vioscale
Comparison

Gumloop vs Zapier

No clear leader: Zapier (73.0) and Gumloop (70.7) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Gumloop full profile →Zapier full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Gumloop71
Zapier73
Score
Vioscale score
Gumloop71 / 100medium · 55%
Zapier73 / 100medium · 72%
Pricing
Free tier
Gumloop✓
Zapier✓
Model
Gumloopfreemium
Zapierfreemium
Price level
Gumlooplow
Zapierlow
Transparent
Gumloop✓
Zapier✓
Integrations
Count
Gumloop30
Zapier9,000
Security
Disclosure policy
Gumloop–
Zapier✓
Gdpr
Gumloop✓
Zapier✓
Hipaa
Gumloop✓
Zapier–
Soc2
Gumloop✓
Zapier✓
Reliability
Status page
Gumloop–
Zapier✓
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for ai workflow automation. “-” means undocumented, not absent.

Capabilities
Builder UI architecture
GumloopVisual node canvas
ZapierVisual node canvas
Native LLM nodes anthropic openai gemini
Gumloop✓
Zapier✓
Human in the loop approval steps via slack email
Gumloop✓
Zapier✓
Unstructured document extraction PDF image to json
Gumloop✗
Zapier-
Dynamic conditional routing via LLM classification
Gumloop✓
Zapier-
Web scraping and browser automation nodes
Gumloop✓
Zapier-
Bring your own key byok for LLM inference
Gumloop✓
Zapier-
Custom HTTP webhook catch and triggering
Gumloop✗
Zapier✓
Sub workflow calling and reusable templates
Gumloop✓
Zapier✓
On premise self hosted deployment option
Gumloop✓
Zapier-
SOC2 type ii
Gumloop✓
Zapier✓
ISO 27001
Gumloop✗
Zapier-
Pricing model
GumloopFreemium with task credits
ZapierFreemium with task credits

What each one is

The product in its own terms, so the numbers below have context.

Gumloop

A platform for creating, deploying, and managing AI agents that automate tasks across connected tools and data sources. Users build workflows visually by connecting nodes, configure agents with reusable skills and rules, and monitor agent activity with governance controls.

Independently observed

Zapier

A subscription-based automation platform that links AI agents, workflows, forms, and data management tools to 9,000+ integrated applications. Supports visual workflow building, custom code execution, and AI-powered actions across both public and embedded implementations.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Gumloop

Usage-basedFree tier

Free tier available. Paid plans use passthrough pricing: tokens at cost, compute at cost, plus 8% orchestration fee.

  • FreeFree
  • Custom / EnterpriseContact sales
    • Token passthrough at cost
    • Compute passthrough at cost
    • 8% orchestration fee
as of verify ↗

Zapier

SubscriptionFree tier7-day trial

Free tier available. Subscription plans from Professional with 2,000 tasks/month. Task-based pricing shared across workflows, AI steps, code, and SDK.

  • FreeFree
    • Email support 24/7
  • ProfessionalProfessional 2,000+ tasks/month
    • Live chat support (2k+ tasks tier)
    • Forms included
    • Tables included
    • Zap workflows
  • Team-
    • Shared app connections
    • Shared workspace
    • Priority support
    • 24/7 email and weekday live chat
  • EnterpriseContact sales
    • Advanced admin permissions
    • Single sign-on (SAML)
    • Custom data retention
    • Priority support
    • Screen-share support (6am-6pm EST M-F)
    • +1 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Gumloop✓
Zapier✓
Deployment
Cloud / SaaS
Gumloop✓
Zapier✓
Self-hosted
Gumloop✓
Zapier✗
On-premise
Gumloop✓
Zapier✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (4)
  • ChatGPT
  • Slack
  • Salesforce
  • Zendesk

Gumloop

30 total - 26 not shared
  • OpenAI
  • Anthropic
  • Claude
  • Google
  • Gemini
  • Perplexity
  • Meta Llama
  • DeepSeek
  • Grok
  • Microsoft Azure
  • Google Docs
  • Google Drive
  • Google Workspace
  • Google Calendar
  • Linear
  • Jira
  • Gmail
  • Notion
  • Airtable
  • Asana
  • Monday.com
  • Apify
  • DataForSEO
  • GitHub
  • +2 more
Independently observed

Zapier

12 total - 8 not shared
  • NetSuite
  • HubSpot
  • Microsoft Dynamics CRM
  • Microsoft Teams
  • Jira Software Cloud
  • Any.do
  • Jotform
  • Dropbox
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.