
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
#1Alloy records 76,711 monthly visits with -33.6% month-over-month growth and Freemium pricing. Manus records 19,195,779 monthly visits with -1.7% growth and Free Trial pricing.

AI prototyping that builds on your real product
| -339.79K (-1.7%) |
| Primary Market & Share | 🇺🇸 United States (29.7%) | 🇧🇷 Brazil (18.3%) |
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| Direct Visits / mo | 30.98K | 10.56M |
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| User Rating | 4.2 | 4.6 |
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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.
A general-purpose AI agent that executes tasks, not just answers them
Give the agent a goal and it plans the steps, chooses tools, and works through the task in a cloud environment without constant supervision.
Produces finished artifacts such as slide decks, functional websites, small games, and formatted documents rather than raw text.
Runs broad, multi-source investigations and compiles the findings into a structured report.
Generates images, video, and music as part of a larger task or as standalone outputs.

Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
#1Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.

Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research.
#3
Automate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
No-code builder for custom AI agents and workflows

Automates multi-step workflows and asset creation, but with fewer built-in general browser navigation tools.
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.

From idea or sketch to editable wireframes, hi-fi UI and code in minutes
Build, share, and control AI agents that actually do the work

Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
No-code builder for custom AI agents and workflows
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.
From idea or sketch to editable wireframes, hi-fi UI and code in minutes
Build, share, and control AI agents that actually do the work
Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.