STACKQUADRANT
15 tools
Tool Overall ?Weighted average of all dimension scores. Higher is better (0-10 scale).Code Generation ?Quality and accuracy of generated code, including correctness, completeness, and adherence to best practices.Weight: 100%Context Understanding ?Ability to comprehend project structure, dependencies, and codebase-wide context for accurate assistance.Weight: 100%Developer Experience ?Ease of use, IDE integration quality, onboarding speed, and workflow friction reduction.Weight: 100%Multi-file Editing ?Capability to make coordinated changes across multiple files while maintaining consistency.Weight: 90%Debugging & Fixing ?Effectiveness at identifying bugs, suggesting fixes, and resolving errors in existing code.Weight: 90%Ecosystem Integration ?Support for various languages, frameworks, package managers, and development tools.Weight: 80%
Claude CodeAI Coding AgentFeb 2026
9.2
9.5
9.4
8.8
9.6
9.2
8.7
CursorAI Code EditorFeb 2026
8.8
9.0
8.8
9.2
8.9
8.4
8.5
GitHub CopilotAI Code AssistantFeb 2026
8.1
8.3
7.8
8.8
7.5
8.0
8.9
WindsurfAI Code EditorFeb 2026
8.0
8.2
8.0
8.4
8.0
7.6
7.8
AiderAI Coding AgentFeb 2026
7.9
8.5
7.8
7.2
8.6
7.8
7.5
ClineAI Coding AgentFeb 2026
7.7
8.0
7.6
7.8
7.9
7.5
7.4
DevinAI Coding AgentFeb 2026
7.6
8.0
7.8
7.0
8.2
7.8
7.0
Sourcegraph CodyAI Code AssistantFeb 2026
7.5
7.8
8.5
7.4
7.0
7.2
7.1
Amazon Q DeveloperAI Code AssistantFeb 2026
7.4
7.5
7.2
7.6
7.0
7.6
7.5
Augment CodeAI Code AssistantFeb 2026
7.3
7.5
8.0
7.2
7.0
7.0
7.2
Copilot WorkspaceAI Code EditorFeb 2026
7.3
7.6
7.4
7.5
7.6
7.0
7.0
Replit AgentAI Coding AgentFeb 2026
7.2
7.5
7.0
7.8
7.2
6.8
6.9
ContinueAI Code AssistantFeb 2026
7.1
7.4
7.0
7.5
6.8
6.8
7.8
Codium / QodoAI Testing ToolFeb 2026
7.0
7.0
7.2
7.0
6.5
7.4
6.9
TabnineAI Code AssistantFeb 2026
6.8
6.8
6.5
7.2
5.8
6.2
7.5