Melaya vs n8n
n8n is a mature, self-hostable workflow automation platform for technical teams; Melaya is a visual AI agent builder that adds mobile Device Control on real Android apps, default approval gates, and per-step model routing.
Pick n8n if you need proven workflow automation across 500+ built-in integrations, inline JavaScript and Python, and a free self-hosted Community Edition with unlimited executions. Pick Melaya if your agents must act where there is no API, especially operating real Android apps with an on-device approval gate, and you want per-step model routing across 23 cloud and local providers with deterministic-first evaluation. Some teams will sensibly run both: n8n for backend integration plumbing, Melaya for supervised agents that touch real apps on real phones.
Melaya vs n8n, feature by feature
| Capability | Melaya | n8n |
|---|---|---|
| Mobile app control | Device Control on Android: agents open allowed apps, read the screen, tap, type, and swipe on a real phone, with an on-device approval gate before publishing. No API needed for the app being operated. | Not offered. n8n automates through APIs, webhooks, and HTTP requests, not by operating mobile apps directly. |
| Human-in-the-loop | Approval gates are the default on every consequential write, including an on-device approval step for phone actions. | Supported via approval and wait mechanisms you add per workflow, for example pausing until a human responds in Slack or email. |
| Model choice and routing | Per-step model routing across 23 AI providers, cloud and local, so each step can use the cheapest model that passes evaluation. | Bring your own model per AI node, including local models via Ollama. Routing logic between models is yours to build. |
| Local and on-prem execution | Runs in the cloud or fully local via a local runner, including private on-prem inference with your own models. | Strong. Free self-hosted Community Edition via Docker with full source access on GitHub; enterprise self-hosting on paid tiers. |
| Evaluation and observability | Deterministic-first evaluation: rule checks run before any LLM judge. Run traces and cost-per-accepted-result per step. | Real-time logs, single-step re-runs, debugging views, and native workflow evaluations for AI outputs. |
| Connector and tool breadth | About 1,697 tools in the catalog, oriented around agent actions rather than classic SaaS sync. | 500+ built-in integrations per its site, plus a large community node ecosystem and template library. Deeper for classic SaaS automation. |
| Agent building model | Canvas of agents, tools, triggers, and approval gates, with 111 ready agent personas plus RAG and memory. | Node-based canvas with AI agent nodes, multi-agent and RAG support, MCP support, and structured input and output controls. |
| Code extensibility | Visual-first composition; less emphasis on writing custom code inside flows. | Inline JavaScript and Python, custom nodes, Git-based version control, and isolated environments on higher tiers. |
| RAG and memory | Built-in RAG and memory attached to agents on the canvas. | RAG pipelines built from vector store and embedding nodes; flexible but assembled by you. |
| Self-hosting cost | Local execution via the runner is part of the product; Melaya itself is in free open beta. | Community Edition is free with unlimited executions; you pay only for your server. A real cost advantage at scale. |
| Pricing | Sandbox free, Outpost $20/mo with your own cloud keys, Forge for scheduled plus managed cloud. Free open beta as of 2026. | Free self-hosted Community Edition. Cloud from about 20 EUR/mo billed annually for 2,500 executions; priced per execution, not per step. |
| Best for | Teams that need AI agents acting on real mobile apps and API-less surfaces, with human approval and model flexibility. | Technical teams automating APIs and SaaS tools at scale, especially those who want free, mature self-hosting and code-level control. |
Where Melaya wins
- Device Control on Android: agents operate real apps on a real phone (open, read the screen, tap, type, swipe) with an on-device approval gate and app playbooks, no API required for the app being operated. n8n has no equivalent.
- Human approval is the default on every consequential write, not an opt-in node you have to remember to wire into each workflow.
- Per-step model routing across 23 providers, cloud and local via the local runner, with cost-per-accepted-result so you see what a correct outcome actually costs.
- Deterministic-first evaluation runs rule checks before any LLM judge, so passing runs are cheaper and reproducible rather than judged by another model first.
- 111 agent personas and about 1,697 tools cut the blank-canvas phase when you are standing up a new agent.
Where n8n wins
- Integration breadth and maturity: 500+ built-in integrations plus a large community node ecosystem and template library. For classic SaaS-to-SaaS automation, n8n's catalog goes deeper.
- Self-hosting economics and maturity: the free Community Edition has unlimited executions, and paid tiers add SSO, SAML, LDAP, environments, and Git-based version control.
- Code extensibility: inline JavaScript and Python, custom nodes, and single-step re-runs make n8n the stronger choice when workflows need real code.
- Ecosystem: an established community with abundant tutorials, templates, and community-built nodes, which shortens time to a working workflow for common patterns.
Melaya vs n8n: frequently asked questions
Is Melaya a good n8n alternative?
Melaya is a strong alternative if your goal is AI agents that act under human approval, route work across cloud and local models, or operate real Android apps where no API exists. It is not a drop-in replacement for n8n's deep SaaS integration catalog or its inline code nodes. If your workload is mostly API-to-API automation, n8n remains the safer fit; if it involves phones, approvals, and model flexibility, Melaya is the better one.
Can Melaya do what n8n does?
There is real overlap: both offer a visual canvas with triggers, tools, branching, RAG, and human-in-the-loop steps. Melaya covers many of the same automation jobs through its roughly 1,697 tools, but n8n's 500+ built-in integrations, community nodes, and JavaScript and Python code steps go deeper for traditional workflow automation. Melaya adds capabilities n8n does not have, notably Android Device Control and deterministic-first evaluation.
How does Melaya pricing compare to n8n?
Melaya has a free Sandbox tier, Outpost at $20 per month where you bring your own cloud API keys, and Forge for scheduled runs on managed cloud, and the platform is in free open beta as of 2026. n8n offers a free self-hosted Community Edition with unlimited executions, with cloud plans starting around 20 EUR per month billed annually for 2,500 executions. For pure self-hosted volume, n8n's Community Edition is hard to beat on cost.
Can n8n control mobile apps like Melaya?
No. As of 2026, n8n automates through APIs, webhooks, and HTTP requests, so an app without an accessible API is out of reach. Melaya's Device Control runs agents on a real Android phone: they open allowed apps, read the screen, tap, type, and swipe, with an on-device approval gate before anything is published.
Does n8n support local models like Melaya does?
Yes, n8n can call locally hosted models, for example through Ollama, and it supports many cloud LLM providers. The difference is in the routing layer: Melaya routes each step across 23 providers, cloud or local via its runner, and tracks cost-per-accepted-result, while in n8n you choose a model per node and build any routing logic yourself.
Which is better for human-in-the-loop automation?
Both support it, with different defaults. In n8n you add approval or wait steps to a workflow, for example pausing until someone responds in Slack or email. In Melaya, every consequential write is gated by human approval by default, and phone actions add an on-device approval step, which matters when agents act on real accounts and real apps.
Is Melaya open source and self-hostable like n8n?
n8n's source is available on GitHub under a fair-code license, and its Community Edition is free to self-host with unlimited executions. Melaya is not open source, but it can run fully locally through its local runner, including private on-prem inference with your own models, or in the cloud. If source access is a hard requirement, n8n wins this point.
Does Melaya have as many integrations as n8n?
The catalogs differ in kind. Melaya lists about 1,697 tools oriented around agent actions, while n8n offers 500+ built-in integrations plus a large community node ecosystem focused on SaaS and API automation. For long-tail SaaS connectors and community-maintained nodes, n8n's ecosystem is more mature; for agent tooling plus device-level actions, Melaya covers ground n8n does not.
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