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
In practice, pick Manus when your goal is to launch a functioning full-stack website/app fast from a natural-language spec—complete with database, auth, integrations, Stripe flows, analytics, and code export/versioning—so you can ship business products (dashboards, lead capture, SaaS landing pages) without dedicated engineering. Pick OpenClaw when you want an autonomous assistant that lives in your communications and tools, keeps memory across sessions, runs scheduled background work, and can act in real workflows like checking email/calendar/files or driving developer actions (running tests and opening PRs), especially if you value MCP support and an open-source/hybrid deployment option.
Choose Manus if...
- +Choose Manus if you want to describe a full web app (internal tools or customer-facing sites) in plain English and get a production-ready site with backend included—complete with a built-in database, login flows, and common commerce features like Stripe sandbox subscriptions.
- +Choose Manus if your priority is shipping marketing/lead-capture or SaaS-style workflows quickly (e.g., landing pages, dashboards, lead collection with real-time notifications for signups and form submissions, plus built-in LLM/DB/maps/notifications/file-storage integrations).
- +Choose Manus if you want to keep control of the implementation without starting from scratch because it can export the full codebase, support version history/rollback, and let you iterate via a conversation workflow (optionally starting from a reference or Figma design).
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent, message-driven AI assistant that remembers context across sessions and can keep working in the background (background tasks plus cron-style scheduling).
- +Choose OpenClaw if you’re focused on operational/personal automation or team workflows that span existing tools—especially messaging apps like Discord/Telegram/WhatsApp and systems like Gmail, calendar, and files—rather than generating a full web app from scratch.
- +Choose OpenClaw if you need developer-agent behaviors like running tests and opening pull requests, with extensibility through skills/integrations and support for MCP; also consider it if you prefer an open-source or hybrid (self-host/on-prem) deployment model.