Devin Desktop vs. SERA 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 Open Coding Agents are a family of fully open, high-performance AI coding models and an associated training method released by the Allen Institute for AI that make building, customizing, and training coding agents on any repository remarkably accessible, affordable, and transparent; the platform includes models, code, training recipes, and tools that can be launched with minimal setup so users can tailor agents to their own codebases and engineering conventions for tasks like code generation, code review, debugging, maintenance, and code explanation. These agents break from the traditional closed, expensive systems by offering an open pipeline from models to training data and enabling fine-tuning on internal code to teach agents about organization-specific APIs, patterns, and workflows; the first release, SERA (Soft-verified Efficient Repository Agents), achieves state-of-the-art performance on coding benchmarks at a fraction of the typical compute cost.
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 Software developers, research labs, and engineering teams wanting an AI coding assistant models that can be trained and adapted to any public or private codebase for generation, review, debugging, and maintenance tasks
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 Individual Plans: Free Plan: $0 Pro: $15/month Pro Ultimate: $60/month For Organizations: Teams: $35/user/month Teams Ultimate: $90/user/month Enterprise: Contact us Free Version Free Trial	Pricing Free 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
Pros & Cons from Real Users Pros * The context awareness is the best I've seen (knows my whole repo). * The quality of the autocomplete/supercomplete is excellent. * New features all the time and they're actually good. It's helpful for any project with little bits of help it gets you really far, gets you to the finish line. - Smart business model. Compared to the raw ChatGPT model you don't feel that message limit, and even when you do, you have plenty of other competitive models to use while you're getting back your capacity. - Auto-completion is useful, but it's pretty much for any assistant - They are listening. Compared to the whales in this niche they do hear us and quickly react, reflect, and implement leading ideas. The autocomplete is easily my favorite feature and the one I use the most. It gets better as you develop more and it really does a great job of understanding your coding style and adapting to it. The conversation chat is also really helpful when I have general app architecture or syntax related questions. I also find myself using the inline commenting feature quite frequently and I love not having to type out all the comments myself. Using Codeium has made refactor suggestions easy by having the ability to highlight specific sections of the code within an IDE! I specifically use VS Code and it has been working pretty smoothly. I also like having the option of having a chat box so that I can discuss other topics. Cons * The documentation is lacking. * They have the option to use their own models or OpenAI or Anthropic but there's no quantitative comparison of their quality. Content awareness, chat focus, working folder awareness. - The "Ctrl + I" code generator I found to be exceptionally useless. It breaks or deteriorates your code. - GPT-4o is overrated. Although I use the inline action buttons a decent amount, sometimes they clutter the code as I am trying to read through the file. I am not sure if there is an easy way to add a keyboard shortcut that allows for toggling these on/off, but if there is, that would be a nice feature to add. Codeium sometimes struggles to connect to my IDE and I am unable to use. I haven't been able to figure out the cause of this but sometimes I am unable to use Coddium for a couple days and then all of the sudden it is back.
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 Ai2 Founded: 2014 United States allenai.org/blog/open-coding-agents
Alternatives JetBrains Junie JetBrains	Alternatives GPT-5.2-Codex OpenAI
Bolt.new StackBlitz	PlayerZero
Amp Amp Code	Claude Code Anthropic
Cursor	GPT-5.3-Codex OpenAI
Devin Cognition AI View All	BLACKBOX AI 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 Models
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 Code Amp CLion Claude Fable 5.1 Claude Sonnet 3.5 Code With Me Databricks Deepnote Ejentum GPT‑5-Codex Gamelabs Studio Gemini 3.5 Flash Cyber Gemini 3.5 Flash-Lite HTML JetBrains Aqua PostgreSQL RustRover Windsurf Browser Xcode ZeroPath Show More Integrations View All 138 Integrations	Integrations Claude Code Amp CLion Claude Fable 5.1 Claude Sonnet 3.5 Code With Me Databricks Deepnote Ejentum GPT‑5-Codex Gamelabs Studio Gemini 3.5 Flash Cyber Gemini 3.5 Flash-Lite HTML JetBrains Aqua PostgreSQL RustRover Windsurf Browser Xcode ZeroPath Show More Integrations View All 2 Integrations
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