# Fume vs Manus

Fume records 811 monthly visits with +492% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Manus records 19,195,779 monthly visits with -1.7% growth and Free Trial pricing.

| Metric | [Fume](https://openaitools.app/tool/fume) | [Manus](https://openaitools.app/tool/manus) |
| :--- | :--- | :--- |
| Website URL | https://fumedev.com | https://manus.im |
| Categories | AI Testing, AI Agent, AI Developer Tools, AI Code Generator | AI Assistant, AI Agent, AI Copilot |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Free Trial |
| Monthly Visits | 811 | 19,195,779 |
| MoM Growth Rate | +492% | -1.7% |
| Primary Market | Türkiye | Brazil |
| Direct Visits | 331 | 10,563,180 |
| Review Score | 4.3 | 4.6 |
| Saved Count | 0 | 10 |
| Supported Platforms | Website | Website |

## Fume

Fume positions itself not as a no-code test builder but as a full QA department. The workflow starts with a screencast: using Loom, a screen recorder or a similar tool, you walk through your application while narrating what matters. Fume analyses the recording and extracts test cases, with the team claiming you can cover around 80% of your most important user flows in under ten minutes. Tests then run twice a day automatically on Fume Cloud runners, with results posted into a shared channel and failure insights surfaced at a glance.

What distinguishes Fume from no-code alternatives is resilience. Playwright scripts are notoriously fragile, so Fume tests natively fall back to a browser-using AI agent to pick up exactly where a script left off, then self-heal the flaky test in the background. That means it can cope with dynamic application data at runtime and with substantial UX changes, rather than breaking every time a selector or flow shifts. The output is 100% Playwright, so you keep full codebase ownership and can run tests locally or inside your own CI/CD pipeline with a single API call — even if you stop paying.

Fume also offers migration for existing suites, converting Playwright, Selenium or Cypress tests so they immediately gain AI fallbacks and automatic maintenance. It is backed by Y Combinator and aimed at teams that want browser testing handled end to end rather than managed by hand. Published pricing centres on a Team plan at $500 per month with a 30-day free trial, while enterprise deployments are quoted individually.

**Pricing & Plans:** Fume offers a Team plan at $500/month designed for growing teams that need autonomous QA, including a 30-day free trial and free test runners on Fume Cloud. Enterprise pricing is custom and available through a sales conversation, with options for larger organisations and specific deployment needs.

- **Screencast to Playwright tests:** Record a Loom-style video while narrating what should be tested, and Fume extracts the test cases and writes them as native Playwright code — covering most key user flows in minutes.
- **AI agent fallbacks and self-healing:** When fragile selectors or changed UX break a script, tests fall back to a browser-using AI agent to continue, and the flaky test is self-healed in the background.
- **Free cloud test runners:** Tests run twice a day automatically on Fume Cloud runners at no extra cost, with results and failure insights delivered straight to your team's channel.
- **Full Playwright code ownership:** Every test is standard Playwright code you own, so you can run it locally or wire it into CI/CD with one API call and keep running even if you cancel.
- **Migration of existing suites:** Existing Playwright, Selenium or Cypress tests can be migrated to Fume so they instantly gain AI fallbacks and automatic maintenance.

**Strengths:** Test creation starts from a screen recording and spoken description rather than test code; Native AI fallbacks and self-healing address the fragility that normally plagues Playwright suites; You keep 100% Playwright code ownership and can run tests locally even after cancelling; Free cloud runners run tests twice daily, and failures land in your team channel with insights

**Limitations:** The Team plan is $500/month, which is a meaningful commitment for small teams compared with cheaper no-code builders; Coverage quality depends on how clearly you narrate and demonstrate flows in the recording; It is deliberately not a no-code builder, so teams wanting to avoid code entirely may find it less suited

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

## 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)

## Frequently Asked Questions

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

Fume has 811 monthly visits, while Manus has 19,195,779. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Fume has a month-over-month growth rate of +492%; Manus has -1.7%.

### How does pricing compare?

Fume: Free Trial, Paid, Contact for Pricing. Fume offers a Team plan at $500/month designed for growing teams that need autonomous QA, including a 30-day free trial and free test runners on Fume Cloud. Enterprise pricing is custom and available through a sales conversation, with options for larger organisations and specific deployment needs. 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.

## 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 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 5 | [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) |
| 6 | [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) |
| 7 | [KaneAI](https://openaitools.app/tool/kaneai) | 901,340 | +13.2% | Freemium, Paid, Contact for Pricing | GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language | [.md](https://openaitools.app/tool/kaneai.md) |
| 8 | [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) |
| 9 | [Lindy](https://openaitools.app/tool/lindy) | 323,329 | -0.2% | Freemium, Contact for Pricing | Deploys autonomous business agents for operational work, but targets enterprise workflows rather than general open-ended research. | [.md](https://openaitools.app/tool/lindy.md) |
| 10 | [Qase](https://openaitools.app/tool/qase) | 319,213 | -25.5% | Freemium, Free Trial, Contact for Pricing, Free | Ship with confidence: one system of record for manual, automated, and CI tests | [.md](https://openaitools.app/tool/qase.md) |

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

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