Devin Desktop vs Muse Code — Coding & Development AI tool comparison
Devin Desktop edges out Muse Code for Coding & Development.
Verdict
According to AI Tier List, Devin Desktop (Tier A) ranks higher than Muse Code (Tier B) for Coding & Development. Devin Desktop is an AI software engineer that autonomously performs coding tasks within a developer's local environment.
Specification comparison
| Attribute | Devin Desktop | Muse Code |
|---|---|---|
| Tier | Tier A | Tier B |
| Rating | 4 / 5 | 3 / 5 |
| Pricing | Freemium | Freemium |
| Category | Coding & Development | Coding & Development |
| Best For | ide, agentic-ai, full-stack, development, code-generation | coding, ai-assistant, meta, debugging, software-development |
Devin Desktop vs Muse Code: which should you choose?
Choose Devin Desktop if…
Devin Desktop is an AI software engineer that autonomously performs coding tasks within a developer's local environment.
- You want the higher-rated option — Tier A on AI Tier List, above Muse Code at Tier B.
- Your priority is ide, agentic-ai, full-stack, development, code-generation — attributes Muse Code is not tagged with.
Choose Muse Code if…
A coding tool powered by Meta's latest AI model, Muse Spark 1.2, designed to assist developers with software writing and debugging.
- Your priority is coding, ai-assistant, meta, debugging, software-development — attributes Devin Desktop is not tagged with.
What Devin Desktop and Muse Code actually do
Devin Desktop
Devin Desktop runs directly on the user's local machine to manage complex coding projects and resolve technical issues. It allows developers to offload repetitive tasks, enabling them to focus on high-level design and architectural decisions.
Muse Code
Muse Code is an AI-powered coding assistant developed by Meta, designed to enhance developer efficiency in writing code and automating debugging processes. Utilizing the latest Muse Spark 1.2 model, it supports complex programming tasks and focuses on improving software development productivity.
Why Devin Desktop is Tier A and Muse Code is Tier B
Tier ADevin Desktop
Successfully rebranded Windsurf into Devin Desktop, strengthening its market presence. By integrating advanced models like Claude Opus 5 and leveraging the ACP protocol, it provides coding automation performance on par with Cursor, maintaining its position at the top of the developer tools market.
Tier BMuse Code
It has successfully entered the market with strong performance based on Meta's Muse Spark 1.2 model and a highly competitive pricing strategy. With its ability to handle large codebases and a parallel agent architecture, it is considered a practical and competitive tool for professional development environments.
Devin Desktop vs Muse Code: strengths and weaknesses
Devin Desktop — Strengths
Agent Client Protocol (ACP) support, Integration of latest AI models (Claude Opus 5), Local development environment optimization, Autonomous problem-solving, Intuitive workflow
Devin Desktop — Weaknesses
High subscription costs, Complex pricing structure, System resource consumption
Muse Code — Strengths
Powerful parallel agent architecture, Support for 1 million-token context window, Superior price competitiveness compared to rivals, Ability to understand and manage large codebases
Muse Code — Weaknesses
Privacy concerns regarding price discounts based on data sharing, Potential for bugs due to early beta stage
Recent changes to Devin Desktop and Muse Code
Devin DesktopAug 2026
Completed rebranding from Windsurf to Devin Desktop, Integrated Claude Opus 5 model, Improved remote server startup time, Fixed Windows certificate and symlink issues
Muse CodeAug 2026
Muse Code beta launched on August 5, 2026, Powered by Muse Spark 1.2 model, Support for macOS and Linux initiated
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FAQ
Which is better, Devin Desktop or Muse Code?
According to AI Tier List, Devin Desktop (Tier A) ranks higher than Muse Code (Tier B) for Coding & Development. Devin Desktop is an AI software engineer that autonomously performs coding tasks within a developer's local environment.
How much do Devin Desktop and Muse Code cost?
Devin Desktop is freemium, while Muse Code is freemium.
What is the difference between Devin Desktop and Muse Code?
Devin Desktop — Devin Desktop is an AI software engineer that autonomously performs coding tasks within a developer's local environment.. Muse Code — A coding tool powered by Meta's latest AI model, Muse Spark 1.2, designed to assist developers with software writing and debugging.. Where Devin Desktop falls short: High subscription costs, Complex pricing structure, System resource consumption. Where Muse Code falls short: Privacy concerns regarding price discounts based on data sharing, Potential for bugs due to early beta stage.