# Gumloop


- Source: https://zarifautomates.com/tools/gumloop
- Category: ai tools
- Website: https://www.gumloop.com
- Rating: 4.6/5 (1 ratings)

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## Pros

- AI-native node architecture
- Generous AI credits with no BYO API key needed
- Parallel execution and sub-flows
- Pro plan dropped to $37/mo in 2025 simplification

## Cons

- Advanced AI calls (GPT-4.1, Claude) burn 20 credits each
- Less mature reliability and observability
- Smaller community and learning resources
- ~130 integrations vs Zapier's 8,000+