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AI Code Assistants

AI Code Assistants Reviews and Ratings

What are AI Code Assistants?

Gartner defines AI code assistants as tools that generate and analyze software code and configuration. They use foundation models like LLMs, program-understanding technology, or both. Developers engage with these assistants to generate, analyze, debug, test, fix, refactor code, search dependencies, update libraries, create documentation, understand code, upgrade versions, translate languages and review commits. They help developers learn and explore codebases and access related information, such as frameworks and tools. AI code assistants integrate with developer environments, code editors, command-line terminals, chat interfaces, project management tools, monitoring, logging and deployment tools. Some are customized to an organization’s specific codebase and documentation.

AI code assistants enhance software developers’ experience by boosting their efficiency, accelerating application development, minimizing cognitive overload, amplifying their problem-solving skills, enabling faster learning, fostering creativity and maintaining their state of flow.

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For 50M-1B USD Companies
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Augment Code
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Amazon Q Developer
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Gemini Code Assist
For North America
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Augment Code
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Cursor
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Amazon Q Developer
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Augment Code
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GitHub Copilot
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Logo of Amazon Q Developer

Amazon Q Developer

By Amazon Web Services (AWS)

4.4
(411 Ratings)

Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.

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Gemini Code Assist

By Google

4.4
(233 Ratings)

Googlers is a company that creates products intended to create opportunities for an extensive audience, regardless of their location across the globe. The company values diverse perspectives, imaginations and non-conformity to predefined norms and impossibilities. The goal is to build products while incorporating uniqueness of each individual involved in this process, aiming to make their products accessible and useful to all.

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GitHub Copilot

By GitHub

4.4
(225 Ratings)

GitHub is a platform where developers, businesses, and organizations collaborate to create and innovate. Offering tools for version control, CI/CD, security, and code review, GitHub helps teams build software efficiently and securely.

With GitHub Copilot, developers can leverage AI to receive real-time coding assistance, streamlining their workflows and enabling them to focus on solving complex challenges. The platform supports a wide range of projects, from open source to enterprise, while integrating seamlessly into development processes to foster collaboration and security.

As part of Microsoft, GitHub is committed to empowering developers and organizations to bring their ideas to life, working toward the goal of supporting 1 billion developers worldwide.

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Windsurf

By Windsurf

4.5
(71 Ratings)
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Cursor

By Anysphere

4.4
(54 Ratings)

Anysphere focuses on automating coding to create an advanced human-AI hybrid programmer. This approach aims to increase programming efficiency, allowing developers to manage codebases effortlessly and iterate quickly even in complex systems. By combining AI and human creativity, Anysphere seeks to exceed the capabilities of pure AI systems. The company comprises researchers and engineers who develop software and models to push the boundaries of what is both useful and possible.

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Augment Code

By Augment Code

4.8
(38 Ratings)

Augment Code is Developer AI that uses deep understanding of your large codebase and how you build software to generate highly personalized code suggestions and insights. It understands your entire development ecosystem – including dependencies and documentation – to ensure every suggestion reflects your team's actual practices.

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Qodo Gen

By Qodo

4.5
(33 Ratings)

Qodo is a quality-first generative AI coding platform, offering busy developers tools for writing, testing, and reviewing code. Using Qodo, developers can leverage the power of AI directly within their IDE and Git, ensuring that generated code is accurate and high quality. Our platform focuses on code integrity, with features like automated code reviews, contextual code suggestions, and comprehensive test generation. By integrating seamlessly into existing workflows, Qodo empowers developers to produce robust, reliable software efficiently, helping teams maintain high standards of code quality and integrity throughout the development lifecycle.

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GitLab Duo

By GitLab

4.3
(17 Ratings)

GitLab is a comprehensive AI-powered DevSecOps platform for software innovation. As a software delivery platform for development, security, and operations teams, GitLab brings security and compliance to AI-powered workflows throughout the software delivery lifecycle, helping customers deliver secure software faster. GitLab Duo, the company’s suite of AI capabilities, improves team collaboration and reduces the security and compliance risks of AI adoption by bringing the entire software development lifecycle into a single AI-powered application that is privacy-first.

With GitLab, customers can visualize their end-to-end value streams, boost developer productivity with out-of-the-box analytics, and secure their software supply chain with SAST, DAST, secret detection, container scanning, and API testing. It enables organizations to increase developer productivity, improve operational efficiency, and accelerate cloud transformations to maximize the overall return on software development.

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JetBrains AI

By JetBrains

4.2
(16 Ratings)

JetBrains is a software development company, established in 2000, that focuses on creating tools to streamline and enhance the process of code development. The company's primary offering is a range of integrated development environments (IDEs) adaptable to various programming languages such as the JVM platform, C and C++, SQL, Go, PHP, Python, .NET, Ruby, Rails, and JavaScript. Complementing these IDEs, JetBrains also provides .NET and Visual Studio tools such as ReSharper and dotPeek, among others. To cater to collaborative efforts and remote work scenarios, JetBrains offers team tools like Space and TeamCity. Additionally, it has delved into creating programming languages, producing Kotlin and MPS. JetBrains is equally invested in promoting learning and education, reflected in dedicated tools like PyCharm Edu and IntelliJ IDEA Edu, and platforms for learning programming like JetBrains Academy.

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Replit

By Replit

4.5
(12 Ratings)
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Tabnine

By Tabnine

4.4
(12 Ratings)
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CodeRabbit

By CodeRabbit

4.3
(9 Ratings)

CodeRabbit is an AI-powered platform that offers a new approach to code reviews. It gives context-aware evaluations that are akin to those given by humans. This improves the standard of the code, decreases the duration and hard work needed for comprehensive manual code reviews, and accelerates software delivery. CodeRabbit is utilised by numerous organisations to refine their code review process. It is certified under SOC 2 Type 2 and GDPR and does not rely on customer specific code for training.

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Sourcegraph Cody

By Sourcegraph

4.4
(9 Ratings)

Sourcegraph is a code intelligence platform: “software that builds software”. Our code graph powers Cody, a powerful and accurate AI coding assistant for writing, fixing, and maintaining code, and Code Search, helping devs explore their entire codebase and make large-scale migrations and security fixes. Sourcegraph serves some of the world's largest enterprises that are building software that pushes the world forward.

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Harness

By Harness

3.8
(6 Ratings)

Harness is a startup focused on the software delivery market with the goal of revolutionizing the industry. Its primary offering is an intelligent software delivery platform which enhances the efficiency of engineers by offering improved delivery speed and quality. The core components of the Harness Software Delivery Platform encompass Continuous Integration, Continuous Delivery, Feature Flags, Cloud Cost Management, Service Reliability Management, Security Testing Orchestration, and Chaos Engineering. This platform is constructed to expedite business's cloud campaigns and the incorporation of containers and orchestration tools such as Kubernetes and Amazon ECS.

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watsonx Code Assistant for Z

By IBM

4.7
(3 Ratings)

IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

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IBM watsonx Code Assistant

By IBM

4
(2 Ratings)

IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

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Logo of Jolt AI

Jolt AI

By Jolt AI

5
(2 Ratings)

Jolt is an AI codegen and chat tool for 100k to multi-million line codebases that automatically identifies context files, handles multi-file changes, and matches your code style. Use Jolt in the web or in your favorite VSCode-based and JetBrains IDEs.

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Logo of Claude

Claude

By Anthropic

4
(1 Rating)

The main focus of this AI research company is to create trustworthy, interpretable, and controllable Artificial Intelligence systems. One product they developed is called Claude, which is an AI assistant designed to handle tasks on any level. The company's research broadly covers various fields like natural language processing, feedback from humans, scaling laws, reinforcement learning, generation of coding, and interpretability. The overall goal is to push forward in multiple fields related to AI.

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Logo of Codespell.ai

Codespell.ai

By Codespell.ai

5
(1 Rating)

Codespell empowers software engineering teams with advanced generative AI (GenAI) solutions designed to optimize the software development lifecycle (SDLC), including development, testing, and DevOps.

Our AI-powered accelerators automate time-intensive, repetitive tasks, reducing operational overhead and enabling teams to focus on core business logic and strategic innovation. By integrating seamlessly into existing workflows, Codespell enhances engineering productivity, accelerates time-to-market, and improves software quality.

Organizations leverage Codespell to drive efficiency, reduce development costs, and foster continuous innovation across engineering operations.

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Platform for AI

By Alibaba Cloud

5
(1 Rating)

Founded in 2009, Alibaba Cloud is a part of Alibaba Group that develops comprehensive cloud computing and data management services. These services aim to cater to the networking and information needs of diverse businesses, financial institutions, and governments among others. The solutions offered are flexible and cost-effective. In addition, Alibaba Cloud operates the network for Alibaba Group's extensive online and mobile commerce ecosystem. It also provides a wide range of cloud computing services to support sellers as well as third-party entities that partake in this ecosystem.

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Features of AI Code Assistants

Updated December 2025

Mandatory Features:

  • Enterprise administration support including code exclusions, codebase indexing, programming design styles, usage metrics and user management

  • General purpose coding assistance across multiple programming languages and frameworks, rather than specialized support for a proprietary vendor ecosystem

  • Unit test and documentation generation

  • Conversational chat interface integrated into the development environment with ability to reference or “mention” specific files and folders, and transfer code from chat into the editor

  • Context-aware multiline code completion, including natural language-based suggestions

  • Contextual awareness of enterprise code repositories and other enterprise data sources (such as documentation capturing coding styles, design patterns and architectural decisions)

  • Guarantee that base models will not be trained on customer code or documentation (excluding approved fine tuning)

Gartner Research

Magic Quadrant for AI Code AssistantsCritical Capabilities for AI Code Assistants
Gartner Peer Insights 'Voice of the Customer': AI Code Assistants

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Popular Product Comparisons

Amazon Q Developer vs GitHub CopilotGitHub Copilot vs GitLab DuoCursor vs GitHub CopilotGitHub Copilot vs TabnineGitHub Copilot vs Sourcegraph CodyGitHub Copilot vs Windsurf

Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

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