OpenHands vs SWE-agent

Side-by-side comparison of two AI agent tools

🙌 OpenHands: AI-Driven Development

SWE-agentopen-source

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

Metrics

OpenHandsSWE-agent
Stars89.6k20.4k
Star velocity /mo3.2k254.1176470588235
Commits (90d)6636
Releases (6m)100
Overall score0.9278248253274560.519501027742357

Pros

  • +Multiple interface options (SDK, CLI, GUI) allowing developers to choose the best fit for their workflow and technical expertise
  • +Highly scalable architecture that supports both local development and cloud deployment of thousands of agents simultaneously
  • +Strong performance with 77.6 SWEBench score and active community support with nearly 70,000 GitHub stars
  • +在SWE-bench基准测试中达到开源项目的最先进性能水平
  • +支持多种主流大语言模型(GPT-4o、Claude Sonnet 4等),配置灵活
  • +专为研究设计,架构简单且文档完善,易于定制和扩展

Cons

  • -Complex setup process with multiple components and repositories that may overwhelm new users
  • -Limited documentation clarity with information scattered across different repositories and interfaces
  • -Requires significant technical knowledge to effectively configure and customize agents for specific development needs
  • -开发重心已转移到mini-swe-agent项目,原项目维护可能受到影响
  • -主要面向研究用途,生产环境的稳定性和可靠性可能不如商业解决方案

Use Cases

  • •Automating repetitive coding tasks and software development workflows across large development teams
  • •Building custom AI development assistants tailored to specific project requirements and coding standards
  • •Scaling AI-assisted development operations from individual developers to enterprise-level cloud deployments
  • •自动修复GitHub仓库中的代码问题和bug
  • •网络安全领域的漏洞发现和渗透测试
  • •竞赛编程和算法挑战的自动化解决