Windmill vs Gumloop
A detailed comparison to help you choose between Windmill and Gumloop.
Windmill Open-source workflow automation for developers | Gumloop Build AI agents with no-code workflows and API integrations | |
|---|---|---|
| Rating | 3.9 (550 reviews) | 4.9 (481 reviews) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Engineering teams building internal tools and data pipelines with code | Business teams seeking to automate multi-step API workflows and create simple AI agents without engineering resources. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | open sourcefree tierapi access | no codefree tier |
| Visit Windmill → | Visit Gumloop → |
Windmill
Pros
- + Fully open-source
- + Self-hostable
- + Code-first with UI wrapper
Cons
- - Developer-focused — not no-code
- - Setup required
Gumloop
Pros
- + Connect multiple APIs within a single workflow without code
- + Trigger agents via webhooks, schedules, or manual invocation
- + Build conditional logic and loops visually
- + Monitor agent execution and debug workflows easily
Cons
- - Limited agent memory and context persistence across runs
- - Pricing scales with API calls and execution time
- - Smaller ecosystem compared to major automation platforms
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