Cline vs. Soft-Machine Comparison


Cline Cline AI Coding Agent	Soft-Machine	+	+
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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 Soft-Machine is an AI-native development environment designed to help users build, deploy, and operate autonomous software systems through natural language and agent-based workflows. It provides a unified interface where users can describe applications, workflows, or tasks, and the system translates those instructions into working software by orchestrating AI agents that handle coding, infrastructure, and execution. It focuses on reducing the gap between idea and implementation by abstracting traditional development complexity, enabling agents to generate code, manage dependencies, configure environments, and iterate on applications without requiring manual setup. It emphasizes continuous interaction between humans and AI, where users can refine outputs conversationally while the system maintains context and adapts behavior over time.
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 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
Audience Developers interested in an AI coding agent right inside their IDE.	Audience Developers, builders, and technical teams looking for a tool to create and run applications using AI agents and natural language instead of traditional coding workflows
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 Not 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 Free Free Version 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 Soft-Machine United States soft-machine.io
Alternatives JetBrains Junie JetBrains	Alternatives GitHub Copilot GitHub
Bolt.new StackBlitz	Cosine
Amp Amp Code	Kilo Code
Cursor	happycapy
Claude Code Anthropic View All	Google Antigravity Google 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 Coding Assistants Supported

Integrations CSS Supported Claude Supported DeepSeek-V4 Supported DeepSeek-V4-Pro Supported Devin Desktop Supported Dock Supported GLM-4.5V-Flash Supported GLM-4.7 Supported Gemini Enterprise Supported Gemini Enterprise Agent Platform Notebooks Supported Go Supported HTML Supported IntelliJ IDEA Supported Java Supported Kunavo Supported Laguna S 2.1 Supported MiniMax M3 Supported Qwen3.8-Max Supported ToolSDK.ai Supported WebStorm Supported Show More Integrations View All 119 Integrations	Integrations CSS Not Supported Claude Not Supported DeepSeek-V4 Not Supported DeepSeek-V4-Pro Not Supported Devin Desktop Not Supported Dock Not Supported GLM-4.5V-Flash Not Supported GLM-4.7 Not Supported Gemini Enterprise Not Supported Gemini Enterprise Agent Platform Notebooks Not Supported Go Not Supported HTML Not Supported IntelliJ IDEA Not Supported Java Not Supported Kunavo Not Supported Laguna S 2.1 Not Supported MiniMax M3 Not Supported Qwen3.8-Max Not Supported ToolSDK.ai Not Supported WebStorm Not Supported Show More Integrations
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