Comparison

Gumloop vs Stack AI

On the evidence we track, Gumloop leads this comparison with a composite score of 71/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Gumloop full profile →Stack AI full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

★Gumloop71

Stack AI65

Attribute comparison across 2 tools
Attribute	GumloopLeader	Stack AI
Vioscale score	71 / 100medium · 55%updating	65 / 100low · 46%updating
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	freemium
Price levelpricing.price_level	low	low
Transparentpricing.transparent	✓	✗
Integrations
Countintegrations.count	30	100
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	✓	✓
Iso27001security.iso27001	-	✓
Soc2security.soc2	✓	✓
Market
Availabilitymarket.availability	Available worldwide · HQ US	Available worldwide · Popular in US

Score

Vioscale score

Gumloop71 / 100medium · 55%updating

Stack AI65 / 100low · 46%updating

Pricing

Free tier

Gumloop✓

Stack AI✓

Model

Gumloopfreemium

Stack AIfreemium

Price level

Gumlooplow

Stack AIlow

Transparent

Gumloop✓

Stack AI✗

Integrations

Count

Gumloop30

Stack AI100

Security

Disclosure policy

Gumloop–

Stack AI✓

Gdpr

Gumloop✓

Stack AI✓

Hipaa

Gumloop✓

Stack AI✓

Iso27001

Gumloop–

Stack AI✓

Soc2

Gumloop✓

Stack AI✓

Market

Availability

GumloopAvailable worldwide · HQ US

Stack AIAvailable worldwide · Popular in US

Capabilities

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

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

Capabilities

Builder UI architecture

GumloopVisual node canvas

Stack AIVisual node canvas

Native LLM nodes anthropic openai gemini

Gumloop✓

Stack AI✓

Human in the loop approval steps via slack email

Gumloop✓

Stack AI✓

Unstructured document extraction PDF image to json

Gumloop✗

Stack AI✓

Dynamic conditional routing via LLM classification

Gumloop✓

Stack AI✓

Web scraping and browser automation nodes

Gumloop✓

Stack AI✓

Bring your own key byok for LLM inference

Gumloop✓

Stack AI-

Custom HTTP webhook catch and triggering

Gumloop✗

Stack AI-

Sub workflow calling and reusable templates

Gumloop✓

Stack AI✓

On premise self hosted deployment option

Gumloop✓

Stack AI✓

SOC2 type ii

Gumloop✓

Stack AI✓

ISO 27001

Gumloop✗

Stack AI✓

Pricing model

GumloopFreemium with task credits

Stack AIFreemium with task credits

What each one is

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

Gumloop

Leader

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

Stack AI

StackAI enables organizations to create AI agents that orchestrate tasks, integrate with existing systems, and maintain human oversight for sensitive operations. It's designed for enterprise teams to automate compliance, data processing, and complex workflows at scale.

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

Leader

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 2026-08-25verify ↗

Stack AI

freemium_with_task_creditsFree tier

Free tier with 500 runs/month; custom enterprise pricing available

FreeFree
- 500 runs per month
- 2 Projects
- 1 Seat
- Community support on Discord
- Agents, Inputs (Text, Image, Audio, Video)
- +5 more
CustomContact sales
- Custom number of runs
- Unlimited projects
- Custom number of seats
- All features and data loaders
- Dedicated infrastructure
- +13 more

as of 2026-08-25verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Gumloop	Stack AI
WebPlatforms	✓	✓
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✓	✓
HybridDeployment	✗	✓

Platforms

Web

Gumloop✓

Stack AI✓

CLI

Gumloop✗

Stack AI✓

Deployment

Cloud / SaaS

Gumloop✓

Stack AI✓

Self-hosted

Gumloop✓

Stack AI✓

On-premise

Gumloop✓

Stack AI✓

Hybrid

Gumloop✗

Stack AI✓

Integrations

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

In common (5)

Google Drive
Slack
Salesforce
Notion
Asana

Gumloop

Leader

30 total - 25 not shared

OpenAI
ChatGPT
Anthropic
Claude
Google
Gemini
Perplexity
Meta Llama
DeepSeek
Grok
Microsoft Azure
Google Docs
Google Workspace
Google Calendar
Zendesk
Linear
Jira
Gmail
Airtable
Monday.com
Apify
DataForSEO
GitHub
Azure
+1 more

Independently observed

Stack AI

10 total - 5 not shared

Microsoft Teams
Email
SharePoint
Chrome Extension
REST API

Independently observed

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