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 goal is to turn plain-English requirements or a Figma/reference into a working full-stack web app—including database, login flows, Stripe subscriptions, lead capture, notifications, and exportable code—so non-engineering teams can ship real customer/internal products quickly. Pick OpenClaw when the goal is an always-on coworker-style agent that remembers across chats, runs background/cron tasks, and acts across your connected tools (messaging apps, Gmail/calendar/files) with developer-capable actions like running tests and opening PRs, especially if you want open-source flexibility and MCP-based integrations with a hybrid/self-hosting option.
Choose Manus if...
- +Choose Manus if you want to describe an app in plain English (or import a reference/Figma design) and get a production-ready full-stack website/internal app with backend components—Manus specifically generates the app plus a built-in database, login flows, and app integrations.
- +Choose Manus for business-focused launches where you need real product capabilities fast (dashboards, landing/lead-capture pages with form management and lead collection, and SaaS-style subscriptions); it also supports Stripe sandbox products/subscriptions and built-in notifications for signups/form submissions.
- +Choose Manus when you want an end-to-end website workflow that includes operational features like AI SEO optimization, page-view/engagement tracking, version history with rollback, exportable full codebase, and custom domains—so your team can take the generated code and iterate.
- +Choose Manus if you’re optimizing for an all-in-one “ship without engineering resources” approach rather than building automations across your existing tools; it’s designed as a cloud website/app builder with fully autonomous behavior.
Choose OpenClaw if...
- +Choose OpenClaw if you want a persistent, agentic assistant that remembers context across sessions and keeps working in the background—useful for ongoing personal/team operations, not just one-off generation.
- +Choose OpenClaw if your work is centered on connected services and messaging workflows (Discord/Telegram/WhatsApp plus Gmail/calendar/files), where you want the assistant to execute background tasks with cron-style scheduling and take actions via those integrations.
- +Choose OpenClaw for developer workflow automation where it can run tasks like tests and open pull requests, and for deeper customization via skill-based extensibility plus open-source flexibility and MCP support.
- +Choose OpenClaw if you prefer more control over deployment (it can run on your machine or be hosted in the cloud, and hybrid/self-hosting is mentioned) and you want a semi-autonomous agent rather than a fully autonomous code-and-build website generator.