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Gumloop vs Make.com Agentswhich AI ops agent should you pick in 2026?

Visual no-code platform for building always-on agent workflows.

⚙️OpsSemi-autonomousFreemium · from $99
Tool useMemoryMulti-agentBrowser

Visual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.

⚙️OpsSemi-autonomousFreemium · from $9
Tool useMemoryMulti-agent

Gumloop vs Make.com Agents — specs

SpecGumloopMake.com Agents
Agent Rank75 / 100 (A)85 / 100 (S)
AutonomySemi-autonomousSemi-autonomous
PricingFreemium · from $99Freemium · from $9
Open sourceNoNo
CapabilitiesTool use, Memory, Multi-agent, BrowserTool use, Memory, Multi-agent
Integrations6 apps8 apps
VerifiedVerified
ReleasedFeb 2025Feb 2025

Categories: GumloopOps · Make.com AgentsOps

Agent Rank breakdown

Gumloop
Agent Rank
75/ 100
AA-tier
自律性
8
機能
8
連携
10
料金
6
完成度
7
検証性
6

自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?

Make.com Agents
Agent Rank
85/ 100
SS-tier
自律性
8
機能
6
連携
10
料金
8
完成度
9
検証性
10

自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?

Pros & cons

Gumloop
メリット
  • +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
  • +Visual canvas + 80+ integrations — fastest no-code agent builder out there
  • +Strong template community (browse + remix prebuilt agent workflows)
デメリット
  • Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
  • Less programmable than Zapier/Make for power users wanting custom code
  • Newer (2024 launch) — fewer enterprise case studies than n8n
Make.com Agents
メリット
  • +Visual scenario builder is the most accessible automation tool besides Zapier
  • +Cheapest AI-agent automation tier on the market ($9)
  • +Strong on multi-step branching scenarios where Zapier feels limiting
デメリット
  • Operations math is opaque at first — every step costs ops
  • Smaller AI feature set than Lindy / Relay built-from-scratch agent platforms
  • European data residency only on paid tiers

Pricing

Gumloop
Free
無料
Individuals
  • +1000 credits/mo
  • +Public templates
  • +Community support
おすすめ
Pro
$99/
Solo + Small teams
  • +25K credits/mo
  • +All integrations
  • +API access
Team
$299/
Teams 5+
  • +Unlimited workspaces
  • +Shared agents
  • +Priority support
Enterprise
カスタム
Large orgs
  • +Custom credits
  • +SSO
  • +Dedicated CS
Make.com Agents
Free
無料
Trial
  • +1,000 operations/mo
  • +No agent features
  • +2 active scenarios
おすすめ
Core
$9/
Solo / small teams
  • +10,000 ops/mo
  • +AI agent nodes
  • +Webhooks + schedules
Pro
$16/
Heavy users
  • +10,000 ops base + add-ons
  • +Priority queue
  • +Custom variables
Teams
$29/席/月
Teams
  • +Shared scenarios
  • +Roles + admin
  • +Higher ops base

Which one should you pick?

Gumloop

Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need.

Try Gumloop →
Make.com Agents

Pick Make.com Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.

Try Make.com Agents →

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Frequently asked

Should I pick Gumloop or Make.com Agents in 2026?+

Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need. Pick Make.com Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Gumloop for primary work and Make.com Agents for the workflows where its specific strengths matter.

What's the price difference between Gumloop and Make.com Agents?+

Gumloop starts at Freemium · from $99; Make.com Agents starts at Freemium · from $9. Make.com Agents is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.

Which is more autonomous, Gumloop or Make.com Agents?+

Both Gumloop and Make.com Agents are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.

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Want the real monthly cost at your volume? Run the TCO calculator →
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Gumloop vs Make.com Agents (2026): which AI ops agent wins? · AI Agent Rank