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
9/36
Guided Assistant
Manus
17/36
Adaptive Collaborator
OpenClaw
Dimension Breakdown (0-4 each)
Action Capability
Manus
2
OpenClaw
3
Autonomy
Manus
2
OpenClaw
3
Planning
Manus
2
OpenClaw
2
Adaptation
Manus
0
OpenClaw
3
State & Memory
Manus
1
OpenClaw
3
Reliability
Manus
0
OpenClaw
0
Interoperability
Manus
1
OpenClaw
1
Safety
Manus
1
OpenClaw
0
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
Pick Manus when the deliverable is a working full-stack website or internal app you can generate from plain English (or Figma reference), with built-in database/auth, Stripe, SEO, analytics, and lead flows—then export the generated code if you need to take over. Pick OpenClaw when the deliverable is autonomous task execution over time in your day-to-day tools: a persistent assistant with cross-session memory that can act in messaging apps, schedule background work, and support developer workflows like running tests and opening PRs—especially if you need open-source customization, MCP support, or hybrid/self-hosting flexibility.
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/internal tool with built-in backend capabilities—Manus explicitly includes a built-in database, login flows, and full-stack code export so you’re not relying on assembling those components yourself.
- +Choose Manus if your priority is shipping business/product features quickly—e.g., Stripe sandbox products and subscriptions, lead capture with notifications, and “real” marketing/product plumbing like AI-powered SEO optimization and page-visit/engagement tracking—without hiring engineers to wire integrations.
- +Choose Manus if you want a web-based, conversation-driven app builder that you can collaborate on (share permissions, version history/rollback, custom domains) and still retain the option to export the full codebase for further development.
Choose OpenClaw if...
- +Choose OpenClaw if you’re looking for a persistent, messaging-first autonomous assistant with memory across sessions that can keep working in the background—useful for recurring tasks like coordinating with Gmail/calendar or doing ongoing operational follow-ups.
- +Choose OpenClaw if you want agentic developer workflow automation, such as running tests and opening pull requests, plus skill/integration extensibility (it’s designed as an agent that can act across connected tools rather than just generate web app code).
- +Choose OpenClaw if you care about control/portability: it’s open source and supports MCP, and it can run in a hybrid setup (including being able to run on your own machine per the description), which is a better fit for teams that want to integrate it into their own systems and customize behavior.