Devin Desktop vs. NEO Comparison


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About Devin Desktop (formerly Windsurf) is an AI-powered development environment that combines a full-featured IDE with advanced coding agents in a unified workspace. Formerly known as Windsurf, the platform enables developers to manage local and cloud-based AI agents, delegate tasks, review code, and ship software without leaving their editor. Developers can use multiple coding agents simultaneously to research, write, test, debug, and improve code while maintaining full visibility into every change. Devin Desktop includes features such as agent orchestration, shared workspaces, intelligent code completion, contextual code search, and integrated review tools. The platform supports a wide range of models, extensions, language servers, and MCP integrations, allowing teams to work with their preferred tools and workflows. Devin Desktop helps engineering teams accelerate software development, improve productivity, and manage AI-assisted coding at scale.	About NEO is an autonomous machine learning engineer: a multi-agent system that automates the entire ML workflow so that teams can delegate data engineering, model development, evaluation, deployment, and monitoring to an intelligent pipeline without losing visibility or control. It layers advanced multi-step reasoning, memory orchestration, and adaptive inference to tackle complex problems end-to-end, validating and cleaning data, selecting and training models, handling edge-case failures, comparing candidate behaviors, and managing deployments, with human-in-the-loop breakpoints and configurable enablement controls. NEO continuously learns from outcomes, maintains context across experiments, and provides real-time status on readiness, performance, and issues, effectively creating a self-driving ML engineering stack that surfaces insights, resolves standard settlement-style friction (e.g., conflicting configurations or stale artifacts), and frees engineers from repetitive grunt work.
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 Devin Desktop is designed for software developers, engineering teams, DevOps professionals, technical leads, startup engineering organizations, enterprise development teams, AI-assisted coding users, and businesses seeking to improve software development productivity through autonomous coding agents and intelligent development workflows	Audience Machine learning engineering teams and data scientists looking for a solution to outsource routine ML pipeline execution to an autonomous system that builds, validates, and deploys models with minimal manual intervention
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 Free Free Version Free Trial	Pricing No information available. Free Version Free Trial
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	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
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Cognition Founded: 2023 United States devin.ai/desktop	Company Information NEO United States heyneo.so/
Alternatives JetBrains Junie JetBrains	Alternatives Kimchi
Bolt.new StackBlitz	Factory Droid Factory.ai
Amp Amp Code	Cline Cline AI Coding Agent
Cursor	Cosine
Devin Cognition AI View All	Solver View All
Categories Agentic AI 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	Categories Agentic AI AI Coding Agents AI Coding Assistants
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 Claude Docker Jupyter Notebook Visual Studio Code Cline Deepgram Saga FlowLens GPT-5.3-Codex GPT-5.6 Terra Gamelabs Studio Google Chrome Grok Code Fast 1 MCP Defender Mailtrap Model Context Protocol (MCP) OpenAI o4-mini-high Ornold Piny RustRover SWE-1.6 Show More Integrations View All 123 Integrations	Integrations Claude Docker Jupyter Notebook Visual Studio Code Cline Deepgram Saga FlowLens GPT-5.3-Codex GPT-5.6 Terra Gamelabs Studio Google Chrome Grok Code Fast 1 MCP Defender Mailtrap Model Context Protocol (MCP) OpenAI o4-mini-high Ornold Piny RustRover SWE-1.6 Show More Integrations View All 6 Integrations
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