GPT Pilot vs SWE-agent
A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.
| Feature | GPT Pilot | SWE-agent |
|---|---|---|
| Deploy effort | Read-the-docs project | Under-an-hour setup |
| Health score | 90 · Excellent | 84 · Excellent |
| Category | Self-Hosted AI | Self-Hosted AI |
| License | MIT | MIT |
| Language | Python | Python |
| Setup difficulty | Medium | Medium |
| Min. RAM | 1,024 MB | 2,048 MB |
| Deployment | source | docker, source |
| GitHub stars | ★ 33,665 | ★ 20,391 |
| First released | 2023 | 2024 |
| Replaces | Devin | Devin |
What are GPT Pilot and SWE-agent?
GPT Pilot
GPT Pilot is an AI-powered development tool that builds applications step by step while asking the developer for input at key decisions. It scaffolds projects, writes code, and debugs iteratively against an LLM backend.
- Step-by-step app generation
- Human review checkpoints
- Iterative debugging loop
- Works with multiple LLMs
SWE-agent
SWE-agent lets a language model autonomously navigate a repository, edit files, and run tests to fix bugs or implement features. It is widely used as a research baseline for automated software engineering benchmarks.
- Autonomous repository navigation
- Custom agent-computer interface
- Reproducible benchmark runs
- Configurable LLM backends
GPT Pilot vs SWE-agent: key differences
Both projects are written in Python. GPT Pilot is the lighter option, starting around 1,024 MB of RAM against 2,048 MB for SWE-agent. SWE-agent lists first-class Docker deployment; GPT Pilot does not.
Why pick each one
Choose GPT Pilot if…
- Human-in-the-loop workflow
- Scaffolds full projects
- Iterative debugging built in
Watch out for
- High token usage
- Struggles with large codebases
Choose SWE-agent if…
- Strong benchmark results
- Automated issue fixing
- Configurable agent scaffolding
Watch out for
- API costs add up
- Research focus over polish
Frequently asked questions
Is GPT Pilot or SWE-agent better?
Neither is universally better. GPT Pilot has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are GPT Pilot and SWE-agent free and open-source?
Yes. GPT Pilot is licensed under MIT and SWE-agent under MIT. Both can be self-hosted at no software cost.
Can I run GPT Pilot and SWE-agent with Docker?
GPT Pilot: check the project docs for container support. SWE-agent: yes.
Which is lighter on resources, GPT Pilot or SWE-agent?
GPT Pilot has the smaller minimum footprint at 1,024 MB of RAM, compared to about 2,048 MB for SWE-agent. Real-world usage depends on library size, user count, and enabled features.