Plus de 7 000 intégrations d'applications et une couche d'agents IA — votre Stack d'automatisation existant, désormais doté de capacités de planification.
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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.
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Visual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.
Tool useMemoryMulti-agent
Gumloop vs Make.com Agents — specs
| Spec | Gumloop | Make.com Agents |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 85 / 100 (S) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $99 | Freemium · from $9 |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Tool use, Memory, Multi-agent |
| Integrations | 6 apps | 8 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Feb 2025 |
Agent Rank breakdown
Gumloop
Agent Rank
75/ 100
- Autonomie
- 8
- Capacités
- 8
- Intégrations
- 10
- Tarification
- 6
- Maturité
- 7
- Vérifiabilité
- 6
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Make.com Agents
Agent Rank
85/ 100
- Autonomie
- 8
- Capacités
- 6
- Intégrations
- 10
- Tarification
- 8
- Maturité
- 9
- Vérifiabilité
- 10
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Pros & cons
Gumloop
Pour
- +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)
Contre
- −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
Pour
- +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
Contre
- −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
Gratuit
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommandé
Pro
$99/mois
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/mois
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Sur mesure
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Make.com Agents
Free
Gratuit
Trial
- +1,000 operations/mo
- +No agent features
- +2 active scenarios
Recommandé
Core
$9/mois
Solo / small teams
- +10,000 ops/mo
- +AI agent nodes
- +Webhooks + schedules
Pro
$16/mois
Heavy users
- +10,000 ops base + add-ons
- +Priority queue
- +Custom variables
Teams
$29/siège/mois
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.
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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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