Autopilot vs goose
Side-by-side comparison of two AI agent tools
Short answer
- Autopilot has had no commit in 33 months; goose is actively maintained (805 commits in the last 90 days).
- goose is growing faster: +3,352 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 goose for: an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test.
From GitHub data refreshed daily.
Autopilotfree
Code Autopilot, a tool that uses GPT to read a codebase, create context and solve tasks.
gooseopen-source
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Metrics
| Autopilot | goose | |
|---|---|---|
| Stars | 608 | 54.9k |
| Star velocity /mo | -1.4210526315789471 | 3.4k |
| Commits (90d) | 0 | 805 |
| Releases (6m) | 0 | 10 |
| Overall score | 0.11541599500922796 | 0.8821825173304099 |
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
- +支持任何LLM模型且可多模型配置，灵活性极高
- +能够自主完成端到端开发任务，不仅仅是代码建议
- +开源架构支持自定义扩展和MCP服务器集成
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
- -需要本地安装和配置，对新手用户可能有一定门槛
- -作为自主代理执行任务时可能需要用户监督和验证结果
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
- •从零开始构建完整项目原型，包括代码编写和测试
- •对现有代码库进行重构和优化改进
- •管理复杂的工程流水线和自动化开发工作流
FAQ
- Which is more popular, Autopilot or goose?
- goose has more GitHub stars (54,890 vs 608).
- Which is more actively developed, Autopilot or goose?
- goose had more commits in the last 90 days (805 vs 0).
- Should I use Autopilot or goose?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.