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 | Fully autonomous | 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: it is designed to create and launch full-stack sites and business apps with backend, database, authentication, payments, lead handling, and web-growth tooling included. Choose OpenClaw when the deliverable is ongoing agent work across your existing tools: it is better suited to a memory-equipped assistant you message through chat platforms, schedule for recurring work, connect to services and machines, and extend or self-host for automation and coding workflows.
Choose Manus if...
- +Choose Manus if you want to turn a product idea, reference site, or Figma design into a deployable full-stack website or internal app through a plain-English, conversation-based build workflow.
- +Choose Manus if you need application-building components configured for you, such as a built-in database and backend, login flows, Stripe sandbox subscriptions, and integrations for maps, notifications, storage, data APIs, or LLMs.
- +Choose Manus if your immediate goal is launching a customer-facing SaaS, landing page, lead-capture site, dashboard, portfolio, or marketing site with custom domains, SEO assistance, analytics, and signup/form notifications.
- +Choose Manus if you need to hand off or continue development outside the platform, since it can export the full codebase and provides version history, rollback, collaboration permissions, and a visual design-edit mode.
Choose OpenClaw if...
- +Choose OpenClaw if you need a persistent personal or team agent that retains context across sessions and can keep executing work in the background rather than primarily generating a web application.
- +Choose OpenClaw if you want to interact with an assistant from Discord, Telegram, or WhatsApp and have it work across connected Gmail, calendar, files, or a connected computer.
- +Choose OpenClaw if recurring automation is central to the job—for example, cron-style scheduled tasks, operational routines, personal-life automation, or checking metrics without having to initiate each task manually.
- +Choose OpenClaw if you need an extensible, self-hostable agent for developer or internal workflows, including skills and integrations, computer control, running tests, and opening pull requests.