Stack AI vs Gumloop

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

Stack AI

🟡Low Code

AI Agents & Autonomous Workflows

Visual builder for enterprise AI agents and workflows, with on-prem deployment and SOC2 compliance.

Was this helpful?

Starting Price

Free
Full ReviewVisit Site

Gumloop

🟢No Code

AI Agents & Autonomous Workflows

No-code AI workflow builder for automating repetitive business tasks like sales research, content production, and data enrichment.

Was this helpful?

Starting Price

Free
Full ReviewVisit Site

Feature Comparison

Scroll horizontally to compare details.

FeatureStack AIGumloop
CategoryAI Agents & Autonomous WorkflowsAI Agents & Autonomous Workflows
Pricing Plans17 tiers8 tiers
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

Stack AI - Pros & Cons

Pros

  • ✓One of few low-code builders with SOC2 + HIPAA + on-prem
  • ✓Fortune 500 customer base provides confidence for procurement
  • ✓Strong document and Snowflake integrations for knowledge work
  • ✓Dev/staging/prod environments + versioning beat most no-code rivals
  • ✓Model-agnostic — no lock-in to a single LLM provider

Cons

  • ✗Pricing is opaque; $499/mo entry is steep for small teams
  • ✗Visual canvas can get unwieldy at high complexity
  • ✗Less community/template ecosystem than Flowise or LangFlow
  • ✗Custom code blocks help, but pure devs prefer code-first tools
  • ✗Pricing was reported recently — verify with sales before purchase

Gumloop - Pros & Cons

Pros

  • ✓Best-in-class for AI-heavy automations RevOps and growth teams actually ship
  • ✓Natural-language flow generation drastically cuts time-to-first-automation
  • ✓Templates for sales prospecting and content pipelines work out of the box
  • ✓Multi-LLM nodes mean you can pick the right model for each step
  • ✓No engineering required — non-technical ops folks can own complete workflows

Cons

  • ✗Credit-based pricing gets expensive on data-heavy or high-volume flows
  • ✗Debugging branching logic is clunky compared to code-first tools
  • ✗No self-hosted or VPC deployment — cloud-only
  • ✗Version history and audit trails are weaker than enterprise automation tools
  • ✗Some integrations are shallow wrappers around scraping vs. official APIs

Not sure which to pick?

🎯 Take our quiz →

🔒 Security & Compliance Comparison

Scroll horizontally to compare details.

Security FeatureStack AIGumloop
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—
🦞

New to AI tools?

Read practical guides for choosing and using AI tools

Read Guides →
🔔

Price Drop Alerts

Get notified when AI tools lower their prices

Tracking 2 tools

We only email when prices actually change. No spam, ever.

Get weekly AI agent tool insights

Comparisons, new tool launches, and expert recommendations delivered to your inbox.

No spam. Unsubscribe anytime.

Ready to Choose?

Read the full reviews to make an informed decision

Review Stack AIReview Gumloop