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Gumloop is a hosted agent builder for business workflows, connectors, and browser automation. Its starting price is $37, and its published developer details are limited. The right replacement depends on what you need to change: n8n offers self-hosting and inspectable AI steps; Pipedream focuses on agents calling third-party APIs; Make and Zapier cover broad app automation. Starting prices are not like-for-like measures of production cost, so check quotas and billing against your workflow volume.
01Why people leave Gumloop
Need more developer visibility
Gumloop has limited published developer details. Compare API requirements, workflow inspection, and migration paths before moving production automations.
Want a lower listed entry price
Gumloop starts at $37. Make, IFTTT, and Zapier list lower starting prices, but their usage costs may not be comparable.
Building an app, not a workflow
One Reddit thread describes Gumloop as better suited to automations than full apps; app builders still need backend and hosting work.
02The alternatives, ranked by fit
- Self-hosted workflows
n8nn8nn8n is a strong fit if you need inspectable AI steps or want to self-host. It starts at $20 and lists a free plan, below Gumloop's $37 starting price, though those prices do not establish equivalent capacity. Check the API requirements, migration path, and license terms for your deployment before committing; plan to validate rebuilt workflows.
Trade-off: Self-hosting adds deployment and maintenance work.
7.4/10from
$20/mofree plan - API integrations
PipedreamPipedreamPipedream is a hosted integration layer for agents that call third-party APIs, with managed OAuth. That makes it worth considering when integrations and authorization are central to your design. Its listed starting price is $99 with a free plan, higher than Gumloop's $37, so validate quota behavior and production cost against your workload before migrating.
Trade-off: Its listed starting price is higher than Gumloop's.
7.4/10from
$99/mofree plan - Visual workflows
MakeMakeMake connects apps and AI models in hosted workflows and has visual workflow and agent builders. It lists a $9 starting price and a free plan, below Gumloop's $37 starting price. Those figures do not show what your volume will cost. Before moving flows, confirm the operational limits, API needs, and migration work for your integrations.
Trade-off: Hosted workflows may not meet self-hosting requirements.
7.1/10from
$9/mofree plan - Broad SaaS automation
ZapierZapierZapier suits teams automating across many SaaS apps and gives IT teams options for governing employee-built workflows. It lists a free plan and a $19.99 starting price, below Gumloop's $37. Its task-based costs can constrain teams, so estimate task volume and verify API and migration requirements before replacing existing automations.
Trade-off: Task-based costs can constrain high-volume workflows.
7.1/10from
$19.99/mofree plan - Microsoft workflows
Power AutomatePower AutomatePower Automate is a better match when workflows center on Microsoft 365, approvals, onboarding, or legacy UI automation with RPA. Its listed starting price is $15. Check licensing, limits, and migration paths before scaling; the starting price alone does not establish production cost or show whether your existing integrations can move without rework.
Trade-off: Best fit is Microsoft-centric automation.
7.0/10from
$15/mo - API and MCP workflows
MagicalMagicalMagical is worth evaluating if you need meeting follow-ups or workflows using API or MCP access. It lists a free plan and a $29 starting price, below Gumloop's $37. Confirm limits, export options, and integration details before adopting it; the listed starting price does not show what sustained production usage will cost.
Trade-off: Its listed use cases are more focused.
5.8/10from
$29/mofree plan
03Side by side
| Tool | Score | From | Free plan | Best for |
|---|---|---|---|---|
 Gumloop Gumloop (current) | 6.7 | $37/mo | No | Teams automating business workflows |
| n8n n8n | 7.4 | $20/mo | Yes | Teams orchestrating repeatable business workflows |
| Pipedream Pipedream | 7.4 | $99/mo | Yes | AI apps that need MCP tools |
| Make Make | 7.1 | $9/mo | Yes | Teams automating across many apps |
| Zapier Zapier | 7.1 | $19.99/mo | Yes | Teams connecting common business apps |
| Power Automate Power Automate | 7.0 | $15/mo | No | Microsoft 365 workflow automation |
| Magical Magical | 5.8 | $29/mo | Yes | Teams automating meeting follow-ups |
Questions people ask
Which Gumloop alternative is cheapest?
Among these picks, IFTTT lists the lowest starting price at $2.09 with a free plan, but it is aimed at simple app-to-app automations and smart-home connections. Make lists $9 with a free plan. Starting prices do not establish equivalent features or production costs, so compare your expected usage and required integrations.
Which Gumloop alternative can I self-host?
n8n's listing identifies self-hosting as an option and calls out inspectable AI steps. Check its license terms, deployment requirements, and API fit before adopting it. The other alternatives in this list are described as hosted tools or do not have self-hosting established in their listed details.
Which alternative is best for API-driven agents?
Pipedream is described as a hosted integration layer for agents calling third-party APIs, with managed OAuth. Magical is another candidate when API or MCP workflows fit the use case. Compare the exact API requirements, quotas, and production costs with the vendors before moving workflows from Gumloop.