AlphaCode vs. Windsurf Editor Comparison


AlphaCode DeepMind	Windsurf Editor Windsurf	+	+
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About Creating solutions to unforeseen problems is second nature in human intelligence, a result of critical thinking informed by experience. The machine learning community has made tremendous progress in generating and understanding textual data, but advances in problem-solving remain limited to relatively simple maths and programming problems, or else retrieving and copying existing solutions. As part of DeepMind’s mission to solve intelligence, we created a system called AlphaCode that writes computer programs at a competitive level. AlphaCode achieved an estimated rank within the top 54% of participants in programming competitions by solving new problems that require a combination of critical thinking, logic, algorithms, coding, and natural language understanding. AlphaCode uses transformer-based language models to generate code at an unprecedented scale, and then smartly filters to a small set of promising programs.		About The Windsurf Editor is a free AI-powered IDE and AI coding assistant that accelerates development by providing intelligent code generation and agents in over 70 programming languages and more than 40 IDEs, including VSCode, JetBrains, and Jupyter Notebooks. With Windsurf, developers can write code faster, eliminate repetitive tasks, and stay in the flow state—whether they're working with Python, JavaScript, C++, or any other language. Built on billions of lines of open-source code, Windsurf Editor understands and anticipates your coding needs, offering multiline suggestions, automated unit tests, and even natural language explanations for complex functions. It’s perfect for streamlining code writing, reducing boilerplate, and cutting down the time spent on documentation searches. Trusted by individual developers and Fortune 500 companies alike, Windsurf Editor is your go-to solution for boosting productivity and writing better code. Try Windsurf for free today!
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook		Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Developers and anyone seeking a solution to generate code and improve their algorithms		Audience Software Engineers / Developers
Support Phone Support 24/7 Live Support Online		Support Phone Support 24/7 Live Support Online
API Offers API		API Offers API
Screenshots and Videos View more images or videos		Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial		Pricing Free Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software		Reviews/Ratings Overall 4.7 / 5 ease 4.7 / 5 features 4.5 / 5 design 4.4 / 5 support 4.1 / 5 Read all reviews
Training Documentation Webinars Live Online In Person		Training Documentation Webinars Live Online In Person
Company Information DeepMind United Kingdom www.deepmind.com/blog/competitive-programming-with-alphacode		Company Information Windsurf Founded: 2021 United States windsurf.com
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Categories AI Code Generators AI Coding Assistants AI Tools		Categories AI App Generators AI Code Generators AI Code Refactoring AI Code Review AI Coding Agents AI Coding Assistants AI Copilots AI IDEs AI Tools Code Editors Code Review IDE Vibe Coding
		Show More Features Code Editors Features API Auto-Complete Code Folding Column Editing Customizable Themes Debugging Formatting / Table Editing Keyboard Shortcuts Multi-Monitor Editing Syntax Highlighting WYSIWYG
Integrations C++ GitHub Python Android Studio Bito C Claude Sonnet 3.7 DataGrip GPT-4.1 Google Chrome Google Skills JetBrains DataSpell Laravel Node.js OpenAI o3-mini OpenCode Sublime Text Swift WebStorm Windsurf Browser Show More Integrations View All 9 Integrations		Integrations C++ GitHub Python Android Studio Bito C Claude Sonnet 3.7 DataGrip GPT-4.1 Google Chrome Google Skills JetBrains DataSpell Laravel Node.js OpenAI o3-mini OpenCode Sublime Text Swift WebStorm Windsurf Browser Show More Integrations View All 96 Integrations
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