Devin
AI Coding AgentsubscriptionCognition's autonomous AI software engineer. Handles full development workflows including planning, coding, testing, and debugging.
7.6/10
Capability Profile
Code GenerationQuality and accuracy of generated code, including correctness, completeness, and adherence to best practices.
Context UnderstandingAbility to comprehend project structure, dependencies, and codebase-wide context for accurate assistance.
Developer ExperienceEase of use, IDE integration quality, onboarding speed, and workflow friction reduction.
Multi-file EditingCapability to make coordinated changes across multiple files while maintaining consistency.
Debugging & FixingEffectiveness at identifying bugs, suggesting fixes, and resolving errors in existing code.
Ecosystem IntegrationSupport for various languages, frameworks, package managers, and development tools.
Pricing & Licensing
Pricing
$500/mo per seat (Enterprise)
License
Proprietary
Community
Developers
10K+ users
Benchmark Results
Multi-file Refactoring Challenge
Time: 12
Completion: 90
Code Quality: 8.2
Tests Passing: 44
Bug Detection & Fix Rate
Time: 18
Bugs Fixed: 9
Bugs Found: 10
False Positives: 2
Greenfield App Scaffold
Code Quality: 8
Test Coverage: 68
Runs First Try: 0
Features Complete: 90
Dimension Scores
8-105-7.9<5
How we score →Code GenerationQuality and accuracy of generated code, including correctness, completeness, and adherence to best practices.Weight: 100%8.0
Strong code generation with autonomous planning. Can implement complex features end-to-end.
Context UnderstandingAbility to comprehend project structure, dependencies, and codebase-wide context for accurate assistance.Weight: 100%7.8
Explores codebases autonomously. Uses browser and terminal for research. Good at understanding requirements.
Developer ExperienceEase of use, IDE integration quality, onboarding speed, and workflow friction reduction.Weight: 100%7.0
Asynchronous workflow. Less interactive than IDE tools. Good for fire-and-forget tasks.
Multi-file EditingCapability to make coordinated changes across multiple files while maintaining consistency.Weight: 90%8.2
Handles multi-file changes autonomously. Plans before executing. Git PR workflow.
Debugging & FixingEffectiveness at identifying bugs, suggesting fixes, and resolving errors in existing code.Weight: 90%7.8
Can reproduce issues, trace bugs, and implement fixes. Uses terminal and browser for debugging.
Ecosystem IntegrationSupport for various languages, frameworks, package managers, and development tools.Weight: 80%7.0
Works with standard dev tools. Slack integration. Limited IDE integration (cloud-based).
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