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.
This comparison is generated from the sourced AutoGPT and Gumloop profiles. Open either profile to review its evidence and last-reviewed date.