AutoGPT vs Gumloop
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose AutoGPT if you want open-source platform for building and running continuous ai agents (Supervised agent, freemium); choose Gumloop if you want no-code platform to build and run ai automation workflows (Supervised agent, freemium).
| AutoGPT | Gumloop | |
|---|---|---|
| What it is | Open-source platform for building and running continuous AI agents | No-code platform to build and run AI automation workflows |
| Type | platform | platform |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | freemium · Self-host free; hosted paid plans from ~$25/mo (reported) | freemium · Free (5,000 credits/mo); Pro from $37/mo |
| Best for | developers, smb | smb, mid-market, enterprise |
| Deployment | self-hosted, saas | saas |
| Modalities | text, api | text, api |
| Models | model-agnostic, gpt | gpt, claude, gemini, model-agnostic |
| Protocols | function-calling, rest-api | rest-api, function-calling |
| Integrations | GitHub, Google, Discord, Reddit | Google Sheets, Salesforce, HubSpot, Slack, Gmail, Notion |
| Capabilities | 4 documented | 3 documented |
AutoGPT
- +Fully open source and self-hostable with a single Docker Compose command
- +Visual block builder plus a marketplace of agent templates
- +One of the most recognized names in autonomous agents with a large community
- -Marketing around full autonomy outpaces what configured agents reliably do
- -The 2023 origins as an experimental autonomous loop set expectations it could not meet
Gumloop
- +Visual, node-based canvas makes complex multi-step automations buildable without code
- +First-class LLM steps (GPT, Claude, Gemini) plus 130+ integrations and batch processing
- +Flexible triggers: schedule, webhook, event, or bulk runs
- -Credit-based pricing rises fast once you add batch processing, AI calls, and many steps
- -Autonomy is only what the builder designs; flows run rules, they do not reason about goals on their own
Which should you choose?
AutoGPT is open-source platform for building and running continuous ai agents, best for developers, smb. Gumloop is no-code platform to build and run ai automation workflows, best for smb, mid-market, enterprise. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.