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 | -- | 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
10/36
Guided Assistant
Manus
19/36
Domain Specialist
OpenClaw
Dimension Breakdown (0-4 each)
Action Capability
Manus
3
OpenClaw
4
Autonomy
Manus
2
OpenClaw
3
Planning
Manus
1
OpenClaw
2
Adaptation
Manus
0
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 customer-facing site or working business application: it is designed to generate and launch full-stack products with built-in backend, authentication, billing setup, analytics, lead handling, and code export. Choose OpenClaw when the deliverable is ongoing agent-driven work rather than a web app—especially a memory-equipped assistant that operates through messaging, schedules background tasks, connects to your accounts and files, controls a machine, or automates coding and operational workflows.
Choose Manus if...
- +Choose Manus if you need to turn a product idea, Figma design, or reference into a deployable full-stack website or internal app—such as a dashboard, landing page, SaaS product, or lead-capture flow—without relying on engineering resources.
- +Choose Manus if the app itself needs built-in product infrastructure: a database and backend, login flows, Stripe sandbox subscriptions, custom domains, and integrations for capabilities such as maps, storage, notifications, data APIs, or AI features.
- +Choose Manus if marketing and launch operations are central to the project, including AI-assisted SEO, page-view and engagement tracking, signup/form notifications, and an internal lead-management database.
- +Choose Manus if you want to retain ownership and flexibility of the generated application through full codebase export, visual design edits, version history/rollback, and collaboration permissions.
Choose OpenClaw if...
- +Choose OpenClaw if you need a persistent assistant you can message through Discord, Telegram, or WhatsApp that remembers context and continues handling work across sessions.
- +Choose OpenClaw if the primary goal is automating recurring work across connected personal or business systems, such as Gmail, calendars, files, scheduled cron-style tasks, or operational checklists.
- +Choose OpenClaw if you want an agent that can act on a connected computer or support developer workflows by running tests and opening pull requests.
- +Choose OpenClaw if self-hosting/on-premises operation, MCP support, and extending the assistant with skills and integrations matter for your environment.