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Visual Studio IntelliCode VS Upsource

Compare Visual Studio IntelliCode VS Upsource 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.

Upsource logo Upsource

Upsource provides unified access to all your projects stored in Git, Perforce, Mercurial or Subversion.
  • Visual Studio IntelliCode Landing page
    Landing page //
    2023-02-23
  • Upsource Landing page
    Landing page //
    2023-04-27

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.

Upsource features and specs

  • Comprehensive Code Review
    Upsource provides robust code review features, allowing teams to collaborate more effectively. It supports inline comments, discussions, and mentions, which facilitate thorough code evaluations and knowledge sharing.
  • Integration with JetBrains IDEs
    Seamlessly integrates with JetBrains IDEs, enabling developers to access Upsource's features directly from their development environment, which can streamline workflow and enhance productivity.
  • Multi-VCS Support
    Supports a variety of version control systems including Git, Mercurial, Subversion, and Perforce. This flexibility makes it a good fit for teams using different VCS solutions.
  • Project Insight
    Provides insights into the development process with analytics and project statistics, helping teams make data-driven decisions.

Possible disadvantages of Upsource

  • Complex Setup
    The initial setup and configuration of Upsource can be complex, particularly for teams without prior experience with similar tools.
  • Resource Intensive
    The tool can be resource-heavy, potentially requiring significant server capabilities to function smoothly, especially for larger projects.
  • User Interface Complexity
    Some users find the interface of Upsource to be complex and not as intuitive as other code review tools, which might require a learning curve.
  • Limited Non-Java Support
    While Upsource offers great support for Java projects, its functionality for non-Java codebases may be less comprehensive, restricting its effectiveness for diverse tech stacks.

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

+ Add

Visual Studio IntelliCode

More videos:

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

Upsource videos

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Upsource Overview

More videos:

  • Review - Code review workflow in Upsource
  • Review - Introducing JetBrains Upsource: Repository browser and code review tool

Category Popularity

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

Visual Studio IntelliCode

Upsource

AI
100 100%
AI
0% 0
Code Collaboration
0 0%
Code Collaboration
100% 100
Developer Tools
100 100%
Developer Tools
0% 0
Git
0 0%
Git
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 Visual Studio IntelliCode and Upsource

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

Upsource Reviews

We have no reviews of Upsource yet.
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Social recommendations and mentions

Based on our record, Visual Studio IntelliCode seems to be more popular. It has been mentiond 11 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 (11)

  • 🎈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 / 5 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 / about 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 / almost 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: about 2 years ago
  • GitHub Copilot X: The AI-powered developer experience
    You might be thinking of IntelliCode, which was released in 2019. https://visualstudio.microsoft.com/services/intellicode/. - Source: Hacker News / about 2 years ago
View more

Upsource mentions (0)

We have not tracked any mentions of Upsource yet. Tracking of Upsource recommendations started around Mar 2021.

What are some alternatives?

When comparing Visual Studio IntelliCode and Upsource, 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.

Phabricator - Phacility - Phabricator

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

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

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

Gerrit Code Review - OpenSource Git Code Review Tool

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