AutoGPTBuild your team of AI Experts for content, sales, research, and recurring work.
vs
GumloopBuild AI agents for work
Comparison · AI Agents · weekly run Nov 3
AutoGPT vs Gumloop
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Gumloop is the stronger AI pick in AI Agents: it has a visibility score of 4.9 versus 2.5 for AutoGPT, and ranks ahead in 100% of the answers that name both.
Choose AutoGPT if…
- AI answers describe it more positively (50% vs 33% positive)
- You need a self-hosted or on-premises option
- Pioneer of autonomous agents with an original open-source framework
- Free to run locally with open-ended goal execution
Choose Gumloop if…
- You want the brand AI engines rank higher (4.9 vs 2.5)
- You want a lower entry price ($37 vs $50)
- You need more native integrations (400+ vs 128+)
- You need SOC 2 Type II or GDPR coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AutoGPT | Gumloop |
|---|---|---|
| Visibility score | 2.5% | 4.9% |
| Change vs last week | New | New |
| Rank in AI Agents | #35 | #24 |
| Share of voice | 1.1% | 1.6% |
| Mentions this run | 6 | 10 |
| Positive in AI answers | 50% | 33% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AutoGPT 0pp · Gumloop 0pp over 0 weekly runs.
Engine by engine
Gumloop leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AutoGPTGumloop
Head to head in AI answers
2 engine answers name both brands
0AutoGPT ranked higher
2Gumloop ranked higher
| Prompt | Engine | AutoGPT | Gumloop |
|---|---|---|---|
| Best AI agent platform for startups | Perplexity | #11 | #5 |
| Where can I sign up for an AI agent platform? | AI Mode | #9 | #1 |
Features, pricing & fit
| Dimension | AutoGPT | Gumloop |
|---|---|---|
| Pricing model | Flat tiers | Flat tiers |
| Entry price | $50 / mo | $37 / mo |
| Free plan | No · 7-day trial | No · 14-day trial |
| Deployment | Cloud platform, or self-hosted from the open-source code | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. |
| Integrations | 128+ | 400+ |
| Compliance | — | SOC 2 Type II, GDPR |
| Support | Email, Priority support on the Max plan, Community and GitHub | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise |
| Founded | 2023 | 2023 |
| Headquarters | — | San Francisco, CA |
| Employees | 1–10 | 11–50 |
| Funding | Venture Round (led by Redpoint Ventures) · $12M raised | Series B · $70M raised |
| Best for | Individuals and teams that want AI Experts to take on content, sales, research and recurring operations work | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. |
Plans side by side
Pros and cons
Themes from the AI answers that mention each brand
AutoGPT
- Pioneer of autonomous agents with an original open-source framework
- Free to run locally with open-ended goal execution
- Managed cloud platform alongside self-hosted options
- Suited to advanced builders
Gumloop
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
- 14-day trial offered
- suggested as a starting option for teams without engineering capacity
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AutoGPT vs Gumloop”, https://slateindex.ai/compare/autogpt-vs-gumloop, data of Nov 3, 2026. Licence: CC BY 4.0.