Kilo Code vs. Xum Comparison


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About Kilo Code is a powerful open-source coding agent designed to help developers build, ship, and iterate faster across every stage of the software development workflow. It offers multiple modes—including Ask, Architect, Code, Debug, and Orchestrator—so developers can switch seamlessly between tasks with tailored AI support. The platform includes features such as hallucination-free code, automatic failure recovery, and deep context awareness to ensure accuracy and reliability. Developers can run parallel agents, enjoy fast autocomplete, and even deploy applications with a single click. With access to 500+ models and integration across terminals, VS Code, and JetBrains editors, Kilo provides unmatched flexibility. As the #1 agent on OpenRouter with over 750,000 users, it has quickly become a preferred choice for modern AI-assisted development.	About Xum is an open-source application for coordinating AI coding agents across software projects. Developers can run multiple agent sessions in parallel, isolate work with Git worktrees, and monitor or review changes through a desktop interface or a browser-accessible server. It brings terminal-based coding agents into a shared workflow for assigning tasks, tracking progress, and comparing parallel contributions. Xum is intended for software developers and engineering teams using AI-assisted development. Users configure compatible agent runtimes and model access for their workflows; charges from external model or inference providers may apply separately.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Kilo Code is ideal for developers and engineering teams seeking a fast, accurate, open-source AI coding agent that enhances every stage of the software development lifecycle.	Audience Software developers and engineering teams using AI coding agents to carry out, coordinate, and review coding tasks across software projects.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing $15/user/month Free Version Supported Free Trial Not Supported	Pricing Xum is available as open-source software. Model and inference provider charges, if used, are separate and depend on the selected provider. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 4.0 / 5 support 4.0 / 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 Ridiculously easy onboarding, slick UI, hyper-contextual code suggestions, smart refactoring, one-click docs generation, full-stack architecture templates, seamless VS Code integration . Feels like a senior architect whispering best practices in your ear while the whole squad’s velocity goes full turbo. Cons Tends to over-engineer fixes on legacy code, needs high-speed internet for real-time inference, and the AI occasionally hallucinates exotic patterns that require manual cleanup.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Kilo Code Founded: 2025 United States kilo.ai/	Company Information Coder Technologies Founded: 2017 United States xum.cdr.dev/
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Categories Agentic AI Supported Agentic CLI Coding Tools Supported AI Agents Supported AI Code Generators Supported AI Coding Agents Supported AI Coding Assistants Supported	Categories AI Coding Agent Orchestrators Supported

Integrations Devstral 2 Supported Devstral Small 2 Supported Enkrypt AI Supported GLM-4.5V-Flash Supported GLM-5.1 Supported GLM-5.3 Supported Grok Code Fast 1 Supported Laguna XS.2 Supported Ling 3.0 Tiny Supported Mercury Edit 2 Supported MiMo-V2-Pro Supported MiMo-V2.5 Supported MiMo-V2.6-Pro-UltraSpeed Supported MiniMax M2 Supported MiniMax M3.1 Flash Supported MiniMax-M2.1 Supported Seed2.1 Pro Supported Spawn Supported SuperGrok Supported Tencent Hy Supported Show More Integrations View All 62 Integrations	Integrations Devstral 2 Not Supported Devstral Small 2 Not Supported Enkrypt AI Not Supported GLM-4.5V-Flash Not Supported GLM-5.1 Not Supported GLM-5.3 Not Supported Grok Code Fast 1 Not Supported Laguna XS.2 Not Supported Ling 3.0 Tiny Not Supported Mercury Edit 2 Not Supported MiMo-V2-Pro Not Supported MiMo-V2.5 Not Supported MiMo-V2.6-Pro-UltraSpeed Not Supported MiniMax M2 Not Supported MiniMax M3.1 Flash Not Supported MiniMax-M2.1 Not Supported Seed2.1 Pro Not Supported Spawn Not Supported SuperGrok Not Supported Tencent Hy Not Supported Show More Integrations View All 1 Integration
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