AI Coding Agents Benchmark Index
Comprehensive guide to AI-powered development assistants and coding automation tools
Less than 1 minute(122 words)simple
Overview
This section provides comprehensive benchmarks and comparisons of AI-powered development assistants across different environments and use cases.
Available Benchmarks
Choose Your Coding Agent
Complete guide to selecting the right AI coding agent based on your workflow, including:
- Enterprise Solutions: GitHub Copilot Agent, Devin, Claude Code, Amazon Q Developer
- IDE-Integrated: Cursor, Windsurf, VS Code Agent Mode, Continue
- Open Source: OpenHands, Sweep AI, AutoCodeRover
- Browser-Based: Bolt.new, Lovable
Key Metrics
Our benchmarks evaluate coding agents across five dimensions:
- Autonomy - Independent operation capability
- Contextual Reasoning - Codebase understanding
- Refactoring - Code improvement abilities
- Integration - Workflow compatibility
- Extensibility - Customization options
Top Performers
- Cursor: 8.8/10 - Best IDE integration
- OpenHands: 8.0/10 - Best repository automation
- Windsurf: 7.8/10 - Best enterprise features
- GitHub Copilot Agent: 7.4/10 - Best GitHub integration
Next: Choose Your Coding Agent for detailed comparisons and decision framework.