vioscaleAI
Comparison

Gumloop vs Zapier

No clear leader: Zapier (60.6) and Gumloop (56.1) 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 formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Gumloop56
Zapier61
Score
vioscaleAI score
Gumloop56 / 100medium · 54%
Zapier61 / 100medium · 71%
Pricing
Free tier
Gumloop✓
Zapier✓
Model
Gumloopfreemium
Zapierfreemium
Price level
Gumlooplow
Zapierlow
Transparent
Gumloop✗
Zapier✗
Integrations
Count
Gumloop100
Zapier9,000
Security
Certifications
Disclosure policy
Gumloop–
Zapier✓
Gdpr
Gumloop✓
Zapier✓
Hipaa
Gumloop✓
Zapier–
Soc2
Gumloop✓
Zapier✓
Trust center
Reliability
Status page
Gumloop–
Zapier✓
Market
Availability
Content
Faq
Gumloop6 items
Zapier6 items

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

An automation platform that enables teams to build intelligent agents capable of executing tasks by interacting with web applications and integrated services, with support for multiple AI models through a visual workflow builder.

Independently observed

Zapier

A platform that automates work across 9,000+ business applications with AI integration, task-based consumption, and team collaboration controls.

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

Usage-basedFree tier

Task-based usage model. Zapier SDK free during beta.

  • Team-
    • Shared app connections
    • Shared workspace
    • Priority support
    • 24/7 email support
    • Weekday live chat
  • EnterpriseContact sales
    • Advanced admin permissions
    • Single sign-on
    • 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✓
CLI
Gumloop✓
Zapier✓
Deployment
Cloud / SaaS
Gumloop✓
Zapier✓
Self-hosted
Gumloop✓
Zapier✗

Integrations

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

In common (6)
  • ChatGPT
  • Claude
  • Slack
  • Salesforce
  • Zendesk
  • Microsoft Teams

Gumloop

37 total - 31 not shared
  • OpenAI
  • Anthropic
  • 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
  • Azure
  • +7 more
Independently observed

Zapier

14 total - 8 not shared
  • NetSuite
  • HubSpot
  • Microsoft Dynamics CRM
  • Jira Software Cloud
  • Any.do
  • Jotform
  • Dropbox
  • Cursor
Independently observed
Still deciding?

Gumloop or Zapier: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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