# Dify vs Floutwork

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Floutwork records 0 monthly visits with -100% growth and Freemium pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Floutwork](https://openaitools.app/tool/floutwork) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://www.floutwork.com |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Browsers, AI Productivity Tools, AI Copilot, AI Task Management |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819,691 | 0 |
| MoM Growth Rate | -15% | -100% |
| Primary Market | China | Global |
| Direct Visits | 470,604 | 0 |
| Review Score | 4.8 | 3.9 |
| Saved Count | 22 | 1 |
| Supported Platforms | Website | Website |

## Dify

Dify pairs a visual canvas with code-level control so both technical and non-technical teams can assemble AI applications and agents. Workflow Studio turns prompt logic into an inspectable execution graph of building blocks: retrieval, branching, tool calls, human-in-the-loop steps, and model calls. Agent builder lets you create agents by chatting or by configuring them directly, then run them as a standalone app, embed them into a website, or reuse them as a node inside a larger workflow.

A major part of the platform is context engineering. The Knowledge Pipeline lets you define repeatable ingestion flows for files, websites, online documents, and cloud drives, handling extraction, cleaning, chunking, indexing, and retrieval testing before a knowledge base is attached to agents or workflows. The Marketplace supplies model providers, tools, data sources, and MCP integrations that teams can install once and then reuse across many apps as approved plugins.

Dify ships in three deployment shapes: Dify Cloud (fully managed SaaS with workspace, logs, and scaling handled for you), Dify Enterprise (self-hosted or VPC deployment with SSO/SAML, RBAC, audit logs, Helm charts for Kubernetes, and enterprise support), and the open-source Community Edition, a source-available single-command Docker deployment with a large GitHub community. Published apps can be delivered as hosted web apps, API endpoints, embeds, or MCP-compatible tools, with logs, feedback, annotations, latency, and usage analytics to keep improving them after launch.

**Pricing & Plans:** Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales.

- **Workflow Studio:** A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
- **Agent Builder:** Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
- **Knowledge Pipeline:** Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
- **Plugin Marketplace and MCP:** Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.
- **Flexible Deployment and Observability:** Run on managed Cloud, in your VPC, or self-hosted with Docker, and monitor published apps through logs, annotations, feedback, latency, and usage data.

**Strengths:** Combines a visual builder with code-level extensibility in one product; Three deployment options, including a free self-hosted Community Edition; Strong retrieval and knowledge pipeline tooling for RAG applications; Large plugin marketplace plus MCP support reduces integration work

**Limitations:** Self-hosted deployments require real infrastructure and maintenance effort; Complex multi-step workflows take time to learn and tune; Advanced enterprise governance features sit behind a sales-quoted plan

[Profile (Markdown)](https://openaitools.app/tool/dify-ai.md)

## Floutwork

Floutwork describes itself as an AI work OS for teams. The premise is that modern work is scattered across too many tools and tabs — AI services, browsers, documents, dashboards and workflows all live in separate places — and that constant context switching is what makes work feel chaotic. Floutwork answers this by pulling those layers into a single structured workspace.

At the center of the product is a smart browser combined with a personal memory engine. Instead of juggling a browser plus a pile of productivity apps, teams operate in one environment where their apps, tasks, notes and bookmarks coexist. A model switcher lets you move between GPT, Claude and Gemini without leaving the workspace or losing your context and assistants.

For organizations, Floutwork adds an admin layer: dedicated workspaces for teams, departments or projects, each with its own tools, policies and AI capabilities, plus centralized governance over which models and assistants people can use. Onboarding is designed to be fast, since a new employee's workspace arrives pre-configured with the tools and AI assistants they need.

**Pricing & Plans:** Freemium and paid plans. There is a pricing page plus a 'talk to sales' path for teams and organizations. Exact plan details and pricing are best confirmed on the official Floutwork site.

- **Smart browser:** A browser built for work that lets you use AI while browsing, researching and working across apps without switching tabs or losing focus.
- **Every frontier model, one place:** Switch between GPT, Claude, Gemini and other frontier models inside one workspace without changing your assistants or losing context.
- **Contextual personal memory:** A memory engine that learns from your notes, tasks, chats and bookmarks, remembers what matters and brings back the right context on demand.
- **AI governance:** Admins get centralized controls for models, assistants and usage policies so teams can adopt AI confidently and securely.
- **Workspaces and onboarding:** Set up team, department or project workspaces with pre-configured tools and assistants, and onboard new employees in minutes.

**Strengths:** Consolidates a browser and multiple productivity tools into one structured workspace; Model-agnostic design lets teams use GPT, Claude and Gemini side by side; Personal memory engine keeps work context and resurfaces it when needed; Strong governance, workspace and onboarding features for organizations

**Limitations:** Positioning is team- and enterprise-oriented, which may feel heavy for a solo user; Because it aims to replace a browser plus several productivity tools, migration and setup take real commitment; The best value comes from adopting it across a whole team, so a single-seat user may not see the full benefit; Some governance and admin capabilities are aimed at organizations with dedicated IT or ops staff

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

## Frequently Asked Questions

### How do Dify and Floutwork compare in monthly traffic?

Dify has 819,691 monthly visits, while Floutwork has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Floutwork has -100%.

### How does pricing compare?

Dify: Freemium. Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales. Floutwork: Freemium. Freemium and paid plans. There is a pricing page plus a 'talk to sales' path for teams and organizations. Exact plan details and pricing are best confirmed on the official Floutwork site.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | An open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining. | [.md](https://openaitools.app/tool/n8n.md) |
| 2 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 3 | [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) |
| 4 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration. | [.md](https://openaitools.app/tool/open-webui.md) |
| 5 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) |
| 6 | [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | +19.9% | Freemium, Contact for Pricing | Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases. | [.md](https://openaitools.app/tool/llamaindex.md) |
| 7 | [Tiimo](https://openaitools.app/tool/tiimo) | 358,414 | -13.5% | Freemium, Free Trial | A visual AI planner built for every neurotype | [.md](https://openaitools.app/tool/tiimo.md) |
| 8 | [Flowith](https://openaitools.app/tool/flowith) | 324,679 | -27.3% | Contact for Pricing | An agentic AI workspace built as a canvas for deep work | [.md](https://openaitools.app/tool/flowith.md) |
| 9 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration. | [.md](https://openaitools.app/tool/activepieces.md) |
| 10 | [Relevance AI](https://openaitools.app/tool/relevance-ai) | 192,083 | -15.5% | Free Trial, Contact for Pricing | Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines. | [.md](https://openaitools.app/tool/relevance-ai.md) |

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Source: https://openaitools.app/compare/dify-ai-vs-floutwork

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