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 geared toward generating and launching full-stack sites and business apps with app-specific infrastructure such as authentication, databases, payments, lead capture, analytics, and SEO. Choose OpenClaw when the deliverable is autonomous ongoing work across your tools: it acts as a persistent, messaging-based assistant that can execute scheduled tasks, work with services and a connected computer, and support extensible developer or operational automations.
Choose Manus if...
- +Choose Manus if you need to turn a plain-English product idea, reference site, or Figma design into a deployable full-stack website or internal app, rather than automate work across your existing tools.
- +Choose Manus if you are launching a customer-facing SaaS, marketing site, dashboard, or lead-capture flow that needs built-in database/back-end capabilities, login flows, and Stripe sandbox subscriptions.
- +Choose Manus if your go-to-market workflow benefits from website-specific capabilities such as AI SEO optimization, visitor and engagement analytics, lead management, signup/form notifications, custom domains, and visual design edits.
- +Choose Manus if you want to retain and export the generated application codebase while using version history, rollback, and share permissions to collaborate on the product.
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent assistant you can message through Discord, Telegram, or WhatsApp and have it remember context between conversations.
- +Choose OpenClaw if the work is ongoing operational automation—such as handling Gmail, calendar, files, recurring cron-style tasks, or actions on a connected computer—rather than building a new web application.
- +Choose OpenClaw if you need developer-agent workflows such as running tests and opening pull requests, or want to extend the assistant with skills and MCP-connected integrations.
- +Choose OpenClaw if self-hosting or on-premises operation is important, or if you want an assistant that can support personal, home, and company workflows across local and cloud-connected systems.