# Agentkit vs Dify

Agentkit records 20,332 monthly visits with +220.6% month-over-month growth and Freemium pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.

| Metric | [Agentkit](https://openaitools.app/tool/agentkit) | [Dify](https://openaitools.app/tool/dify-ai) |
| :--- | :--- | :--- |
| Website URL | https://agentkit.ai | https://dify.ai |
| Categories | AI Chatbot, AI Agent, AI Customer Service, AI Lead Generation | AI App Builder, AI Agent, AI Workflow, AI API |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 20,332 | 819,691 |
| MoM Growth Rate | +220.6% | -15% |
| Primary Market | United States | China |
| Direct Visits | 5,382 | 470,604 |
| Review Score | 4.2 | 4.8 |
| Saved Count | 0 | 22 |
| Supported Platforms | Website | Website |

## Agentkit

Agentkit is aimed at the recurring problem of a support queue that fills with the same dozen questions. Instead of staffing around the clock, you give Agentkit your existing knowledge — website pages, PDFs, Word documents, pasted text, or hand-written Q&A pairs — and it turns that material into a conversational agent that can answer visitors at any hour. A typical ten-to-fifty page site is indexed in a few minutes, and web sources can be refreshed on a schedule so answers do not go stale.

Once trained, the agent is published with one script tag that works on WordPress, Shopify, Webflow, Wix, Squarespace, Framer, Next.js, or any HTML page, and it can also be connected to Instagram DMs, WhatsApp, and email. You decide which model powers each chatbot from a menu that spans OpenAI GPT, Anthropic Claude, and Google Gemini families, and you can change that choice per agent at any time.

The platform extends beyond answering questions. Agents can trigger buttons, forms, and API calls in context, capture leads mid-conversation, and respond in more than 95 languages with automatic language detection. A conversation inbox lets you review what visitors actually asked, spot gaps in your knowledge base, monitor credit usage, and export collected leads.

The free tier covers experimentation with a monthly credit allowance and a single chatbot; paid tiers add larger credit pools, more chatbots, team seats, auto-retrain, branding removal, integrations, and API access.

**Pricing & Plans:** Freemium. A free plan includes a monthly credit allowance, one chatbot, 10 website links, and basic actions with no credit card required. Hobby costs $29.99/month, Standard $119.99/month, and Pro $399.99/month when billed monthly, with annual billing available; higher tiers add credits, chatbots, team seats, integrations, and API access.

- **Multi-source training:** Crawl any URL and index pages automatically, upload PDFs and Word documents, paste text, or lock in exact Q&A answers for the questions visitors ask most.
- **Selectable AI models:** Choose from OpenAI GPT, Anthropic Claude, and Google Gemini models, and switch the model per chatbot at any time without rebuilding it.
- **Brand customization:** Match brand colors, welcome message, chat bubble styling, and suggested prompts so the widget feels native to your site.
- **Guardrails and controls:** Set domain restrictions, rate limiting, and visibility controls so your agent behaves within the boundaries you define.
- **Lead capture and inbox:** Collect emails and contact details inside the conversation, read full chat logs in an inbox, and export every captured lead.

**Strengths:** Trains on websites, documents, and exact Q&A pairs, so you can mix broad and precise knowledge; One script tag embeds on WordPress, Shopify, Webflow, Wix, and any HTML site; Choose between OpenAI, Anthropic, and Google models per chatbot and switch later; Built-in lead capture, conversation inbox, and lead export in the same product

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

## 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)

## Frequently Asked Questions

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

Agentkit has 20,332 monthly visits, while Dify has 819,691. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Agentkit has a month-over-month growth rate of +220.6%; Dify has -15%.

### How does pricing compare?

Agentkit: Freemium. Freemium. A free plan includes a monthly credit allowance, one chatbot, 10 website links, and basic actions with no credit card required. Hobby costs $29.99/month, Standard $119.99/month, and Pro $399.99/month when billed monthly, with annual billing available; higher tiers add credits, chatbots, team seats, integrations, and API access. 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.

## 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 | [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) |
| 4 | [Tidio](https://openaitools.app/tool/tidio) | 527,313 | -6.4% | Freemium | AI customer service that answers instantly and turns chats into revenue | [.md](https://openaitools.app/tool/tidio.md) |
| 5 | [DocsBot AI](https://openaitools.app/tool/docsbot-ai) | 495,278 | -3.8% | Freemium | Custom AI agents trained on your documentation and knowledge base | [.md](https://openaitools.app/tool/docsbot-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 | [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) |
| 8 | [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) |
| 9 | [FlowHunt](https://openaitools.app/tool/flowhunt-io) | 186,190 | 0% | Free Trial, Paid | Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code. | [.md](https://openaitools.app/tool/flowhunt-io.md) |
| 10 | [Chat Data](https://openaitools.app/tool/chat-data) | 181,358 | +275.8% | Freemium, Paid | Build custom AI agents and support chatbots trained on your own data, across every channel | [.md](https://openaitools.app/tool/chat-data.md) |

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

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