How do their growth rates compare?

Manus has a month-over-month growth rate of -1.7%; Rob3 has —.

How does pricing compare?

Manus: Free Trial. Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page. Rob3: Free. Rob3 is offered as a free Chrome extension. Optional paid services such as 1-to-1 consultations or the e-learning platform may be available through the vendor's website.

What are alternatives to Manus and Rob3?

Other tools in related categories include ChatGPT, Claude, Muse, Hermes-Agent, CodeRabbit.

Head-to-Head Benchmark

Manus vs Rob3

Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. Rob3 records 0 monthly visits with — growth and Free pricing.

ManusFree TrialTraffic Leader

A general-purpose AI agent that executes tasks, not just answers them

Monthly Visits

19.2M

MoM Velocity

-1.7%

Top Market

🇧🇷 Brazil

View Manus Analysis

manus.im

Rob3Free

AI trust scores for Solana smart contracts and transactions

Monthly Visits

0

MoM Velocity

—

Top Market

🌐 Global

View Rob3 Analysis chromewebstore.google.com

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Manus	Rob3
Official Domain	manus.im	chromewebstore.google.com
Pricing Model	Free Trial	Free
Monthly Visits	19.2M (19,195,779)	0 (0)
MoM Traffic Delta

Primary Market & Share	🇧🇷 Brazil (18.3%)	🌐 Global (—)

Direct Visits / mo	10.56M	0

User Rating	4.6	3.3

Supported Platforms	Website	Browser Extension

Manus

A general-purpose AI agent that executes tasks, not just answers them

Autonomous task execution

Give the agent a goal and it plans the steps, chooses tools, and works through the task in a cloud environment without constant supervision.

Deliverable generation

Produces finished artifacts such as slide decks, functional websites, small games, and formatted documents rather than raw text.

Wide Research

Runs broad, multi-source investigations and compiles the findings into a structured report.

Media creation

Generates images, video, and music as part of a larger task or as standalone outputs.

Strengths & Pros

+Delivers finished artifacts instead of only conversational answers
+Works across web, mobile, desktop, Slack, and API surfaces
+Wide Research handles broad multi-source investigations well
+Team plans and SSO make it usable in organizational settings

Limitations

Frequently Asked Questions: Manus vs Rob3

Manus has 19,195,779 monthly visits, while Rob3 has 0. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Best Alternatives to Manus & Rob3 (12)

–

Autonomous runs consume credits and can pursue the wrong approach if the brief is vague

–Complex tasks benefit from human review at checkpoints

–Output quality varies by task type, especially outside common formats

Rob3

AI trust scores for Solana smart contracts and transactions

AI risk assessment

An AI model evaluates Solana smart contracts and transactions and surfaces the risks you are about to take.

Trust score output

Each analysis produces a trust score with any warnings the model detected, so results are easy to read at a glance.

SHA-256 project lookup

Paste an ID in SHA-256 format into the text box to check how trustworthy a given project appears.

Learn-more pathway

A "Find out more" button leads to the vendor site for 1-to-1 calls or sign-up to an e-learning platform.

Strengths & Pros

+Free to install and use
+Explains on-chain risk in plain language
+Covers the Solana ecosystem specifically
+Developer states that no user data is collected or sold

Limitations

–Limited to the Solana network

–

Small user base and no ratings yet

–Trust scores are AI-generated judgments, not guarantees

01

ChatGPT

6B/mo

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

AI ChatbotFreemium+2.2%

#1

02

Claude

1.3B/mo

Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.

AI AssistantFreemium+23.8%

#2

03

Muse

45.8M/mo

Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research.

AI AgentContact for Pricing+228.3%

Muse agent interface connected to email, calendar and browser tools with approval controls

#3

04

Hermes-Agent

3.6M/mo

Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.

AI AgentFreemium29% direct

Hermes-Agent desktop app showing a conversation with scheduled automations and memory

05

CodeRabbit

1M/mo

AI code review, PR triage, and security monitoring for fast-moving teams

AI Code ReviewFreemium, Free Trial, Paid, Contact for Pricing+4.6%

CodeRabbit review comment on a pull request alongside the triage board

06

Runable

1M/mo

Automates multi-step workflows and asset creation, but with fewer built-in general browser navigation tools.

AI AgentFreemium33% direct

07

Skywork.ai

1M/mo

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

AI AgentFreemium33% direct

Screenshot of Skywork.ai generating a slide deck and research report from a single brief

08

LibreChat

346.9K/mo

Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.

AI ChatbotFree37% direct

LibreChat chat workspace with model selector, agents sidebar and artifact panel

09

Lindy

323.3K/mo

SpecialistDeploys autonomous business agents for operational work, but targets enterprise workflows rather than general open-ended research.

AI AssistantFreemium, Contact for Pricing39% direct

Lindy dashboard showing an AI teammate handling client reports and lead replies

10

Hyperagent

182.5K/mo

SpecialistDeploys agent fleets to build business deliverables, but requires more manual setup for complex web research.

AI AgentContact for Pricing47% direct

11

Cue by Manus

101.4K/mo

SpecialistProvides personal agents with dedicated communication tools, but centers on individualized assistant workflows.

AI AgentContact for Pricing+87.7%

12

ChainGPT

71.2K/mo

Blockchain AI suite for crypto research, smart contracts, and Web3 automation

AI CryptoFreemium43% direct

ChainGPT homepage showing the Web3 AI chatbot and blockchain AI tool suite

Visit

ChatGPT

6B/mo+2.2%

Official

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

AI Chatbot73% direct

Freemium

Visit

Claude

1.3B/mo+23.8%

Official

Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.

AI Assistant72% direct

Freemium

Visit

Muse

45.8M/mo+228.3%

Official

Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research.

AI Agent60% direct

Contact for Pricing

Visit

Hermes-Agent

3.6M/mo