar to one that a developer might experience by searching StackOverflow for code snippets. Funnily, some thought the idea so similar they decided to build an alternative VSCode plugin to Copilot that simply looks up StackOverflow answers as suggestions. - Source: dev.to / over 3 years ago

What are some alternatives?

When comparing Visual Studio IntelliCode and Captain Stack, 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.

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

GPT-Code-Clippy - GPT-Code-Clippy (GPT-CC) is an open source version of GitHub Copilot, a language model -- based on GPT-3, called GPT-Codex -- that is fine-tuned on publicly available code from GitHub.

The Ultimate SEO Prompt Collection - Unlock Your SEO Potential: 50+ Proven ChatGPT Prompts

150 ChatGPT 4.0 prompts for SEO - Unlock the power of AI to boost your website's visibility.

Kite - Kite helps you write code faster by bringing the web's programming knowledge into your editor.

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