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 your core goal is shipping a full-stack web product or internal tool fast from a plain-English description—especially when you want it to generate the backend, login flows, a built-in database, and Stripe subscription scaffolding with real code export and versioning. Choose OpenClaw when your core goal is an assistant that keeps working after the initial message—using persistent memory, background scheduling, and integrations (messaging, Gmail/calendar/files, plus computer control) to automate recurring personal/team tasks and developer workflows like running tests and opening pull requests, ideally with hybrid/self-hosting and MCP support.
Choose Manus if...
- +You need to turn plain-English requirements into a working full-stack website or internal app quickly—Manus is built specifically to generate production-ready web apps with backend pieces included, not just a chat response.
- +You want built-in product features out of the box for a typical business SaaS workflow—e.g., logins/auth flows plus a built-in database, Stripe sandbox subscriptions, and integrations for things like notifications, file storage, maps, and data APIs.
- +You’d rather export real code and ship—Manus emphasizes generating and exporting the full codebase, with version history/rollback and the ability to set up a custom domain, which fits teams trying to move from prototype to something maintainable.
Choose OpenClaw if...
- +You want a persistent coworker-like AI that remembers across sessions and can run tasks in the background—OpenClaw’s persistent memory plus cron-style scheduling fits ongoing operational or personal productivity work.
- +You need agentic automation across your existing accounts and tools—OpenClaw can integrate with Gmail/calendar/files and can perform computer-control actions on a connected machine, making it suited for recurring workflows rather than “build a web app.”
- +You’re doing developer ops/coding tasks where the agent should actively operate on repositories—OpenClaw explicitly supports skills that can run tests and open pull requests, and it supports MCP while also being open source and available via hybrid (self-host/on-prem or cloud) deployment.