
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.

Alloy records 76,711 monthly visits with -33.6% month-over-month growth and Freemium pricing. n8n records 4,522,449 monthly visits with -7.4% growth and Freemium pricing.

AI prototyping that builds on your real product
| -361.7K (-7.4%) |
| Primary Market & Share | 🇺🇸 United States (29.7%) | 🇮🇳 India (13.2%) |
|---|
| Direct Visits / mo | 30.98K | 1.57M |
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| User Rating | 4.2 | 4.7 |
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| Supported Platforms | Website | Website |
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AI prototyping that builds on your real product
Use a no-setup browser extension to capture live pages, or connect your codebase so Alloy runs your app in a sandbox and writes code that fits your stack.
Upload your library so the agent builds with your real components, tokens, and assets instead of producing off-brand screens.
Every session runs in the cloud; share a link so teammates or customers can view, comment, and give feedback without local setup.
Pull a Figma frame into Alloy as a working prototype, then send prototype screens back into a Figma Design file.
Open-source workflow automation built for AI agents and technical teams
Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic.
Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP.
Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps.
Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed.

Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.

No-code builder for custom AI agents and workflows

Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.


SpecialistMultiplayer AI where people and agents work side by side
Turn one prompt into live business apps, AI agents and automated workflows

From idea or sketch to editable wireframes, hi-fi UI and code in minutes
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.

SpecialistDeveloper-first integration platform with granular code control, but lacks n8n's visual node-based workflow builder.

Enterprise-grade security and robust workflow automation, but less focused on open-source self-hosting and consumer use cases.
Free / Open-sourceAn open-source no-code automation tool with a clean interface, but fewer native app integrations than n8n.

No-code AI agents and agent teams for real business workflows

Context-aware AI that plans, codes, tests, and documents across your engineering workflows
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.
No-code builder for custom AI agents and workflows
Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.
SpecialistMultiplayer AI where people and agents work side by side
From idea or sketch to editable wireframes, hi-fi UI and code in minutes
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.
Enterprise-grade security and robust workflow automation, but less focused on open-source self-hosting and consumer use cases.
Free / Open-sourceAn open-source no-code automation tool with a clean interface, but fewer native app integrations than n8n.
No-code AI agents and agent teams for real business workflows
Context-aware AI that plans, codes, tests, and documents across your engineering workflows