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 |
32-point evaluation
Agenticness
11/32
Guided Assistant
Manus
16/32
Adaptive Collaborator
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
2
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
If your goal is to rapidly generate and ship a full-stack product with backend components (database, auth/login, Stripe subscriptions, notifications, and an exportable codebase), pick **Manus**; it’s optimized for plain-English-to-app workflows and common business SaaS/lead-capture/dashboards. If your goal is a persistent “coworker” agent that remembers context, runs tasks on a schedule, and can execute actions across messaging and productivity tools—or automate dev workflows like running tests and opening PRs—pick **OpenClaw**, especially since it’s designed for semi-autonomous background work and offers open-source + MCP support for extensibility and integration.
Choose Manus if...
- +Choose **Manus** if you want to go from a plain-English description (or a Figma reference) to a **production-ready full-stack web app** quickly—especially when you need backend essentials included out of the box (built-in database, login flows, and exportable codebase).
- +Choose **Manus** if your project is business-focused and “app-like” (dashboards, SaaS tools, landing/lead-collection flows) and you want built-in capabilities such as **Stripe sandbox subscriptions**, AI SEO optimization, real-time signup/form notifications, and lead collection managed in an internal database.
- +Choose **Manus** if you’d like an AI workflow that feels more “agentic” for building than typical drag-and-drop builders—i.e., it can generate/configure integrations (LLMs, databases, maps, file storage, data APIs, voice-to-text, image generation) and then provide **version history/rollback** plus **custom domain** support.
Choose OpenClaw if...
- +Choose **OpenClaw** if you want an assistant that can **keep working in the background** with **persistent memory across sessions** and can act via chat in tools like Discord/Telegram/WhatsApp (and systems like Gmail and calendar) after you connect your accounts.
- +Choose **OpenClaw** if you’re focused on developer/power-user automation rather than shipping a website from scratch—e.g., it can **run tests and open pull requests** as part of coding workflows, and it supports **skill-based extensibility** for ongoing task execution.
- +Choose **OpenClaw** if you need more control and extensibility options: it supports **MCP**, is **open source**, and can run in a **hybrid** setup (including on your own machine or hosted), which is often important for privacy or customization.