Melaya vs Gumloop
Gumloop is a polished, enterprise-ready platform for cloud workflow automation; Melaya trades some of that polish for mobile device control, local models, deterministic evaluation and stricter human oversight.
Gumloop is the more polished, enterprise-compliant choice for cloud workflow automation today, and its Chrome extension recording is a real convenience Melaya does not replicate. Melaya answers with breadth: a real Android phone, your own browser under the runner's control, a chat Assistant, and a Marketing cockpit, six products where Gumloop offers one plus an extension. Try both free; the gap is compliance maturity versus product breadth.
Melaya vs Gumloop, feature by feature
| Capability | Melaya | Gumloop |
|---|---|---|
| Platform shape | Six connected products: Agents, Assistant, Device Control, Browser Control, MCP Server, Marketing | One AI-native workflow platform with an assistant (Gummie) that scaffolds flows from plain language, plus MCP server hosting |
| Mobile app control | Device Control operates real Android apps through accessibility, no root, on-device approval gate | None. Automation runs against cloud services and the desktop browser; no mobile device control as of 2026 |
| Browser automation | Browser Control drives Chrome, Edge, or Brave through the runner, or an installed extension, on sites you allow, with a live mirror and one-click stop | A Chrome extension records browser actions into repeatable web replays, a genuinely useful pattern for sites without APIs |
| Model freedom | 49 providers, BYOK with no tier gate on the free Sandbox, plus local models via Ollama or LM Studio | Multiple cloud models (Anthropic, OpenAI, Gemini, DeepSeek) with bring-your-own API keys; no local model execution; VPC deployment is Enterprise-only |
| Ease of building | Visual canvas across six products; more surface area, steeper first hour | Very polished AI-native UX; Gummie scaffolds and debugs flows from plain language, with prebuilt agents for common tasks |
| Enterprise governance | Approval gates and full local execution reduce data exposure, but no formal compliance program yet | SOC 2 Type II, GDPR, SSO, SCIM, RBAC, audit logs, and VPC deployment |
| Marketing and assistant work | A dedicated Marketing cockpit and a chat Assistant ship as separate connected products | No dedicated marketing product; assistant capability is the Gummie flow-builder, not a general chat workspace over your systems |
Where Melaya wins
- Device Control on Android reaches real apps Gumloop has no mobile equivalent for, with an on-device approval gate before anything publishes.
- Six connected products, a chat Assistant and a Marketing cockpit included, instead of one workflow platform plus a browser extension.
- True local execution at every plan level through the runner, versus Gumloop's Enterprise-only VPC deployment.
- BYOK with no tier gate, so the free Sandbox already runs your own keys or fully local models.
Where Gumloop wins
- You want SOC 2 Type II, GDPR, SSO, SCIM, and VPC deployment today, a compliance program Melaya cannot yet match.
- Non-technical teams need the fastest onboarding: Gummie's natural-language builder and the Chrome extension's recorded web replays get a working flow running with the least setup.
Melaya vs Gumloop: frequently asked questions
Is Melaya a good Gumloop alternative?
Yes, if you want a real Android phone in the loop, your own browser under Browser Control, and true local execution at every plan. Gumloop is the more polished, enterprise-compliant choice today.
Does Gumloop have mobile device control like Melaya?
No. Gumloop's automation runs against cloud services and the desktop browser; there is no mobile device control as of 2026.
How does Melaya's local execution compare to Gumloop's?
Melaya runs fully local through the runner at every plan level, including the free Sandbox. Gumloop's VPC deployment for data isolation is Enterprise-only.
Does Gumloop support local models?
No local model execution is documented. Gumloop offers multiple cloud models (Anthropic, OpenAI, Gemini, DeepSeek) with bring-your-own API keys.
When should I pick Gumloop instead of Melaya?
When you need SOC 2 Type II, GDPR, SSO, SCIM, and VPC deployment today, or when a non-technical team needs the fastest onboarding through Gummie's natural-language builder and the Chrome extension's recorded web replays.
See it for yourself
Build an agent in the free tier and compare the experience yourself. No card, no waitlist.
