Softwr

AI · head to head

Gumloop vs Make

Gumloop logo

Gumloop

AI

AI infrastructure platform for building and deploying autonomous agents

From
Free
Rated
-
Full reviewWebsite
Make logo

Make

Remote Work

The platform for the new way of working

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps; Make free tier limited to 1,000 credits per month
  • They diverge on capability: Gumloop covers No-code agent builder, Make covers Visual workflow builder.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Gumloop and Make actually diverge.

Attributes where Gumloop and Make differ
AttributeGumloopMake
Pricing modelTiered subscription with usage creditsfreemium
PlatformsWeb, Slack, Microsoft Teams, GmailWeb
CategoryAIRemote Work
FoundedUnknown2013

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Gumloop

  • No-code agent builder
  • 300+ app integrations
  • Company Brain
  • Self-improving agents
  • Multi-channel deployment
  • Role-based access
  • Budget controls
  • Audit logging

Only in Make

  • Visual workflow builder
  • Webhooks
  • API connectors
  • Conditional logic
  • Data transformation
  • Error handling
  • Scheduling
  • Team collaboration

What people use each for

The jobs each tool is most often brought in to do.

Gumloop

  • CRM management and sales pipeline analysisnot Make
  • Lead qualification and sales outreach automationnot Make
  • Meeting preparation and call analysisnot Make
  • Data analysis and automated reportingnot Make
  • Content creation and knowledge base updatesnot Make

Make

  • Automating integrations between 3,000+ pre-built applicationsnot Gumloop
  • Building AI agents and workflow automation without extensive codingnot Gumloop
  • Enterprise automation with GDPR, SOC 2 Type II compliancenot Gumloop
  • Rapid deployment of automations from concept to livenot Gumloop

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Gumloop

  • Pro plan at $37/month may be limiting for enterprises considering spending caps
  • Requires enterprise plan for advanced security controls needed by large organizations
  • No permanent free tier beyond 14-day trial
  • Company Brain integration depends on having all tools connected

Make

  • Free tier limited to 1,000 credits per month
  • Free tier restricted to 2 active scenarios maximum
  • Free tier enforces 15-minute minimum scheduling interval
  • Credit-based model means costs scale with usage volume, not just features

Pricing, plan by plan

Gumloop

Free
  • Free TrialFree
    • 14-day free trial of Pro plan
  • Enterprise$undefined/custom
    • Custom credit allocation
    • 35+ models plus custom proxy
    • Org-wide security controls

Make

Free

No published plan breakdown. See the Make review.

Which should you pick?

Choose Gumloop if

  • You need no-code agent builder.
  • You want to start without paying.
  • You work on Web, Slack, Microsoft Teams, Gmail.
  • You also want 300+ app integrations.
Gumloop review

Choose Make if

  • You need visual workflow builder.
  • You want to start without paying.
  • You also want webhooks.
Make review

Questions people ask

Is Gumloop or Make better?
Neither clearly leads. Gumloop starts at Free and Make at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Gumloop or Make?
Gumloop starts at Free and Make at Free.
Does Gumloop or Make run on more platforms?
Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Make runs on Web.
Can I use Gumloop for free?
Both have a free tier, so you can try either at no cost before committing.
What is Gumloop best used for?
Gumloop is most often used for crm management and sales pipeline analysis, lead qualification and sales outreach automation, meeting preparation and call analysis, data analysis and automated reporting. Of those, crm management and sales pipeline analysis and lead qualification and sales outreach automation are not what Make is typically brought in for.
What can Gumloop do that Make cannot?
Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Make covers Visual workflow builder, Webhooks, API connectors, Conditional logic.

Answered from the vendors’ own pages

Gumloop: Can non-technical users build agents with Gumloop?

Yes, Gumloop is designed for domain experts without programming skills. The no-code interface enables anyone who understands a task to automate it without coding.

Source
Make: How is Make priced and does the free plan expire?

Make offers a free plan with 1,000 credits per month at no cost and no time limit. The free plan includes the no-code workflow builder, access to 3,000+ apps, and customer support. Paid tiers (Core, Pro, Teams) are $9-$29/month with 10,000+ credits included.

Source
Gumloop: How many applications can Gumloop integrate with?

Gumloop integrates with 300+ business tools including Salesforce, HubSpot, Slack, Gmail, GitHub, Jira, and others. The Company Brain feature unifies data from all connected applications.

Source
Make: What happens if I exceed my monthly credits?

Extra credits beyond the monthly allowance can be purchased in bundles of 1,000 or 10,000. Auto-purchasing is available for Core, Pro, and Teams plans to automatically buy additional credits when needed.

Source
Gumloop: What security features does Enterprise include?

Enterprise plans offer SCIM and SAML support, SOC 2 Type II compliance, custom MCP server hosting, advanced admin features, audit logging, and VPC deployments for data isolation.

Source
Make: Can I save money by switching to annual billing?

Yes, annual plans offer 15% or more savings compared to monthly billing. Monthly subscriptions continue until the end of the billing month, while annual plans run for 12 months.

Source
Make: What happens to unused credits if I cancel?

Unused monthly credits expire at the end of each billing cycle. With annual subscriptions on Pro and Teams plans, credits are maintained for the full 12-month term. Users can cancel at any time and the organization converts to the free plan after the current billing cycle ends.

Source
Make: How many active scenarios can I create on the free plan versus paid plans?

The free plan is limited to 2 active scenarios and has a 15-minute minimum interval between runs. Paid plans (Core and above) offer unlimited active scenarios with the ability to schedule runs down to the minute.

Source
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