[ comparison ]
Gumloop vs Make
Gumloop
verified 8 oct 2026
[ score · 45 ]
freemium · from $37/month
·
Gumloop
founded 2023
Make
verified 8 oct 2026
[ score · 44 ]
freemium · from $0 (Free plan up to 1,000 credits/mo); Core from $12/mo
·
Make (part of Celonis)
founded 2015
| [ last verified ] | 8 oct 2026 | 8 oct 2026 |
|---|---|---|
| [ prompt management ] | ||
| Prompt Versioning | no | no |
| [ compliance & security ] | ||
| SOC 2 | Type II | Type II |
| ISO 27001 | no | [ yes ] |
| GDPR Tools | [ yes ] | [ yes ] |
| Audit Trail | [ yes ] | [ yes ] |
| Role-Based Access Control | [ yes ] | [ yes ] |
| SSO Support | SAML | SAML |
| [ ai engine coverage ] | ||
| Geographic Coverage | — | [ Global ] |
| Tracking Frequency | Real-time | Daily |
| Supported AI Models | [ ChatGPT ] [ Claude ] [ Gemini ] | [ ChatGPT ] [ Claude ] [ Gemini ] [ Perplexity ] |
| [ orchestration capabilities ] | ||
| Tool Calling | [ yes ] | [ yes ] |
| Provider Routing | [ yes ] | no |
| Stateful Execution | no | no |
| Multi-Agent Support | [ yes ] | [ yes ] |
| [ deployment & scalability ] | ||
| Serverless Support | no | no |
| Auto-Scaling | no | no |
| Multi-Tenancy | [ yes ] | [ yes ] |
| Deployment Model | Hosted Platform | Hosted Platform |
| [ observability & monitoring ] | ||
| Cost Tracking | [ yes ] | no |
| Tracing & Logging | [ yes ] | [ yes ] |
| Workflow Visualization | [ yes ] | [ yes ] |
| Performance Metrics | no | no |
| [ developer experience ] | ||
| Framework Integrations | — | — |
| Visual Builder | [ yes ] | [ yes ] |
| OpenAI Compatibility | [ yes ] | no |
| Open Source | no | no |
| SDK Languages | — | — |
| Pre-built UI Components | no | no |
| Admin Portal | [ yes ] | [ yes ] |