Gumloop vs MultiOn

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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MultiOn

🔴Developer

AI Agents & Autonomous Workflows

Web agent API that lets developers send a natural-language goal and have an AI browser complete the task end-to-end.

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

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FeatureGumloopMultiOn
CategoryAI Agents & Autonomous WorkflowsAI Agents & Autonomous Workflows
Pricing Plans8 tiers8 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

    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

    MultiOn - Pros & Cons

    Pros

    • ✓Mature, production-tested web agent with one of the longest track records in the category
    • ✓Simple REST/SDK surface — you do not have to assemble a Browserbase + agent-loop stack yourself
    • ✓Video traces make failures debuggable, which is the hardest part of running browser agents in production
    • ✓Founding team is now an AI lab, so foundation-model improvements feed back into the agent

    Cons

    • ✗Pricing and exact product names have shifted with the AGI, Inc. rebrand — verify live before contracting
    • ✗No fully self-hostable / open-source option for compliance-sensitive deployments
    • ✗Bot detection on aggressive sites will still beat any hosted web agent some percentage of the time
    • ✗Less control over the agent loop than rolling your own with Browserbase or Browser Use

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    🔒 Security & Compliance Comparison

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    Security FeatureGumloopMultiOn
    SOC2✅ Yes—
    GDPR✅ Yes—
    HIPAA❌ No—
    SSO——
    Self-Hosted✅ Yes❌ No
    On-Prem—❌ No
    RBAC——
    Audit Log——
    Open Source❌ No❌ No
    API Key Auth✅ Yes✅ Yes
    Encryption at Rest——
    Encryption in Transit——
    Data Residency—Not verified in the supplied content
    Data Retention—Not verified in the supplied content
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    Review GumloopReview MultiOn