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, choose Manus when your goal is to turn a product idea or Figma/text description into a complete full-stack website/app quickly—with built-in backend (database, logins), Stripe-ready subscriptions, notifications, SEO, and exportable code you can deploy on a custom domain—without needing engineering resources. Choose OpenClaw when your goal is ongoing automation and “agent-as-a-coworker” productivity: it remembers across sessions, runs background/cron tasks, integrates with messaging (Discord/Telegram/WhatsApp) and work tools (Gmail/calendar/files), can drive coding workflows by running tests and opening PRs, and supports MCP plus an open-source, hybrid/self-hosting style.
Choose Manus if...
- +Choose Manus if you want to generate and ship a production-ready full-stack web app/internal tool from plain-English—especially when you need backend essentials like a built-in database, login flows, and customer payments via Stripe subscriptions (including a Stripe sandbox).
- +Choose Manus if your priority is launching straightforward business sites quickly (dashboards, landing/marketing pages, lead capture flows) with built-in features like real-time notifications for signups/form submissions, AI SEO optimization, page-views/engagement tracking, and lead collection stored in its internal database.
- +Choose Manus if you want an end-to-end website/app output that you can directly export as a full codebase, deploy on a custom domain, and collaborate via share permissions with version history/rollback—i.e., less “agent automation,” more “generate the product.”
- +Choose Manus if you’re starting from text or can provide a reference/Figma design and want a conversation-based workflow that also wires up integrations (LLM, maps, notifications, file storage, data APIs, voice-to-text, image generation) as part of the generated app.
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent personal/team assistant that remembers context across sessions and can run tasks in the background on a schedule (cron-style), rather than generating a web app from scratch.
- +Choose OpenClaw if you want agentic automation across your existing tools—especially messaging-based workflows in Discord/Telegram/WhatsApp and integrations with Gmail, calendar, and files—so it can act like a coworker who keeps working after you send a request.
- +Choose OpenClaw if you’re a developer looking for workflow automation that can run tests and open pull requests in coding workflows, and you prefer it to be extensible via “skills” and integrations (plus it supports MCP per the product details).
- +Choose OpenClaw if you want flexibility in deployment (hybrid, including self-hosting/on-prem mentioned in reports) and open source control for an assistant platform that can also operate on your own machine via computer control.