Flowise vs Gumloop

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

Flowise

🟡Low Code

AI app platform

Flowise supports visual flow builder, agent orchestration, api deployment for prototyping assistants and low-code agent workflows.

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Starting Price

Free
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Gumloop

🟡Low Code

AI workflow automation

A visual automation platform for building AI agents and workflows with hosted models, connectors, and governance.

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

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FeatureFlowiseGumloop
CategoryAI app platformAI workflow automation
Pricing Plans22 tiers8 tiers
Starting PriceFreeFree
Key Features
  • • Visual node-based builder for AI agents and chatflows
  • • Agentflow multi-agent orchestration
  • • Chat assistants with RAG and tool calling
  • • 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

Flowise - Pros & Cons

Pros

  • ✓Apache 2.0 self-hosting offers strong control and flexibility
  • ✓Visual editing speeds up prototypes and stakeholder demos
  • ✓Many connectors cover common model and retrieval stacks
  • ✓Each flow can become an API rather than staying a diagram

Cons

  • ✗Complex canvases can become hard to maintain
  • ✗Self-hosters own authentication, upgrades, monitoring, and scaling
  • ✗Breaking changes require version pinning and testing
  • ✗Cloud execution limits can affect chatty or high-volume agents

Gumloop - Pros & Cons

Pros

  • ✓Fast visual composition
  • ✓Broad model choice
  • ✓Pay-as-you-go is off by default
  • ✓MCP expands interoperability
  • ✓Teamspaces support shared ownership

Cons

  • ✗Included credits do not roll over
  • ✗Cost has several components
  • ✗8% orchestration fee remains with BYOK
  • ✗Complex agent branches are harder to debug
  • ✗Enterprise pricing requires sales

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🔒 Security & Compliance Comparison

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Security FeatureFlowiseGumloop
SOC2—✅ Yes
GDPR—✅ Yes
HIPAA—❌ No
SSO——
Self-Hosted✅ Yes✅ Yes
On-Prem✅ Yes—
RBAC✅ Yes—
Audit Log——
Open Source✅ Yes❌ No
API Key Auth✅ Yes✅ Yes
Encryption at Rest——
Encryption in Transit✅ Yes—
Data Residencyself-hosted deployments allow user-controlled data residency—
Data Retentionconfigurable—
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Review FlowiseReview Gumloop