Manus
An autonomous, general-purpose AI agent that transforms natural‑language goals into end-to-end task execution
What is Manus?
Manus is an autonomous AI agent platform that takes user‑defined goals in natural language and independently plans, executes, and delivers multi‑step tasks across domains such as research, coding, web browsing, data analysis, report generation, slide creation, and website development. It operates in a sandboxed virtual environment (including browser, file system, terminal), orchestrated via an AI stack leveraging Anthropic’s Claude models and fine‑tuned Qwen models, supported by tool integrations, memory, and orchestration layers. Following its invitation‑only beta launch on March 6, 2025, Manus gained rapid viral attention, secured significant funding at a ~$500 million valuation, reached substantial revenue run‑rates, and was later acquired by Meta in December 2025 for over US $2 billion. The acquisition included continued independent operation alongside integration into Meta’s AI offerings.
What you can do with it
Automated market research reports
Users instruct Manus to browse sites, analyze data, and compile structured research briefs autonomously.
Presentation deck creation
Generate slide decks from a prompt including design, speaker notes, and data visualizations.
Website and prototype generation
Manus can design, code, and deploy a functional website based on a single natural‑language request.
Scheduled data extraction and reporting
Recurring tasks extract web or file data and deliver formatted outputs to email, Slack, or storage platforms.
End‑to‑end code development workflows
Assign programming tasks and Manus plans, writes, tests, and delivers runnable code automatically.
Document and spreadsheet automation
Process and transform documents (PDFs, CSVs, Excel) into reports or dashboards without manual input.
Key features
- Autonomous multi‑step task execution in a sandboxed cloud environment
- Web browsing, form‑filling, and structured data extraction via built‑in browser automation
- Code writing, execution, debugging, and scripting within a Linux VM
- File management including processing of PDFs, Excel, CSV, images, and document formats
- Deliverable generation such as reports, slide decks, websites, dashboards, and prototypes
- Workflow orchestration via modular sub‑agents coordinating planning, execution, analysis, and verification
- Credit‑based usage with daily refresh and monthly credit pools configurable by subscription tier
- API access, webhooks, SDK/connectors, and integrations with apps like Gmail, Slack, Notion, Calendar, HubSpot
Screenshots
Inputs / Outputs
Strengths & Limitations
Strengths
Autonomous Execution
Manus handles entire workflows end‑to‑end with minimal user supervision, unlike standard chat assistants.
Tool Integration
It can browse web, run code in sandbox, manipulate file systems, and call APIs across productivity tools.
Multi‑Modal Capability
Supports inputs and outputs across text, documents, images, audio, and video.
Persistent Agent State
Maintains task state, intermediate results, and context across long‑running tasks.
Commercial Traction
Rapid adoption, significant revenue run‑rate, and high‑value acquisition indicate strong market viability.
Limitations
Stability Concerns
Early reports cited instances of errors, crashes, factual inaccuracies, or endless loops during task runs.
Opaque Pricing Complexity
Few publicly detailed pricing tiers; API pricing varies per task and model profile, requiring careful estimation.
Regulatory Sensitivity
Origins in China and acquisition by Meta drew regulatory scrutiny, including China's block of the deal in April 2026.
Pricing & Plans
Model: Freemium
Free
Includes starter credits plus daily refresh credits; limited agent modes
Standard
Several thousand monthly credits, agent mode access, multiple concurrent tasks
Customizable
Larger monthly credit pool, full‑mode access, includes higher capacity and free trial
Extended / High‑Volume
High monthly credits for high‑volume individual users
Subscription tiers with in‑app purchases; per‑task API pricing ranges roughly from US$1.44 to US$9.19 depending on profile (e.g., Manus 1.6 Lite to Max)
Who it's for
Ideal for
Business professionals, developers, analysts, or teams seeking autonomous, end‑to‑end task automation across diverse workflows without building custom orchestration.
Not ideal for
Users needing simple conversational chat or isolated LLM responses; those requiring full reliability for mission‑critical tasks without fallback mechanisms.
What users say
- Impressive capabilities
- Hype and skepticism
- Autonomy over conversation
- Enterprise potential
Prompts & Results
›Plan a 3‑day itinerary in Tokyo including flights, hotels, and a summarized agenda.
Manus autonomously browses flight and hotel data, compiles options into a spreadsheet, writes a formatted itinerary summary, and delivers a ready‑to‑use document.
›Generate a polished slide deck analyzing Q1 sales data from uploaded CSV.
Manus loads the file, analyzes trends, creates charts, and returns a presentation with structured slides and commentary.
›Build a simple portfolio website with an 'About' page and projects section.
Manus scaffolds the site in a sandboxed environment, writes HTML/CSS/JS code, tests it, and provides a hosted or downloadable package.
›Research the top 5 competitors in autonomous AI agents and write a comparative report.
Manus conducts web research, summarizes findings, compares features and pricing, and delivers a structured report.
FAQ
What tasks can Manus perform autonomously?+
It can research, write and run code, analyze data, generate websites, slides, documents, and more—all executed end‑to‑end without user intervention.
How does Manus differ from ChatGPT or Claude?+
Unlike chatbots that require back‑and‑forth prompts, Manus plans, executes, and iterates until tasks are complete, using a sandbox and tool integrations to act, not just respond.
Which models power Manus?+
Manus orchestrates Anthropic’s Claude models for reasoning and fine‑tuned Qwen models for specialized or cost‑efficient tasks.
How much does it cost?+
There are freemium and paid tiers. API pricing per task ranges from approximately US $1.44 (Manus 1.6 Lite) up to US $9.19 (Manus 1.6 Max).
Who owns Manus now?+
Manus was acquired by Meta in December 2025 for over $2 billion and continues operating both independently and as part of Meta’s AI offerings.
Ratings & Reviews
No reviews yet — be the first to rate this tool.