
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. Spion records 0 monthly visits with 0% growth and Freemium pricing.

Record your browser work once, and let Spion turn it into an automation that runs without you.
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.

Record your browser work once, and let Spion turn it into an automation that runs without you.
One click starts capturing your actions across tabs, forms and dashboards, with zero configuration and no script to write.
Spion scans the recorded steps, identifies the repeating pattern, and rebuilds it as an optimised workflow with a proper trigger rather than replaying every click.
Finished workflows drop into n8n, Make, Zapier, Workato or Claude as importable files, recipes or prompts, so you keep using the tools you already trust.
Spion also generates an editable, enablement-grade PDF or SOP so colleagues can follow a documented process rather than guess.

Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
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.
Features 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.

Automate work across thousands of apps — no code required
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.

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.
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.

The agentic AI browser that reads your tabs, files, and screenshots as context
The agentic AI browser that reads your tabs, files, and screenshots as context

Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you
One browser agent that combines every major AI model with web automation
Build, share, and control AI agents that actually do the work
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.
Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.