StackAI vs Gumloop

Detailed side-by-side comparison to help you choose the right tool

StackAI

🟡Low Code

Enterprise AI Agent Platform

Enterprise agent factory for governed low-code workflows

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Starting Price

Free
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Gumloop

🟢No Code

AI Automation

Gumloop is a collaborative visual platform for building and governing AI agents and automations with multiple models, shared credentials, and MCP support.

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

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FeatureStackAIGumloop
CategoryEnterprise AI Agent PlatformAI Automation
Pricing Plans2 listed plans3 listed plans
Starting PriceFreeFree
Key Features
  • • Visual Agent Development Platform
  • • Enterprise Compliance (SOC 2, HIPAA, GDPR, ISO 27001)
  • • Knowledge Base & RAG Integration
  • • Visual AI automation framework for flows, agents, triggers, and app-connected work
  • • Prebuilt agent examples for data analysis, support triage, CRM work, meeting prep, and call analysis
  • • Free plan with 5k credits/month, one seat, one active trigger, and unlimited agents/flows

StackAI - Pros & Cons

Pros

  • ✓Visual construction can shorten iteration between business operators and technical teams
  • ✓Human-review nodes support safer automation of regulated or high-impact processes
  • ✓Knowledge and application connectors reduce custom orchestration work
  • ✓Private deployment options address requirements that basic public SaaS tools may not

Cons

  • ✗Current pricing and the previously listed 500-run free allowance require manual verification
  • ✗Visual workflows can still become difficult to version, test, and debug as complexity grows
  • ✗Enterprise deployment, premium connectors, models, and support may create several cost layers

Gumloop - Pros & Cons

Pros

  • ✓Unlimited seats and agents reduce per-user friction for cross-functional collaboration
  • ✓Pricing page clearly explains credits, orchestration fees, overages, and BYOK behavior
  • ✓Supports 35+ models and combines visual building with CLI and GitHub-oriented features
  • ✓Can host a custom MCP server and proxy MCP servers without separate infrastructure

Cons

  • ✗Unused monthly credits do not roll over, reducing value for teams with uneven demand
  • ✗Agents stop after included credits are exhausted unless pay-as-you-go is explicitly enabled
  • ✗Bringing model-provider API keys increases the orchestration fee from 8% to 16%
  • ✗RBAC, SCIM/SAML, audit logs, custom retention, and VPC deployment require custom Enterprise pricing

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🔒 Security & Compliance Comparison

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Security FeatureStackAIGumloop
SOC2✅ Yes✅ Yes
GDPR✅ Yes✅ Yes
HIPAA✅ Yes❌ No
SSO🏢 Enterprise—
Self-Hosted✅ Yes✅ Yes
On-Prem✅ Yes—
RBAC🏢 Enterprise—
Audit Log🏢 Enterprise—
Open Source❌ No❌ No
API Key Auth✅ Yes✅ Yes
Encryption at Rest✅ Yes—
Encryption in Transit✅ Yes—
Data Residencyconfigurable—
Data Retentioncustomizable—
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Review StackAIReview Gumloop