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
Pick Manus when your goal is to go from a plain-English description (or Figma import) to a deployable full-stack web product—complete with database/back end, logins, Stripe subscriptions, SEO, analytics, and notifications—so product teams can ship internal tools or customer-facing apps with minimal engineering. Pick OpenClaw when you want an always-on personal/ops assistant that remembers what you’ve told it, runs background and scheduled tasks across connected services (Gmail/calendar/files and chat platforms like Discord/Telegram/WhatsApp), and can automate dev workflows like running tests and opening PRs—especially if you want MCP support and the option to self-host.
Choose Manus if...
- +Choose Manus if you want to describe an app in plain English (or import a Figma reference) and quickly generate a production-ready full-stack web app—including a built-in database, login flows, and backend integrations—so you can ship dashboards, lead-capture flows, and SaaS-style products (e.g., Stripe subscriptions) without engineering bandwidth.
- +Choose Manus if your priority is customer-facing delivery features out of the box: AI-powered SEO optimization, real-time notifications for signups/form submissions, page-views/visitor/engagement tracking, and the ability to export the full codebase and roll back via version history when you need to iterate safely.
- +Choose Manus if you want an agentic website builder workflow that can configure integrations (LLMs, maps, notifications, file storage, data APIs, voice-to-text, image generation, Stripe) and let collaborators work via share permissions—while still producing a deployable site on a cloud hosting setup with custom domains.
- +Choose OpenClaw if you want a persistent, coworker-like assistant that can remember context across sessions and run tasks in the background (including cron-style scheduling) after you connect it to tools like Gmail, calendar, and files.
- +Choose OpenClaw if your use case is action across messaging and systems—e.g., controlling workflows through chat in Discord/Telegram/WhatsApp—and you want it to extend via skills/integrations, with options for self-hosting/on-prem when needed.
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent, coworker-like assistant that can remember context across sessions and run tasks in the background (including cron-style scheduling) after you connect it to tools like Gmail, calendar, and files.
- +Choose OpenClaw if your use case is action across messaging and systems—e.g., controlling workflows through chat in Discord/Telegram/WhatsApp—and you want it to extend via skills/integrations, with options for self-hosting/on-prem when needed.
- +Choose OpenClaw if you’re focused on developer operations automation: it can run tests and open pull requests in coding workflows, and because it supports MCP and is open source, it’s a better fit for custom agent integrations and building/maintaining your own extension layer.