Autopilot vs Sweep

Side-by-side comparison of two AI agent tools

Short answer

  • Sweep is growing faster: +4 GitHub stars in the last 30 days vs +-1 for Autopilot.
  • Pick Autopilot for: code Autopilot, a tool that uses GPT to read a codebase, create context and solve tasks. Pick Sweep for: sweep: AI coding assistant for JetBrains.

From GitHub data refreshed daily.

Code Autopilot, a tool that uses GPT to read a codebase, create context and solve tasks.

Sweepfree

Sweep: AI coding assistant for JetBrains

Metrics

AutopilotSweep
Stars6087.7k
Star velocity /mo-1.42105263157894713.9473684210526314
Commits (90d)00
Releases (6m)00
Downloads (30d, npm + PyPI)—83
Overall score0.115415995009227960.17515183025230666

Pros

  • +Intelligent codebase preprocessing with metadata database for contextual file selection and task execution
  • +Parallel processing capabilities for faster execution and comprehensive multi-file code changes
  • +Interactive mode with full process logging, retry options, and transparent tracking of AI interactions
  • +深度集成JetBrains IDE生态系统,无缝融入开发者熟悉的工作环境
  • +开源项目且拥有活跃社区支持,GitHub上7684星标显示良好的用户认可度
  • +通过官方JetBrains插件市场分发,安装和更新过程简便可靠

Cons

  • -Cannot start new files from scratch or delete existing files, limiting greenfield development use cases
  • -No support for installing new third-party libraries or testing and self-fixing generated code
  • -Cannot cascade updates to related files like tests or handle complex dependency management
  • -仅限于JetBrains系列IDE,不支持其他编辑器如VS Code或Vim
  • -README信息较少,具体功能特性和使用方式需要进一步探索
  • -作为AI编码助手可能需要网络连接和相应的API配置

Use Cases

  • •Updating multiple existing files when implementing feature requests or refactoring business logic across a codebase
  • •Modifying specific functions or components referenced by name without needing to specify exact file locations
  • •Automating GitHub issue resolution through the integrated app for repository maintenance and development workflows
  • •在IntelliJ IDEA中进行Java/Kotlin项目开发时获得AI代码建议和自动补全
  • •在PyCharm中编写Python代码时利用AI助手进行代码优化和错误检测
  • •在WebStorm中开发前端项目时通过AI辅助提升JavaScript/TypeScript代码质量

FAQ

Which is more popular, Autopilot or Sweep?
Sweep has more GitHub stars (7,709 vs 608).
Which is more actively developed, Autopilot or Sweep?
Autopilot had more commits in the last 90 days (0 vs 0).
Should I use Autopilot or Sweep?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.