What each tool does
AutoGPT, a well-known open-source agent project, now runs a platform for hiring AI agents. AutoPilot lets you describe a job in chat and it learns your process. It also has a no-code agent builder, a dashboard and a marketplace of agents. Getting started is free.
Gumloop is a multiplayer AI agent builder for companies. Anyone can build, share and improve agents, choose any AI model and connect a wide range of integrations, while IT controls access. Example agents cover sales, support, data, meetings and CRM work.
Key differences
- Audience: AutoGPT works well for individuals and small teams. Gumloop is designed for organisations with multiple teams.
- Collaboration: Gumloop is built as a shared, multiplayer workspace. AutoGPT is more centred on individual users hiring agents.
- Control: Gumloop highlights IT access controls and model choice, which matter to companies.
- Ready-made agents: AutoGPT has an agent marketplace; Gumloop offers example agents for business functions like sales and CRM.
- Pricing: AutoGPT is listed as free to start; Gumloop is freemium. Check each pricing page for current plans.
Which should you choose?
Choose AutoGPT if you are a student, freelancer or solo creator who wants to automate research, content or outreach without writing code, and without paying upfront.
Choose Gumloop if you run a business where sales, support or data teams want to build their own agents and share them, while IT keeps permissions in check.
Can you use both?
Possibly, but they overlap. An individual could use AutoGPT for personal tasks while their company uses Gumloop for team agents. For a single team, test both free options with the same task and keep the one that fits.
