Side-by-side comparison
Manus vs OpenClaw
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Side-by-side comparison based on our agenticness evaluation framework
At a glance
Quick Facts
| Feature | Manus | OpenClaw |
|---|---|---|
| Category | Coding Agents | General-Purpose AI Agents |
| Deployment | Cloud-hosted | Hybrid (cloud + self-hosted) |
| Autonomy Level | -- | Semi-autonomous |
| Model Support | Multi-model | Multi-model |
| Open Source | No | Yes |
| MCP Support | No | Yes |
| Team Support | Individual only | Small team |
| Pricing Model | Freemium | Freemium |
| Interface | gui, chat | chat, api |
36-point evaluation
Agenticness
11/36
Guided Assistant
Manus
20/36
Domain Specialist
OpenClaw
Dimension Breakdown (0-4 each)
Action Capability
Manus
2
OpenClaw
3
Autonomy
Manus
2
OpenClaw
3
Planning
Manus
2
OpenClaw
3
Adaptation
Manus
1
OpenClaw
3
State & Memory
Manus
2
OpenClaw
3
Reliability
Manus
0
OpenClaw
0
Interoperability
Manus
1
OpenClaw
1
Safety
Manus
1
OpenClaw
1
Scores from our agenticness evaluation framework. Higher is more autonomous.
Features & Use Cases
Manus
Features
- Generates full-stack web apps from a plain-English prompt
- Supports internal tools and customer-facing websites
- Includes a built-in database and backend
- Configures login flows
- Sets up Stripe sandbox products and subscriptions
- Provides built-in integrations for LLMs, databases, maps, notifications, file storage, data APIs, voice-to-text, image generation, and Stripe
- Offers AI-powered SEO optimization
- Tracks page views, visitors, and engagement trends
Use Cases
- Building an internal sales analytics dashboard connected to CRM data
- Launching a landing page or marketing site without engineering help
- Creating a SaaS app with logins, databases, and subscriptions
- Setting up a lead capture site with notifications and form management
- Prototyping a portfolio, blog, or link-in-bio page quickly
OpenClaw
Features
- Persistent memory across sessions and agents
- Chat-based interaction through messaging platforms
- Background task execution and cron-style scheduling
- Integration with services like Gmail, calendar, and files
- Computer control for actions on a connected machine
- Skill-based extensibility
- Can run tests and open pull requests in coding workflows
- Self-hosting/on-prem deployment mentioned in user reports
Use Cases
- Personal productivity assistant that remembers context across conversations
- Developer workflow automation such as running tests and opening PRs
- Team or company assistant for recurring operational tasks
- Messaging-based assistant in Discord, Telegram, or WhatsApp
- Home or personal-life automation, such as checking metrics or controlling connected devices
Pricing
Manus
Pricing not publicly available
OpenClaw
Pricing not publicly available
Analysis
Our Verdict
Choose Manus when the deliverable is a production-ready web product—particularly a marketing site, internal dashboard, lead workflow, or subscription SaaS—with built-in app infrastructure and launch-oriented capabilities. Choose OpenClaw when the deliverable is ongoing autonomous assistance: a memory-equipped agent you message through chat platforms that can schedule work, operate across connected accounts and machines, and support extensible developer or operational automations.
Choose Manus if...
- +Choose Manus if you need to turn a product idea, Figma design, or reference site into a deployable full-stack website or internal app, including the frontend, database, and backend.
- +Choose Manus if you are launching a business-facing experience such as a landing page, lead-capture flow, sales dashboard, or SaaS product with login and Stripe sandbox subscriptions.
- +Choose Manus if marketing operations matter alongside app creation: it includes AI SEO optimization, visitor and engagement tracking, lead management, and real-time signup or form-submission notifications.
- +Choose Manus if you want to retain ownership and flexibility after generation through full codebase export, custom domains, version history/rollback, collaboration permissions, and visual design edits.
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent, chat-based assistant that remembers context and carries out work across conversations rather than a tool for generating a website.
- +Choose OpenClaw if your work starts in Discord, Telegram, or WhatsApp and requires actions across connected Gmail, calendar, files, or a connected computer.
- +Choose OpenClaw if you need recurring or long-running automation, such as cron-style scheduled tasks, operational routines, personal metrics checks, or home-device workflows.
- +Choose OpenClaw if you need developer-task automation such as running tests and opening pull requests, or want to extend an assistant with skills, MCP, and self-hosted/on-prem deployment options.