# Dify vs Leapility

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

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Leapility](https://openaitools.app/tool/leapility) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://www.leapility.com |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Agent, AI Workflow, AI Knowledge Base, No-Code&Low-Code |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819,691 | 0 |
| MoM Growth Rate | -15% | 0% |
| Primary Market | China | Global |
| Direct Visits | 470,604 | 0 |
| Review Score | 4.8 | 4.1 |
| Saved Count | 22 | 0 |
| 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)

## Leapility

Leapility positions itself as a trading and distribution hub for the "expertise economy" in the agentic age. Instead of selling hours or static courses, experts use the platform to turn their know-how into living AI assets. The core building block is a Kit, which bundles a Knowledge Base of multimodal source material, reusable Skills, a Playbook that describes the workflow, and an executable Agent that can actually take action rather than just chat.

The platform frames its method as the AIM model — Agent, Influence and Marketability — aimed at "AI-native solopreneurs" who want their expertise to earn beyond their working hours. The typical path is to modularize expertise, build and test it in the Agent OS, publish and distribute it, then iterate as knowledge evolves so assets compound in value over time.

Leapility stresses differentiation around ownership and portability: experts can deliver value through black-box access without revealing the underlying IP, and Kits are not locked to a single model ecosystem thanks to MCP and CLI access. Distribution also happens through a marketplace and community of experts, and the homepage advertises an "Expert 100" program for early participants.

**Pricing & Plans:** Freemium-style model. Create and build inside the Agent OS, then monetize through published Kits; the homepage mentions a License Fee plus a 20% markup on token consumption for successful transactions. Check the site for current plan details.

- **Agent Kits:** Bundle knowledge, skills, playbooks and an executable agent into a single subscribable asset.
- **Knowledge Base:** Store multimodal source material — documents, text, audio and video — behind your expertise.
- **Build, test and iterate:** Develop and refine assets in one Agent OS so they keep improving as your know-how evolves.
- **MCP and CLI access:** Kits are a neutral asset layer that subscribers can reach from different platforms and tools.
- **Marketplace and distribution:** Publish to an expert community and turn expertise into products distributed through a market loop.

**Strengths:** Frames expertise as reusable, evolving assets rather than one-off content; MCP and CLI support keeps assets portable across model ecosystems; Black-box delivery helps experts protect their underlying methodology; Clear builder workflow from knowledge capture through to monetization

**Limitations:** Early-stage platform, so marketplace liquidity and content depth are still developing; Pricing details are not published on a dedicated public pricing page

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while Leapility 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%; Leapility has 0%.

### 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. Leapility: Freemium. Freemium-style model. Create and build inside the Agent OS, then monetize through published Kits; the homepage mentions a License Fee plus a 20% markup on token consumption for successful transactions. Check the site for current plan details.

## 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 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 5 | [Runable](https://openaitools.app/tool/runable) | 1,048,370 | -1.9% | Freemium | One AI agent to build, run and grow the work | [.md](https://openaitools.app/tool/runable.md) |
| 6 | [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) |
| 7 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | AI agents that run recurring business work for your team | [.md](https://openaitools.app/tool/creao.md) |
| 8 | [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) |
| 9 | [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) |
| 10 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Build, share, and control AI agents that actually do the work | [.md](https://openaitools.app/tool/gumloop.md) |

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

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