Cline vs Roo Code
Agent-Assisted
An AI-powered VS Code extension that acts as an autonomous coding agent capable of reading files, executing commands, and making changes to implement tasks across your entire codebase.
Agent-Assisted
An AI-powered development team integrated into your editor that provides multi-step agentic coding, project-wide context understanding, and code generation capabilities.
Summary
- Cline and Roo Code both score 3.8/5 on the Dark Factory Score.
- The widest gap is Integration: Cline 4.0, Roo Code 3.8.
- Cline scores higher on integration and self-correction.
- They score the same on autonomy, code quality and project complexity.
- Cline is listed as open source and Roo Code as freemium.
- Both are listed under IDE Extensions, Full-Stack Agents and Code Generation.
Dimension by dimension
| Dimension | Weight | Cline | Roo Code |
|---|---|---|---|
| Autonomy | 28% | 4.2 | 4.2 |
| Code Quality | 20% | 3.5 | 3.5 |
| Integration | 17% | 4.0 | 3.8 |
| Self-Correction | 15% | 3.8 | 3.7 |
| Project Complexity | 20% | 3.6 | 3.6 |
| Dark Factory Score | 3.8 | 3.8 |
Why Cline scores 3.8
Cline demonstrates strong autonomy capabilities as a VS Code extension that can read files, execute commands, and make changes across entire codebases without constant human intervention. Its ability to understand context and implement multi-step tasks autonomously is impressive, though it may still require guidance for highly complex scenarios. The tool's integration with VS Code provides excellent file system access and command execution capabilities, with good support for Git operations and development workflows, though advanced CI/CD integration may require additional setup.
Scored by Claude AI — last evaluated February 27, 2026
Why Roo Code scores 3.8
Roo Code demonstrates strong autonomy capabilities as an 'AI dev team' that provides multi-step agentic coding with project-wide context understanding. The tool appears designed for independent task execution across multiple files and components, positioning itself as more than a simple code completion tool. However, without detailed documentation or demos visible from the website content, the full extent of its autonomous capabilities remains somewhat unclear, leading to a solid but not perfect autonomy score.
Scored by Claude AI — last evaluated February 27, 2026
More comparisons
Generated from Dark Factory Score data. How the score works. Comparing three or more tools at once is part of Pro.