Side-by-side comparison
Manus vs OpenClaw
vs
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
Pick Manus when your goal is to generate a complete full-stack website or internal app from plain English (or Figma/reference), including backend features like a built-in database, login, Stripe subscriptions, notifications, and exportable code with versioning—so you can ship business products fast without engineering resources. Pick OpenClaw when you want an always-on coworker-style assistant with persistent memory and background execution that can message you in platforms like Discord/Telegram/WhatsApp, work across Gmail/calendar/files, and take developer-oriented actions like running tests and opening PRs—especially if you want MCP integration, open-source flexibility, and hybrid/self-hosted deployment.
Choose Manus if...
- +Choose Manus if you want to go from a plain-English description (or an imported reference/Figma) to a production-ready full-stack web app—complete with backend like a built-in database, login flows, and integrations—without hiring engineering.
- +Choose Manus if your priority is shipping customer-facing or internal business apps quickly (dashboards, landing pages, SaaS tools, lead capture) and you specifically want built-in capabilities like Stripe sandbox subscriptions, real-time notifications for signups/form submissions, and AI SEO optimization.
- +Choose Manus if you need an end-to-end workflow that outputs and exports the full codebase for a web product you can run in the cloud, with collaboration features (share permissions), version history/rollback, and custom domain support.
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent, autonomous personal/team assistant that maintains memory across sessions and can perform background work (cron-style scheduling) rather than just answering in chat.
- +Choose OpenClaw if you want the assistant to act across your connected tools—especially messaging apps like Discord/Telegram/WhatsApp and services like Gmail, calendar, and files—and to control actions on a connected machine.
- +Choose OpenClaw if your workflow benefits from semi-autonomous engineering task automation (e.g., running tests and opening pull requests) and you want extensibility/interop—via skill-based extensions, open-source availability, and MCP support; also consider it if you prefer hybrid deployment (including self-hosting/on-prem).