Manus AI vs. Muse Comparison


Manus AI 5.0 out of 5 stars	Muse Meta 4.0 out of 5 stars
Learn More about Manus AI Update Features for Manus AI	Learn More about Muse Update Features for Muse	Add To Compare	Add To Compare

Manus AI	Muse
		Related Products Retool Securely deploy vibe-coded apps in one governed platform. Build in Retool, import from tools like Claude Code, Replit, or Lovable, or connect via MCP. However your team builds, every app ships safely, with governance built in. People across your organization are already vibe-coding internal tools with no SSO, no RBAC, no audit logs, and no connection to your existing data controls. Retool is where secure vibe coding happens by default. Build from scratch, import an app from another AI builder, or connect an agent via MCP — governance lives in the platform, not in each individual app. 4.6 out of 5 stars 608 Ratings Visit Website for Retool Google AI Studio Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use natural language to quickly turn ideas into working AI applications. The platform reduces friction by generating functional apps that are ready for deployment with minimal setup. Built-in integrations like Google Search enhance real-world use cases. Google AI Studio also centralizes API key management, usage monitoring, and billing. It offers a fast, intuitive path from prompt to production powered by vibe coding workflows. 4.8 out of 5 stars 42 Ratings Visit Website for Google AI Studio StackAI StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large, regulated organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls • Publish AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing • Deploy in multi-tenant cloud, dedicated cloud, private cloud, or on-premise 4.5 out of 5 stars 55 Ratings Visit Website for StackAI Gemini platform Gemini platform is an enterprise AI development and machine learning platform from Google Cloud that enables organizations to build, customize, deploy, and manage AI agents and intelligent applications. Formerly known as Vertex AI, the platform provides access to more than 200 foundation models from Google, third-party providers, and open-source communities. Its Agent Studio and Agent Development Kit allow developers to create autonomous agents, design multistep workflows, and integrate artificial intelligence with enterprise data and external tools. The platform also supports custom model training, fine-tuning, machine learning pipelines, model evaluation, and scalable inference infrastructure. Enterprise capabilities include agent identity management, centralized governance, security policies, persistent memory, and monitoring tools for evaluating agent performance. Gemini platform integrates with BigQuery, Google Antigravity, Google Cloud infrastructure, and developer frameworks to support generative AI applications, predictive analytics, and automated business workflows. 4.3 out of 5 stars 1,178 Ratings Visit Website for Gemini platform Jotform Trusted by over 25 million users, Jotform is an all-in-one, no-code platform that simplifies data collection, automation, and online sales. Using its drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, payments, and e-signatures. With 10,000+ templates and advanced features like conditional logic and 200+ integrations, Jotform streamlines workflows. Jotform's AI-powered Agents provide real-time customer support, guiding users through form submissions, answering questions, and ensuring a smooth experience while reducing manual intervention. These AI agents learn from interactions to improve responses, enhancing efficiency and customer satisfaction. The platform also includes a Store Builder to sell products and services, accept payments through 30+ gateways, and tools like Approvals and Report Builder to automate workflows and generate actionable insights. Jotform App Builder for ChatGPT and Claude is an AI-powered no-code application builder that enables users to create, customize, publish, and manage applications through natural language conversations. The platform integrates Jotform Apps with ChatGPT and Claude, allowing users to turn ideas discussed with an AI assistant into functional applications without traditional programming. 4.6 out of 5 stars 9,009 Ratings Visit Website for Jotform Adobe Firefly Adobe Firefly is an AI-powered creative platform that enables users to generate and edit images, videos, and other media using simple text prompts. It provides an intuitive workspace where users can create content on an infinite canvas and experiment with different creative ideas. The platform includes tools for editing images, generating videos, and applying effects like generative fill. Users can also access quick actions such as background removal, resizing, and media conversion. Firefly allows creators to remix and build upon community-generated content for inspiration. With its easy-to-use interface, it simplifies complex creative workflows. Overall, Adobe Firefly empowers users to produce high-quality visual content quickly and efficiently. Features include: - Text to Video - Text to Image - Generate Sound Effects - Translate Video - Image to Video - Firefly Boards - Generative Match - Text to Avatar 4.3 out of 5 stars 25,057 Ratings Visit Website for Adobe Firefly LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 4.8 out of 5 stars 29 Ratings Visit Website for LM-Kit.NET Forethought Forethought delivers the world’s most advanced AI Agents built to think, act, and get smarter with every interaction. No matter the question, “Where’s my refund?”, “How do I update my plan?” or “Why isn’t this working?” - there’s a purpose-built AI Agent ready to help. From chat to voice to SMS, every conversation gets a smart, personalized response powered by your policies, tone, and data. This isn’t just plug-and-play automation. It’s AI with a strategic plan. Forethought helps businesses roll out a multi-agent system across the entire customer experience. With Forethought, your teams can stop piecing together tools and start running a smarter, faster operation. One that delights customers every step of the way. 4.3 out of 5 stars 166 Ratings Visit Website for Forethought BAND BAND builds enterprise-grade interaction infrastructure for distributed AI agents. Its platform enables real-time, multi-peer collaboration across agents and humans, while providing a runtime control plane that enforces policy, authority boundaries, and visibility across heterogeneous systems. BAND supports developers, engineering teams, and enterprise platform leaders operating multi-agent ecosystems across internal systems, SaaS platforms, and partner environments. 5.0 out of 5 stars 3 Ratings Visit Website for BAND Pipefy Pipefy is the AI-driven Business Orchestration and Automation Technologies (BOAT) platform that delivers enterprise results in days, not months. Designed as a secure orchestration layer, Pipefy bridges the gap between rigid legacy systems (ERPs/CRMs) and agile business needs. It allows IT teams to centralize disparate processes under a single control plane, eliminating Shadow IT through an Adaptive Governance framework. Key Capabilities: • Process Orchestration: Manage complex, non-linear workflows across departments without replacing core systems. • Enterprise iPaaS: Native connectors for the main systems of records to unify data silos. • Agentic AI: Deploy autonomous AI agents for document analysis and task execution using a BYOLLM (Bring Your Own LLM) engine. • Security: SOC2 Type II and ISO 27001 certified with granular RBAC. Empower your team to modernize operations and reduce the development backlog with Pipefy. 4.6 out of 5 stars 594 Ratings Visit Website for Pipefy
Manus AI: About Manus is a versatile general AI agent that bridges the gap between thought and action, seamlessly executing tasks in both professional and personal contexts. From data analysis and travel planning to educational material creation and stock insights, Manus helps users get things done while they focus on other priorities. With its ability to perform complex research, design interactive presentations, and analyze market trends, Manus is designed to improve productivity and efficiency. It also generates clear, actionable insights, making it an essential tool for professionals and individuals seeking to simplify their workflows and gain deeper insights. Manus Desktop with the “My Computer” capability enables an AI agent to operate directly on a user’s local machine rather than being confined to the cloud. It interacts with files, applications, and development environments through command line execution, allowing seamless control over local workflows.	Muse: About Meta Muse is a personal AI agent designed to complete tasks across different parts of a user’s daily life through conversation and connected apps. It runs on a persistent secure virtual machine with its own browser, allowing it to navigate websites, book appointments, fill out forms, handle customer service tasks, and complete other web-based workflows. Users can interact with Muse through its mobile app or WhatsApp and can connect services such as email, calendars, and Instagram. The agent can create plans around user goals, track progress, make suggestions, and continue working on assigned tasks over time. Sensitive actions such as sending emails or making purchases can require user approval, and Muse provides an audit trail showing completed and planned actions. Meta positions Muse as a privacy-focused personal agent with secure credential storage, one-time payment card support, and controls designed to keep users in charge of what the agent does.
Manus AI: Platforms Supported Windows Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported	Muse: Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported
Manus AI: Audience Manus is ideal for professionals, researchers, and businesses seeking an AI-powered assistant to automate tasks, perform in-depth analysis, and improve productivity across a variety of industries	Muse: Audience Consumers who want a personal AI agent that can handle online tasks, coordinate connected apps, track goals, and take approved actions on their behalf
Manus AI: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Muse: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
Manus AI: API Offers API Supported	Muse: API Offers API Not Supported
Manus AI: Screenshots and Videos View more images or videos	Muse: Screenshots and Videos View more images or videos
Manus AI: Pricing $20/month Free Version Supported Free Trial Supported	Muse: Pricing Free Free Version Supported Free Trial Not Supported
Manus AI: Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Muse: Reviews/Ratings Overall 4.0 / 5 ease 4.0 / 5 features 4.0 / 5 Read all reviews
Manus AI: Pros & Cons from Real Users Pros I’ve just started using Manus, and I’m already impressed by how it handles tasks. It’s an AI agent that doesn’t just assist but delivers results, which makes it feel more like a real assistant. The platform’s ability to analyze data and produce actionable insights is remarkable. For example, when I needed a detailed analysis of a stock, Manus not only delivered the data but presented it in a visually appealing dashboard. It’s also great for managing research tasks, such as comparing insurance policies or creating custom travel itineraries. Cons While Manus is powerful, it does take a little time to fully understand all of its capabilities. The interface, while clean, can feel overwhelming at first because there are so many features to explore. I also wish there were more straightforward tutorials for beginners, though the support team is very responsive and helpful.	Muse: Pros & Cons from Real Users Pros It is meant to take action, work across apps and websites, and help move longer-term goals forward instead of only answering questions. The private cloud computer idea is a big deal. If an agent is going to browse, shop, schedule, and use personal accounts, privacy and permissions have to be built into the product from the start. Meta says Muse Confidential VM is designed to prevent even Meta from accessing the data inside that environment. Cons The main downside is trust. A personal AI agent that can act across the web needs very clear controls, logs, confirmations, and limits. I would start with low-risk tasks before giving it access to anything sensitive.
Manus AI: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Muse: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Manus AI: Company Information Manus AI Founded: 2022 Singapore manus.im/	Muse: Company Information Meta Founded: 2004 United States ai.meta.com/muse/
Manus AI: Alternatives Google AI Studio Google 4.8 out of 5 stars	Muse: Alternatives Perplexity Computer Perplexity AI 5.0 out of 5 stars
Manus AI: Perplexity Computer Perplexity AI 5.0 out of 5 stars	Muse: Claude Duet Anthropic
Manus AI: Viktor Viktor.com 5.0 out of 5 stars	Muse: Grok Bot SpaceXSI 5.0 out of 5 stars
Manus AI: BLACKBOX AI 5.0 out of 5 stars	Muse: Muse for Small Business Meta 5.0 out of 5 stars
Manus AI: ChatGPT OpenAI 4.7 out of 5 stars View All	Muse: Muse Code Meta 5.0 out of 5 stars View All
Manus AI: Categories Agentic AI Supported AI Agent Builders Supported AI Agents Supported AI Assistants Supported AI Automation Supported AI Code Generators Supported AI Coding Agents Supported AI Coding Assistants Supported AI Computer Use Agents (CUA) Supported AI Design Supported AI Presentation Makers Supported AI Research Tools Supported AI Video Generators Supported	Muse: Categories AI Agents Supported AI Assistants Supported

Manus AI: Integrations Gmail Supported Slack Supported Air Lift Supported Asana Not Supported Box Not Supported Canva Not Supported DeepCell Supported Facebook Not Supported Gemini 3 Pro Supported Google Chrome Not Supported Granola Not Supported Muse Spark 1.3 Not Supported Muse Wonder Not Supported PromptDC Supported Snippets AI Supported SoMin Supported Ticketmaster Not Supported Tincan Not Supported Totem Not Supported Vity Supported Show More Integrations View All 17 Integrations	Muse: Integrations Gmail Supported Slack Supported Air Lift Not Supported Asana Supported Box Supported Canva Supported DeepCell Not Supported Facebook Supported Gemini 3 Pro Not Supported Google Chrome Supported Granola Supported Muse Spark 1.3 Supported Muse Wonder Supported PromptDC Not Supported Snippets AI Not Supported SoMin Not Supported Ticketmaster Supported Tincan Supported Totem Supported Vity Not Supported Show More Integrations View All 38 Integrations
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