Cline vs. Open WebUI Comparison


Cline Cline AI Coding Agent	Open WebUI	+	+
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About Cline is an open-source AI coding agent that helps developers understand, modify, and automate software development tasks directly from their IDE, terminal, or embedded applications. The platform supports coordinated code editing, bash command execution, planning, and autonomous workflows while giving developers control over every step of the process. Cline works with major AI models including Claude, GPT, Gemini, Mistral, DeepSeek, Ollama, and any OpenAI-compatible API without locking users into a single provider. Developers can use Cline to refactor large codebases, automate repetitive engineering tasks, integrate with CI/CD pipelines, and extend functionality through plugins and the Model Context Protocol (MCP). The platform also supports custom coding rules, reusable skills, multi-agent collaboration, and scheduled automations for complex software projects.	About Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with a built-in inference engine for Retrieval Augmented Generation (RAG), making it a powerful AI deployment solution. Key features include effortless setup via Docker or Kubernetes, seamless integration with OpenAI-compatible APIs, granular permissions and user groups for enhanced security, responsive design across devices, and full Markdown and LaTeX support for enriched interactions. Additionally, Open WebUI offers a Progressive Web App (PWA) for mobile devices, providing offline access and a native app-like experience. The platform also includes a Model Builder, allowing users to create custom models from base Ollama models directly within the interface. With over 156,000 users, Open WebUI is a versatile solution for deploying and managing AI models in a secure, offline environment.
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 Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers interested in an AI coding agent right inside their IDE.	Audience Educational institutions searching for a solution to facilitate research and learning without relying on external servers
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 features 5.0 / 5 design 5.0 / 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 Cline is one of the most useful coding agents I have tried because it feels like it lives where I already work. I do not have to copy code back and forth into a chatbot. It can inspect the project, edit files, run commands, use the browser, and walk through tasks inside the IDE. I really like the human-in-the-loop approval model. Cline can take meaningful action, but I still get to review commands, file edits, and changes before they happen. That makes it feel powerful without feeling reckless. The model flexibility is another big win. Cline is not locked to one provider, so I can bring my own key, use different models for different jobs, and experiment with cost, speed, and quality. The .clinerules support is also great for real projects. Being able to define coding standards, architecture conventions, deployment steps, and testing requirements helps Cline behave more like a teammate who understands the repo. Cons Cline can be very token-hungry if you let it roam through a big codebase without clear instructions. You need to scope tasks well, set project rules, and review what it is doing, especially on larger repos. It also still needs developer judgment. Cline can write code, run commands, and debug issues, but it can also make assumptions or take a path that is technically valid but not what you wanted. I would be careful with unknown repos, secrets, shell commands, and anything production-related. AI coding agents are powerful, but giving any tool terminal access means you need good permissions, review habits, and common sense.
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 Cline AI Coding Agent United States cline.bot/	Company Information Open WebUI United States openwebui.com
Alternatives JetBrains Junie JetBrains	Alternatives AG-UI
Bolt.new StackBlitz	assistant-ui
Amp Amp Code	Cherry Studio
Cursor	Xinity
Claude Code Anthropic View All	Macyou Macyou LLC View All
Categories Agentic AI Supported Agentic CLI Coding Tools Supported AI Code Generators Supported AI Code Refactoring Supported AI Coding Agents Supported AI Coding Assistants Supported Vibe Coding Supported	Categories AI Inference Supported AI Tools Supported

Integrations Dock Supported Markdown Supported Ollama Supported OpenAI Supported C# Supported Cursor Supported DeepSeek-V4-Flash Supported Devstral 2 Supported GLM-4.5V Supported Gemini 1.5 Pro Supported Kotlin Supported MiMo-V2-Pro Supported PHP Supported Qwen 4 Supported Qwen3.8-Omni-Flash Supported Ruby Supported Sliplane Not Supported ToolSDK.ai Supported VibeScan Supported Zero.xyz Supported Show More Integrations View All 118 Integrations	Integrations Dock Supported Markdown Supported Ollama Supported OpenAI Supported C# Not Supported Cursor Not Supported DeepSeek-V4-Flash Not Supported Devstral 2 Not Supported GLM-4.5V Not Supported Gemini 1.5 Pro Not Supported Kotlin Not Supported MiMo-V2-Pro Not Supported PHP Not Supported Qwen 4 Not Supported Qwen3.8-Omni-Flash Not Supported Ruby Not Supported Sliplane Supported ToolSDK.ai Not Supported VibeScan Not Supported Zero.xyz Not Supported Show More Integrations View All 9 Integrations
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