Gumloop vs Stack AI

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

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.

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Starting Price

Free
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Stack AI

🟡Low Code

AI Agents & Autonomous Workflows

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

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

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FeatureGumloopStack AI
CategoryAI Agents & Autonomous WorkflowsAI Agents & Autonomous Workflows
Pricing Plans8 tiers17 tiers
Starting PriceFreeFree
Key Features
  • • 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
  • • Visual Agent Development Platform
  • • Enterprise Compliance (SOC 2, HIPAA, GDPR, ISO 27001)
  • • Knowledge Base & RAG Integration

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

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

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🔒 Security & Compliance Comparison

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Security FeatureGumloopStack AI
SOC2✅ Yes✅ Yes
GDPR✅ Yes✅ Yes
HIPAA❌ No✅ Yes
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 Residency—configurable
Data Retention—customizable
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Review GumloopReview Stack AI