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rpa-automate vs Gumloop.
Managed service vs DIY builder.

Gumloop is a Y Combinator-backed visual workflow builder used by Shopify, Ramp, and Instacart. We looked at how it compares to rpa-automate — not as a feature showdown, but honestly, by what each solves. Gumloop sells you a canvas. We deliver finished workflows.

See if we're right for you →Pricing
Pick Gumloop if
  • — You have a developer or power user in-house
  • — You want to experiment with many workflow ideas quickly
  • — You prefer to own and maintain the logic yourself
  • — You're willing to spend 10–40 hours learning the platform
  • — You need a generous free tier for prototyping
Pick rpa-automate if
  • — You want outcomes, not a new tool to learn
  • — You need WhatsApp-first approvals (GCC, India, Africa)
  • — You value Claude-native optimisation (Haiku routing, MCP)
  • — You want self-healing when workflows break at 2am
  • — You'd rather reply to approvals than build automation

Feature-by-feature

Featurerpa-automateGumloop
Pricing entry point$97/mo managed$37/mo DIY
Included in priceBuild + deploy + managePlatform access only
Delivery time5 business daysSelf-paced (days to weeks)
Claude Sonnet 4-6 supportNative + optimisedAvailable, not optimised
MCP protocolBuilt-inCustom wiring required
WhatsApp approvalsCore workflowNot supported natively
Self-healing on failureAuto-diagnose + fixManual debug
RAG pipelinesIncluded (MongoDB Atlas)Extra setup needed
Credit limitsNone — unlimited runsCredit-based, can exhaust
Enterprise featuresSOC 2 · GDPR · CASLVPC · RBAC · SCIM (enterprise tier)
Who owns the workflowYou (deployed in your env)You (hosted on Gumloop)
Languages (UI + AI responses)6 (EN, AR, HI, PT, ES, FR)English only
01 · Pricing

$37 vs $97 — the real math

Gumloop Solo is $37/month for 10,000 credits. One workflow run consumes 1–20 credits depending on complexity. A medium-complexity agent burns ~5,000 credits/month at moderate volume. Upgrade required: Pro at $97/month (25,000 credits).

Hidden cost: your time. Independent estimates place self-build at 15–40 hours for a non-trivial workflow. At $100/hour developer cost, that's $1,500–$4,000 in labour before Month 1.

rpa-automate Starter is $997 one-time setup + $97/month. The setup covers the build, deployment, and handover. The $97/month covers monitoring, updates, self-healing, and a monthly strategy check-in.

At our production volumes this works out to approximately $0.003 per workflow run, fully loaded — a metric Gumloop doesn't publish because credits make it opaque.

02 · Intelligence

Model-agnostic isn't free

Gumloop supports Claude as one of many models. That flexibility comes with a cost: the platform doesn't optimise for Claude's specific strengths — Haiku-Sonnet cost routing (5× cheaper for classification tasks), MCP protocol (native tool calling without custom JSON wrappers), prompt caching (90% discount on repeated context), and extended thinking (Sonnet 4-6's newest feature). rpa-automate uses all four by default. On a typical invoice workflow this produces a 40–60% cost reduction compared to running the same logic through a model-agnostic platform.

03 · Delivery

DIY vs managed — it's a category difference

Gumloop's Gummie AI assistant can scaffold a workflow from a natural-language prompt. Impressive — until you need to change the edge case handling, add a new integration, or debug why Monday's run failed. At that point you're back in the canvas, editing nodes, reading execution logs, and writing prompts.

rpa-automate is the opposite model. You tell us the outcome, we build the system, you approve outputs via WhatsApp. When an edge case appears, we handle it in the next weekly update. When something breaks at 2am, our self-healing agent diagnoses, generates a fix, and sends you a what broke, what we fixed message by 2:15am. You never open a canvas.

04 · Honest trade-offs

When Gumloop is the better choice

  • — You're a developer who enjoys building workflows and wants full control
  • — You need to experiment with 10+ workflow ideas before committing
  • — Your team has the capacity to maintain the automation long-term
  • — You want a free tier to prototype without budget approval
  • — You need the depth of a visual canvas for complex branching logic

We recommend Gumloop's free tier if any of those describe you. If they don't — if you just want the outcome — take our 3-minute automation audit.

Not sure which fits?

Our 3-minute audit asks 6 questions about your current manual processes, calculates your monthly cost, and recommends whether DIY or managed is the right model for you. We'll recommend Gumloop if that's the honest answer.

Take the audit →