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
Pick Manus when the job is to turn a plain-English app idea (or a Figma reference) into a working full-stack web product with its own database/backend, authentication, Stripe-ready billing, and production features like SEO optimization, analytics, lead capture, and exports/version rollback—ideal for launching business apps fast with minimal engineering. Pick OpenClaw when the job is ongoing task execution: a memory-enabled assistant that can run background jobs, act across messaging apps and services like Gmail/calendar/files, and support developer automation such as running tests and creating PRs—particularly strong if you want extensibility (skills), open-source control, MCP integration, and hybrid/self-hosted deployment.
Choose Manus if...
- +Choose Manus if you want to describe a web app in plain English (or import a reference/Figma) and get a production-ready full-stack website/internal app with an included backend database, login flows, and ready-to-use integrations like Stripe (sandbox products/subscriptions) and common services (maps, notifications, file storage, data APIs, voice-to-text, image generation).
- +Choose Manus if your priority is shipping business-facing products quickly—dashboards, SaaS tools, landing/lead-capture flows—with built-in capabilities like AI SEO optimization, real-time notifications for signups/form submissions, and built-in lead collection stored in its internal database.
- +Choose Manus if you want to export the generated full codebase and manage iteration safely with version history/rollback and collaboration via share permissions, rather than relying on an assistant to run tasks across your existing tools.
- +Choose Manus if you’re a small team or non-engineers who need a conversation-based “build it end-to-end” workflow (rather than a persistent assistant that performs background operations in your existing environment).
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent, semi-autonomous assistant with memory across sessions that can keep working in the background—e.g., recurring operational tasks, messaging-based check-ins, and long-running workflows scheduled via cron.
- +Choose OpenClaw if you want agentic execution across your connected accounts/tools (Gmail, calendar, files) and even computer control on a connected machine—useful for personal/home automation and multi-step actions that go beyond “generate text”.
- +Choose OpenClaw if you’re focused on developer workflow automation like running tests and opening pull requests, especially where skills/integrations and extensibility matter, and you may want self-hosting/on-prem options (hybrid deployment).
- +Choose OpenClaw if you need open-source flexibility and MCP support for extending how the assistant connects to other systems—without being locked into a single product workflow like a website builder.