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 |
32-point evaluation
Agenticness
11/32
Guided Assistant đź’¬
Manus
16/32
Adaptive Collaborator 🤝
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
2
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
If your goal is to turn an idea into a working product with backend functionality, pick Manus: it’s designed to generate full-stack web apps from plain English (or reference/Figma), including a built-in database, login flows, Stripe sandbox/subscriptions, and integrations/notifications, with exportable code and version rollback—ideal for launching internal dashboards, SaaS tools, or lead-capture/marketing flows fast. If your goal is ongoing task automation with memory, choose OpenClaw: it acts across connected services (Discord/Telegram/WhatsApp, Gmail/calendar/files), can run background/cron-style work, supports developer actions like running tests and opening PRs, and offers more extensibility plus MCP support and hybrid deployment options.
Choose Manus if...
- +Choose Manus if you want to go from a plain-English description or a reference/Figma import to a production-ready full-stack web app (including backend pieces) with logins, a built-in database, and integrations like Stripe subscriptions—so you can ship internal tools, dashboards, or customer-facing SaaS quickly without engineering resources.
- +Choose Manus if your project is primarily “app building” (landing/marketing pages, lead capture with notifications, analytics dashboards) and you benefit from its full-stack code export, visual design edit mode, version history/rollback, and SEO optimization in one workflow.
- +Choose OpenClaw if you want an AI coworker that keeps working over time: persistent memory across sessions plus background task execution/cron scheduling to handle recurring actions in your connected tools.
- +Choose OpenClaw if your priority is automation across communication and work systems (e.g., acting in Discord/Telegram/WhatsApp, using Gmail/calendar/files) and developer workflow assistance like running tests and opening pull requests.
- +Choose OpenClaw if you need extensibility and deployment flexibility (skill-based extensions, MCP support, and the option to run on your own machine/on-prem via hybrid deployment).
Choose OpenClaw if...
- +Choose OpenClaw if you want an AI coworker that keeps working over time: persistent memory across sessions plus background task execution/cron scheduling to handle recurring actions in your connected tools.
- +Choose OpenClaw if your priority is automation across communication and work systems (e.g., acting in Discord/Telegram/WhatsApp, using Gmail/calendar/files) and developer workflow assistance like running tests and opening pull requests.
- +Choose OpenClaw if you need extensibility and deployment flexibility (skill-based extensions, MCP support, and the option to run on your own machine/on-prem via hybrid deployment).