SWE-agent vs Devin

Detailed side-by-side comparison to help you choose the right tool

SWE-agent

🔴Developer

AI Development Assistants

Open-source autonomous coding agent from Princeton and Stanford researchers that resolves GitHub issues, detects cybersecurity vulnerabilities, and implements code changes using GPT-4o, Claude, or local LLMs — achieving state-of-the-art performance on SWE-bench benchmarks.

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Starting Price

Free

Devin

🟡Low Code

AI Development Assistants

AI software engineer that codes, fixes bugs, and ships features autonomously. Builds full applications end-to-end with minimal supervision.

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Starting Price

$500/mo

Feature Comparison

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FeatureSWE-agentDevin
CategoryAI Development AssistantsAI Development Assistants
Pricing Plans4 tiers4 tiers
Starting PriceFree$500/mo
Key Features
  • Autonomous GitHub issue resolution
  • Cybersecurity vulnerability detection
  • Multi-LLM support (GPT-4o, Claude, local models)

    SWE-agent - Pros & Cons

    Pros

    • Completely free and open-source with no usage restrictions
    • State-of-the-art performance on SWE-bench benchmarks
    • LLM-agnostic — works with OpenAI, Anthropic, or local models
    • Fully autonomous operation without human-in-the-loop requirements
    • Backed by peer-reviewed research from Princeton and Stanford
    • Simple YAML configuration for easy customization
    • Active development with regular feature updates
    • Mini-swe-agent offers ultra-lightweight deployment option
    • Multimodal support for processing visual bug reports
    • MCP integration extends capabilities with external tools

    Cons

    • Requires developer expertise for installation and configuration
    • LLM API costs can accumulate on complex repositories
    • No hosted/managed service — must self-deploy and maintain
    • Performance varies significantly based on chosen LLM backend
    • Limited IDE integration compared to commercial tools like Cursor or Copilot
    • Docker dependency adds infrastructure complexity

    Devin - Pros & Cons

    Pros

    • Truly autonomous coding agent (plans and executes independently)
    • Full development environment with browser and shell access
    • Can handle complex multi-file changes and architectural decisions
    • Integrates seamlessly with GitHub and Slack workflows
    • Learns from codebase context and maintains coding standards
    • Fair ACU-based pricing model (no idle time charges)
    • Parallel execution enables team-wide automation

    Cons

    • Expensive at $500/user/month minimum for serious usage
    • ACU-based pricing can escalate quickly on complex debugging tasks
    • Still requires human review for critical production code
    • No native MCP support limits ecosystem integration
    • Output quality varies significantly on novel architectural challenges
    • Learning curve for optimal task decomposition and ACU management

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    🔒 Security & Compliance Comparison

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    Security FeatureSWE-agentDevin
    SOC2✅ Yes
    GDPR
    HIPAA
    SSO✅ Yes
    Self-Hosted❌ No
    On-Prem❌ No
    RBAC✅ Yes
    Audit Log
    Open Source❌ No
    API Key Auth✅ Yes
    Encryption at Rest✅ Yes
    Encryption in Transit✅ Yes
    Data Residency
    Data Retention
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