# Manus vs Tambo

Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. Tambo records 7,034 monthly visits with +3.7% growth and Freemium pricing.

| Metric | [Manus](https://openaitools.app/tool/manus) | [Tambo](https://openaitools.app/tool/tambo) |
| :--- | :--- | :--- |
| Website URL | https://manus.im | https://tambo.co |
| Categories | AI Assistant, AI Agent, AI Copilot | AI Developer Tools, Open Source AI Models, AI Agent, AI Copilot |
| Pricing Model | Free Trial | Freemium |
| Monthly Visits | 19,195,779 | 7,034 |
| MoM Growth Rate | -1.7% | +3.7% |
| Primary Market | Brazil | United States |
| Direct Visits | 10,563,180 | 2,775 |
| Review Score | 4.6 | 4.3 |
| Saved Count | 10 | 1 |
| Supported Platforms | Website | Website |

## Manus

Manus positions itself as an "action engine" rather than a chatbot. You describe an outcome, and the agent breaks it into steps, decides which tools to use, browses the web when it needs current information, and assembles the final deliverable in a cloud sandbox. Typical outputs include presentation decks, working websites and small games, generated images and video, and long-form research reports assembled through its Wide Research workflow.

The product ships as a mobile app (iOS and Android), a desktop app, and a browser extension, plus a web console with an API for programmatic use. A Slack integration lets teams dispatch tasks from chat, and workspace features such as team plans and SSO make it viable inside organizations rather than only for individuals. Because the agent runs asynchronously, a common pattern is to queue a task, walk away, and review the result later.

Pricing combines a free trial-style entry point with paid subscription tiers and a business plan; exact credit allowances and seats change over time, so confirm current terms on the official pricing page. The obvious trade-off is control: autonomous agents can misread intent or burn credits on the wrong approach, so clear briefs and intermediate review matter.

**Pricing & Plans:** Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page.

- **Autonomous task execution:** Give the agent a goal and it plans the steps, chooses tools, and works through the task in a cloud environment without constant supervision.
- **Deliverable generation:** Produces finished artifacts such as slide decks, functional websites, small games, and formatted documents rather than raw text.
- **Wide Research:** Runs broad, multi-source investigations and compiles the findings into a structured report.
- **Media creation:** Generates images, video, and music as part of a larger task or as standalone outputs.
- **Integrations and API:** Connects to Slack for task dispatch, offers mobile and desktop apps, and exposes an API for embedding agent work in your own stack.

**Strengths:** Delivers finished artifacts instead of only conversational answers; Works across web, mobile, desktop, Slack, and API surfaces; Wide Research handles broad multi-source investigations well; Team plans and SSO make it usable in organizational settings

**Limitations:** Autonomous runs consume credits and can pursue the wrong approach if the brief is vague; Complex tasks benefit from human review at checkpoints; Output quality varies by task type, especially outside common formats

[Profile (Markdown)](https://openaitools.app/tool/manus.md)

## Tambo

Tambo positions itself as the missing layer between React and large language models. Rather than generating walls of text, an agent built with Tambo picks from the components you already have and renders them with the right props — a seat map, a booking form, a results table — styled with your design system and wired to your existing logic. Users can then interact with that generated UI directly, and Tambo updates state accordingly.

The framework absorbs the parts of an AI front end that are tedious to build: streaming responses, cancellation, error states, message threads, component state, tool calling, multi-model support and MCP client integration on both the client and server side. Because the agent inherits the signed-in user's permissions and authentication, an app can expose AI features without opening holes in its authorisation model. Developers describe registration as close to a one-line change for existing component libraries and Zod schemas.

An important operational note: Tambo's hosted cloud service is shutting down on October 31, 2026 and new cloud signups are closed, with free and paid cloud plans no longer sold. The project itself continues as open-source software that you can self-host for free, distributed via the tambo.ai/react package with a component library and a public GitHub repository, so it remains a viable choice for teams willing to run it themselves.

**Pricing & Plans:** Tambo is now effectively free and open source: self-hosting the framework costs nothing and the code is publicly available. The previously offered Tambo Cloud free and paid plans are no longer available to new customers because the cloud service is shutting down on October 31, 2026; existing users should consult the shutdown announcement for their options.

- **Generative UI from your components:** Register your existing React components once and the agent renders them with the correct props, inheriting your styling, design system and business logic instead of inventing new markup.
- **Batteries-included agent plumbing:** Streaming, message threads, cancellation, error states, conversation storage and component state are handled for you, so AI features do not require rebuilding core app infrastructure.
- **Authentication-aware by default:** The agent inherits the signed-in user's permissions and session, keeping AI features inside your existing security and authorisation boundaries.
- **Client and server-side MCP support:** Model Context Protocol integration on both sides connects the agent to external tools and data sources, with MCP OAuth support for authenticated servers.
- **Multi-model and tool calling:** Bring your own model providers, define tools and let the agent route natural-language requests to the right components and actions in a single framework.

**Strengths:** Genuinely open source and free to self-host, with a public GitHub repository and package; Renders your own components, preserving design-system consistency and existing logic; Handles authentication, streaming, state and error handling so teams avoid infrastructure work; First-class MCP support on both client and server side

**Limitations:** Hosted Tambo Cloud is shutting down on October 31, 2026 and new cloud signups are closed; Self-hosting means you own deployment, scaling, model costs and ongoing maintenance; Requires a React front end, so it is not applicable to non-React stacks; Still a young framework, so documentation and ecosystem are evolving

[Profile (Markdown)](https://openaitools.app/tool/tambo.md)

## Frequently Asked Questions

### How do Manus and Tambo compare in monthly traffic?

Manus has 19,195,779 monthly visits, while Tambo has 7,034. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Manus has a month-over-month growth rate of -1.7%; Tambo has +3.7%.

### How does pricing compare?

Manus: Free Trial. Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page. Tambo: Freemium. Tambo is now effectively free and open source: self-hosting the framework costs nothing and the code is publicly available. The previously offered Tambo Cloud free and paid plans are no longer available to new customers because the cloud service is shutting down on October 31, 2026; existing users should consult the shutdown announcement for their options.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | +2.2% | Freemium | Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution. | [.md](https://openaitools.app/tool/chatgpt-4.md) |
| 2 | [Claude](https://openaitools.app/tool/claude-2) | 1,253,439,413 | +23.8% | Freemium | Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform. | [.md](https://openaitools.app/tool/claude-2.md) |
| 3 | [Muse](https://openaitools.app/tool/muse-ai-1) | 45,751,822 | +228.3% | Contact for Pricing | Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research. | [.md](https://openaitools.app/tool/muse-ai-1.md) |
| 4 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Run and build with open AI models locally or in the cloud | [.md](https://openaitools.app/tool/ollama.md) |
| 5 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 6 | [Runable](https://openaitools.app/tool/runable) | 1,048,370 | -1.9% | Freemium | Automates multi-step workflows and asset creation, but with fewer built-in general browser navigation tools. | [.md](https://openaitools.app/tool/runable.md) |
| 7 | [Skywork.ai](https://openaitools.app/tool/skywork-ai) | 1,021,069 | -11.8% | Freemium | Converts prompts into structured office deliverables, but acts primarily as a document generation workspace. | [.md](https://openaitools.app/tool/skywork-ai.md) |
| 8 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |
| 9 | [CopilotKit](https://openaitools.app/tool/copilotkit) | 403,148 | +199.4% | Freemium | Open-source frontend stack for building AI agents and copilots inside your own product | [.md](https://openaitools.app/tool/copilotkit.md) |
| 10 | [LibreChat](https://openaitools.app/tool/librechat) | 346,879 | -3.5% | Free | Unites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes. | [.md](https://openaitools.app/tool/librechat.md) |

---
Source: https://openaitools.app/compare/manus-vs-tambo

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)