What it is

Manus is a general-purpose AI agent that goes from a natural-language goal to a finished deliverable (a research report, a slide deck, a working web app). It plans the steps, browses the web, writes code, and ships the result. It became a viral hit in 2025 for its ability to deliver complete artifacts rather than just chat answers.

Best for

Generate a full research report from a topic
Build a working web app from a one-line brief
Produce slide decks, spreadsheets, or other structured deliverables

Pros

True end-to-end output — not just a chat answer
Impressive demo quality

Cons

Invite-only at times — access can be inconsistent
Output quality varies; not a replacement for human review

Quick start

Sign up at manus.im with email → enter your invite code (or join the waitlist; in 2026 invite codes briefly traded for ~$25k on secondary markets).
Type a goal in plain English: "Plan a 7-day Japan trip with daily budget, hotel zones, and an Osaka street-food list → CSV."
Manus breaks the task down into steps, runs browser / code / data workflows in a sandboxed cloud environment, and streams progress.
When complete, you get the deliverable directly: Excel, slide deck, working website, or PDF report.
Bench the GAIA benchmark (general AI assistant eval) — Manus hit SOTA across 3 difficulty levels in 2025.

Sample input / output

Input

Goal: "Build a TypeScript + React prototype for a personal habit-tracker. Include localStorage persistence and a streak counter, then zip and host it on a shareable URL."

Output

Manus deliverables:
  - /src/App.tsx (React + TypeScript, persistence via localStorage)
  - /src/components/StreakBadge.tsx
  - 1-page README.md
  - 1 short demo GIF (auto-recorded browser interaction)
  - Public share URL: https://share.manus.im/abc123
Total runtime: ~8 minutes. 23 sub-steps visible in the run log.

Benchmarks

GAIA benchmark (Mar 2025 launch) SOTA across easy / medium / hard levels — Manus launch benchmark

User-cost (Beta pricing) Starter $39/mo (3,900 credits + 2 concurrent); Pro $199/mo (19,900 credits + 5 concurrent + high-effort mode) — Manus pricing blog 2026

Architecture Multiple-agent system: planning, execution, validation agents running in a sandboxed cloud VM

Reach 40+ use-case categories (recruiting, finance, real estate, education, research)

Pricing

Invite/subscription based

Underlying models

Claude / GPT-class (closed source internals)

Should you pick this?

Pick it if You want to hand off a complete deliverable — research, code prototype, spreadsheet — rather than write the steps yourself, and you can stomach the Beta-tier pricing.

Skip it if You need a programmatic API or want to deeply tune the agent pipeline — Manus is closed-source. For code-specific long-horizon tasks, Devin is more engineering-focused. For pure coding-assist while you write, prefer Cursor or Cline.

Manus