Flowise vs Gumloop

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

Flowise

🟡Low Code

AI App Builder

Flowise is an open-source visual builder for LLM apps, RAG pipelines, and multi-agent workflows that you can self-host for free or run on Flowise Cloud.

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Starting Price

Free
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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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Feature Comparison

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FeatureFlowiseGumloop
CategoryAI App BuilderAI Agents & Autonomous Workflows
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

  • ✓Truly open source; self-host gives you full control of data and prompts
  • ✓Visual canvas dramatically shortens the prototype-to-demo loop
  • ✓Huge integration surface inherited from LangChain and LlamaIndex
  • ✓MCP client support means new tool ecosystems plug in without code
  • ✓Active community: 30k+ GitHub stars, frequent releases, Discord support

Cons

  • ✗Visual graphs get unwieldy at scale; complex flows can become hard to maintain
  • ✗Some breaking changes between versions; pin and test before upgrading
  • ✗Observability and evals are basic compared to dedicated platforms
  • ✗Production deployment (auth, rate limiting, monitoring) is on you for self-host
  • ✗Cloud pricing is competitive but execution limits can bite for chatty agents

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

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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