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 |
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
Choose Manus when your goal is to ship a production-ready full-stack website or internal/customer app from a plain-English (or Figma-reference) description—especially if you need built-in backend/database, login flows, Stripe sandbox subscriptions, SEO optimization, and real-time notifications/leads without engineering bandwidth. Choose OpenClaw when you want a persistent assistant that remembers context across sessions and can run scheduled background work across your existing tools—particularly if you need messaging-channel automation (Discord/Telegram/WhatsApp), developer actions like running tests/opening PRs, and integration/control via MCP with hybrid/on-prem-friendly deployment.
Choose Manus if...
- +You need to go from a plain-English description to a working full-stack web app (including a built-in database/backend), especially for straightforward products like dashboards, landing pages, lead-collection flows, or internal tools—Manus is built to generate the app end-to-end rather than just help you draft code.
- +You want built-in “business app” plumbing out of the box: login flows plus Stripe sandbox products/subscriptions, AI-powered SEO optimization, real-time signup/form notifications, and lead capture stored/managed in its internal database—use Manus when you’re trying to ship a SaaS/marketing workflow quickly without engineering to wire everything.
- +You prefer an exportable production codebase and faster iteration (version history/rollback, share permissions, custom domains, plus a visual design edit mode), and you’re okay with a cloud, fully autonomous system rather than delegating actions yourself step-by-step.
- +You’re leveraging a design starting point (prompting or importing a reference/Figma design) and want Manus to generate/configure integrations like LLMs, maps, notifications, file storage, data APIs, voice-to-text, and image generation as part of the app build.
Choose OpenClaw if...
- +You want a persistent, memory-capable AI coworker that can keep context across sessions and take ongoing background actions—OpenClaw is designed for autonomous task execution with cron-style scheduling and “acts across connected tools,” not just generating a website.
- +You need developer workflow automation where the assistant can run tests and open pull requests, and you want it to coordinate via an ecosystem of extensible skills/integrations—OpenClaw’s skill-based extensibility and semi-autonomous agent behavior fit this use case.
- +You want messaging-based operational help through tools like Discord/Telegram/WhatsApp and integrations like Gmail, calendar, and files—choose OpenClaw when your work is primarily communication/ops and you want the assistant working in those channels.
- +You want more control/flexibility for deployment and integrations: OpenClaw supports hybrid deployment and is open source, and it explicitly supports MCP—choose it when you need to integrate with your own tool stack or run something self-hosted/on-prem.