# Dust vs Muddy

Dust records 547,217 monthly visits with +1.8% month-over-month growth and Contact for Pricing pricing. Muddy records 378 monthly visits with -80.9% growth and Freemium pricing.

| Metric | [Dust](https://openaitools.app/tool/dust) | [Muddy](https://openaitools.app/tool/muddy) |
| :--- | :--- | :--- |
| Website URL | https://dust.tt | https://feelmuddy.com |
| Categories | AI Assistant, Large Language Models (LLMs), AI Workflow, AI Knowledge Management | AI Browsers, AI Copilot, AI Productivity Tools, AI Assistant |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 547,217 | 378 |
| MoM Growth Rate | +1.8% | -80.9% |
| Primary Market | France | United Kingdom |
| Direct Visits | 456,919 | 146 |
| Review Score | 4.4 | 3.8 |
| Saved Count | 5 | 0 |
| Supported Platforms | Website | Website |

## Dust

Dust positions itself as 'multiplayer AI' for human-agent collaboration. Rather than giving each employee a private chatbot, it lets teams build agents that have shared access to company knowledge, connected tools, conversations and notifications, so work can move back and forth between people and AI. Agents can be reused across departments, and human review stays part of the loop where it matters.

The platform's differentiator is context. According to Dust, most AI tools can retrieve a single Slack message or CRM record, whereas its agents pull context together across Slack, CRM, documents and other company systems to answer with the full picture and then act on it. Over 70 connectors cover messaging, calendars, CRM, file storage, project management, data and finance tools, and agents can reach MCP servers through the same gateway.

Governance is a first-class feature. Dust offers a dual-layer permission model that separates what agents can access from who can use them, SCIM-synced groups, admin-gated overrides, audit logs and analytics for monitoring adoption, usage, cost and ROI. It is SOC 2 Type II certified, offers US or EU data residency and supports single-tenant deployment. Teams can build agents with 20+ frontier and open-source models from OpenAI, Anthropic, Google, Mistral and others, choosing the right model per workflow. The company says more than 3,000 organizations and 300,000+ agents run on the platform.

**Pricing & Plans:** Contact for pricing. Dust offers a free trial after signup, but its plans are oriented toward teams and enterprises with usage-based credits, volume pricing and dedicated support; you need to talk to sales for exact figures.

- **Agents with company context:** Connect 70+ tools including Slack, Notion, Google Drive, GitHub, Salesforce and Zendesk so agents answer with real company knowledge instead of generic guesses.
- **70+ connectors and MCP support:** Reach messaging, CRM, docs, project management, data, finance and MCP servers through one platform, so agents can act across systems rather than just chat.
- **Model flexibility:** Build agents with 20+ frontier and open-source models from OpenAI, Anthropic, Google and Mistral, and pick the best model for each task.
- **AI-native governance:** A dual-layer permission model, SCIM-synced groups, admin-gated overrides, audit logs and usage analytics keep company data locked down while teams move fast.
- **Multiplayer collaboration:** People and agents share context, tools and notifications, so cross-functional workflows run with reusable skills and human review built in.

**Strengths:** Deep context gathering across 70+ enterprise connectors; Strong enterprise governance with permissions, audit logs and SOC 2 Type II; Model-agnostic: choose among 20+ frontier and open-source models; Shared, reusable agents that scale across departments

**Limitations:** Pricing is sales-led, so costs are hard to estimate before a demo; Setting up connectors and permissions takes real admin work; Best value comes with broad rollout, which is a heavier commitment for small teams

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

## Muddy

Muddy rethinks the browser as a shared surface rather than a personal one. Instead of everyone fumbling through their own tabs while coordinating in a separate chat app, teams create shared views containing the apps they use together, then treat that space as the place where work actually happens. The browser automatically renders and categorizes tabs based on what matters to you, so the workspace stays ordered without manual housekeeping.

Two features stand out. Universal commenting lets you highlight text, select part of an image, point at a video timestamp, or target an area inside a site and send a message about it, effectively putting Slack-style threads across any app on the web. Infinite rewind lets you scrub back through the history of apps, files, and conversations and jump straight back into any of them, which is useful for retracing how a decision was made. Muddy's assistant is context-aware: it reads your open tabs and learns from your conversations, so it can answer realtime questions that previously meant copy-pasting context into a separate chatbot.

Muddy runs on Mac, Windows, iOS, and Android, supports Chrome extensions since sites just run in the browser, and can import your history, passwords, and logins from your current browser. Cookies and passwords are stored locally rather than on Muddy's servers, and the company says its business model is selling collaboration and enterprise features rather than advertising. Tab hibernation keeps memory and battery use in check. The site lists no public pricing tiers, so teams should expect to contact the vendor or start with the free download.

**Pricing & Plans:** Muddy offers a free download to get started and says it monetizes through collaboration and enterprise services; no public price list is shown on the site.

- **Shared workspaces:** Build views with your favorite apps so the whole team works from the same set of tabs, files, and sites instead of scattered windows.
- **Universal commenting:** Highlight text, select image areas, point at video timestamps, or mark regions inside a site and leave a threaded comment right there.
- **Infinite rewind:** Scrub backward through the history of apps, files, and conversations, then jump back into any moment and keep working in the app.
- **Context-aware AI assistant:** The assistant reads your open tabs and learns from team conversations, so it can answer questions only a coworker could previously handle.
- **Multiplayer presence:** See what each teammate is working on across projects and join them inside the relevant app or conversation with one click.

**Strengths:** Turns browsing into genuine collaboration rather than parallel solo work; Universal commenting works across virtually any site or app, including video and images; Rewind and a context-aware assistant preserve team memory that normal browsers lose; Runs on Mac, Windows, iOS, and Android and supports existing Chrome extensions

**Limitations:** No public pricing page, so costs require contacting the team; Best value depends on teammates adopting it together, which is a real change-management effort; A browser as the primary collaboration layer may clash with security policies in regulated companies

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

## Frequently Asked Questions

### How do Dust and Muddy compare in monthly traffic?

Dust has 547,217 monthly visits, while Muddy has 378. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dust has a month-over-month growth rate of +1.8%; Muddy has -80.9%.

### How does pricing compare?

Dust: Contact for Pricing. Contact for pricing. Dust offers a free trial after signup, but its plans are oriented toward teams and enterprises with usage-based credits, volume pricing and dedicated support; you need to talk to sales for exact figures. Muddy: Freemium. Muddy offers a free download to get started and says it monetizes through collaboration and enterprise services; no public price list is shown on the site.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Integrates deeply with CRM ecosystems to automate enterprise workflows, but is tightly bound to the Salesforce software suite. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 3 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Offers robust enterprise-wide permission-aware search and knowledge management, but with less focus on custom multi-model agent workflows. | [.md](https://openaitools.app/tool/glean.md) |
| 4 | [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | -1.7% | Contact for Pricing | Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines. | [.md](https://openaitools.app/tool/abacus-ai.md) |
| 5 | [Dia Browser](https://openaitools.app/tool/dia-browser) | 1,254,172 | +108.4% | Free | The AI browser that reads between your tabs | [.md](https://openaitools.app/tool/dia-browser.md) |
| 6 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) |
| 7 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Excels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture. | [.md](https://openaitools.app/tool/gumloop.md) |
| 8 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Focuses on secure enterprise workflow automation and security orchestration, but requires more manual setup for custom AI agents. | [.md](https://openaitools.app/tool/tines.md) |
| 9 | [Kore.ai](https://openaitools.app/tool/kore-ai) | 143,328 | -18.2% | Contact for Pricing | Delivers enterprise-grade conversational AI and workflow automation, but focuses more heavily on customer service and enterprise contact centers. | [.md](https://openaitools.app/tool/kore-ai.md) |
| 10 | [Sim AI](https://openaitools.app/tool/sim-ai) | 140,953 | +20.6% | Freemium, Paid (per user/month), and Enterprise with custom pricing; self-hosting free under Apache 2.0 | Open-source workspace to build, deploy and govern AI agents | [.md](https://openaitools.app/tool/sim-ai.md) |

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Source: https://openaitools.app/compare/dust-vs-muddy

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