Curated By Experts

Free Forever

Find in 30 Seconds

Updated Daily

Gumloop vs Make - Comparison | AI Deck

Gumloop vs Make

Side-by-side comparison — features, pricing, pros and cons

Gumloop

Freemium

4.3

Gumloop is a visual automation platform for building AI-powered workflows without code. Drag and drop nodes to create automations that connect AI models, APIs, and data sources - perfect for complex processes that need AI reasoning.

Category:Workflow Automation

Features

Visual workflow builder
AI model integration
Custom logic nodes
API connections
Data transformation
+3 more

Pros

Visual AI workflows
Good for complex logic
Multiple AI models
Clean interface
Flexible automation

Cons

Learning curve
Newer platform
Pricing unclear
Limited integrations

Make

Freemium

4.1

Visual automation platform (formerly Integromat) known for a scenario builder that makes data transformation and routing logic easier to visualize than Zapier's linear flow model. At $9-16/mo for 10,000-40,000 operations, it sits between free tools and enterprise platforms. Strong for teams doing complex multi-branch data processing without writing code.

Category:Workflow Automation

Features

Visual scenario builder with non-linear, branching workflow visualization
2,000+ app integrations including HTTP/REST and webhooks for custom APIs
Advanced router modules for conditional branching and data filtering
Data store: built-in lightweight database for state persistence between scenarios
JSON/XML parsing and transformation with no-code tools
+3 more

Pros

Non-linear visual builder is significantly clearer than Zapier for workflows with multiple branches and conditions
Operations-based pricing means 1 automation with 5 steps costs 5 ops — often cheaper than per-task Zapier pricing
Data Store allows state to persist between runs without an external database for simple key-value use cases
Free tier includes 1,000 operations/month — enough for testing before committing to a paid plan

Cons

AI node support is limited compared to n8n — building LLM pipelines requires more manual HTTP module work
Scenario builder becomes visually complex (hard to read) on workflows with 30+ modules
Free tier requires manual scenario activation — paid plan required for scheduled automatic runs
No self-hosting option — all data flows through Make's cloud infrastructure
Cost scales linearly with operation count, not workflow count; high-frequency scenarios become expensive at $9/mo base

Tool	GumloopView details →	MakeView details →
Pricing	Freemium	Freemium
Rating	4.3	4.1
Category	Workflow Automation	Workflow Automation
Description	Gumloop is a visual automation platform for building AI-powered workflows without code. Drag and drop nodes to create automations that connect AI models, APIs, and data sources - perfect for complex processes that need AI reasoning.	Visual automation platform (formerly Integromat) known for a scenario builder that makes data transformation and routing logic easier to visualize than Zapier's linear flow model. At $9-16/mo for 10,000-40,000 operations, it sits between free tools and enterprise platforms. Strong for teams doing complex multi-branch data processing without writing code.
Features
Visual workflow builder
AI model integration
Custom logic nodes
API connections
Data transformation
Scheduling
Team collaboration
Templates library
Visual scenario builder with non-linear, branching workflow visualization
2,000+ app integrations including HTTP/REST and webhooks for custom APIs
Advanced router modules for conditional branching and data filtering
Data store: built-in lightweight database for state persistence between scenarios
JSON/XML parsing and transformation with no-code tools
Scenario scheduling: minute-level granularity on triggers
Error handling routes for automatic retry and failure notification
Team features: shared scenarios, scenario logs, version history
Pros
	Visual AI workflows Good for complex logic Multiple AI models Clean interface Flexible automation	Non-linear visual builder is significantly clearer than Zapier for workflows with multiple branches and conditions Operations-based pricing means 1 automation with 5 steps costs 5 ops — often cheaper than per-task Zapier pricing Data Store allows state to persist between runs without an external database for simple key-value use cases Free tier includes 1,000 operations/month — enough for testing before committing to a paid plan
Cons
	Learning curve Newer platform Pricing unclear Limited integrations	AI node support is limited compared to n8n — building LLM pipelines requires more manual HTTP module work Scenario builder becomes visually complex (hard to read) on workflows with 30+ modules Free tier requires manual scenario activation — paid plan required for scheduled automatic runs No self-hosting option — all data flows through Make's cloud infrastructure Cost scales linearly with operation count, not workflow count; high-frequency scenarios become expensive at $9/mo base
Website	Visit	Visit