CodeMender vs. Kilo Code Comparison


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About CodeMender is an AI-powered agent developed by DeepMind for automatically finding, diagnosing, and patching security vulnerabilities in software code. It combines advanced reasoning abilities (via Gemini Deep Think models) with program analysis tools, static analysis, dynamic analysis, differential testing, fuzzing, and SMT solvers, to identify root causes of flaws, generate high-quality fixes, and validate them to avoid regressions or functional breakage. CodeMender operates by proposing patches that adhere to style rules and structural correctness, and then uses critique and verification agents to check changes and self-correct if issues arise. It can also proactively rewrite existing code using safer APIs or data structures (for example, applying -fbounds-safety annotations to prevent buffer overflows). To date, CodeMender has upstreamed dozens of patches in large open source projects (including ones with millions of lines of code).	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.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not 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 Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Software engineers, security teams, and maintainers looking for a solution to automate detection and secure patching of vulnerabilities in their codebases with AI assistance	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.
Support Phone Support 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 Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing $15/user/month Free Version Supported Free Trial Not Supported
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 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 4.0 / 5 support 4.0 / 5 Read all reviews
	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 Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Google DeepMind Founded: 2010 United States deepmind.google/discover/blog/introducing-codemender-an-ai-agent-for-code-security/	Company Information Kilo Code Founded: 2025 United States kilo.ai/
Alternatives Codex Security OpenAI	Alternatives JetBrains Junie JetBrains
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Categories Agentic AI Supported AI Coding Agents Supported Code Security Supported	Categories Agentic AI Supported Agentic CLI Coding Tools Supported AI Agents Supported AI Code Generators Supported AI Coding Agents Supported AI Coding Assistants Supported

Integrations Claude Sonnet 3.7 Not Supported Constellation Not Supported Devstral Small 2 Not Supported GLM-4.1V Not Supported GLM-4.5V Not Supported GLM-4.5V-Flash Not Supported GLM-4.6V Not Supported Gemini Supported Gemini 3.5 Flash Cyber Supported Gemini Enterprise Supported Gemma Supported Imagen Supported KiloClaw Not Supported Ling 2.6 Flash Not Supported Ling 3.0 Flash Not Supported Lyria Supported MiMo-V2.5 Not Supported MiMo-V2.6-Pro-UltraSpeed Not Supported Seed2.1 Pro Not Supported SuperGrok Not Supported Show More Integrations View All 10 Integrations	Integrations Claude Sonnet 3.7 Supported Constellation Supported Devstral Small 2 Supported GLM-4.1V Supported GLM-4.5V Supported GLM-4.5V-Flash Supported GLM-4.6V Supported Gemini Not Supported Gemini 3.5 Flash Cyber Not Supported Gemini Enterprise Not Supported Gemma Not Supported Imagen Not Supported KiloClaw Supported Ling 2.6 Flash Supported Ling 3.0 Flash Supported Lyria Not Supported MiMo-V2.5 Supported MiMo-V2.6-Pro-UltraSpeed Supported Seed2.1 Pro Supported SuperGrok Supported Show More Integrations View All 58 Integrations
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