# Dify vs Knowlify

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Knowlify records 63,673 monthly visits with -23.6% growth and Contact for Pricing pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Knowlify](https://openaitools.app/tool/knowlify) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://www.knowlify.com |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Video Generator, AI Animated Video, AI Animation Generator, AI Cartoon Video Generator |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 819,691 | 63,673 |
| MoM Growth Rate | -15% | -23.6% |
| Primary Market | China | United States |
| Direct Visits | 470,604 | 11,488 |
| Review Score | 4.8 | 4.2 |
| 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)

## Knowlify

Knowlify is a creative-as-a-service studio for Meta advertising, originally launched as an AI animated explainer video generator for companies and now repositioned as a full AI-native ad agency. The offer is deliberately narrow: roughly 100 video ads a month for your Facebook and Instagram campaigns, covering the research, scripting, production and editing, with new and improved ads every week based on your account data. Styles span talking-head, UGC, animated and commercial formats, and if you want the account managed too, Knowlify will run it end to end.

The studio comes out of Y Combinator, where the founding team hit the same wall many advertisers do: they could not produce enough creative, quickly enough, to find what worked. They built an internal video system to fix that and now run the same system for other companies — currently described as a private beta with select clients. Scripts are written by a person and every ad is reviewed before you see it, with angles, hooks and style approved up front, so the AI speeds up production rather than replacing creative direction.

Pricing starts at $5,000 per month, with media spend paid separately to Meta, no annual contract, and a 30-day money-back guarantee under which unhappy clients get a full refund and keep every ad. Because the offer is consultative, the exact scope is agreed on a 30-minute call rather than a self-serve checkout.

**Pricing & Plans:** Custom, quote-based pricing. Plans start at $5,000 per month, media spend is paid separately to Meta, and there is no annual contract. A 30-day money-back guarantee applies to the creative produced. Exact scope is agreed on a discovery call.

- **High-volume video ad production:** Around 100 Meta video ads a month across talking-head, UGC, animated and commercial styles, with research and scripts included.
- **Research-led scripts and concepts:** Human-written scripts and review of every ad, with buyer-language messaging based on research rather than generic AI output.
- **Weekly iteration from your data:** Ads are refreshed and improved every week using your account's own performance data, so winners get scaled and losers replaced.
- **Ad account management add-on:** Optional end-to-end management of your Meta ad account, media buying and optimisation alongside creative production.
- **30-day money-back guarantee:** No annual contract and a 30-day money-back guarantee: get a full refund in the first month and still keep all the ads produced.

**Strengths:** Fixed, high ad volume instead of unpredictable freelancer output; Human-written scripts and review sit on top of AI-assisted production; Weekly iteration tied directly to your own performance data; 30-day money-back guarantee with no annual contract

**Limitations:** Starting price of $5,000/month puts it out of reach for very small advertisers; No self-serve plan — everything goes through a sales call; Currently in private beta with select companies, so availability is limited

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while Knowlify has 63,673. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Knowlify has -23.6%.

### 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. Knowlify: Contact for Pricing. Custom, quote-based pricing. Plans start at $5,000 per month, media spend is paid separately to Meta, and there is no annual contract. A 30-day money-back guarantee applies to the creative produced. Exact scope is agreed on a discovery call.

## 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 | [Creatify](https://openaitools.app/tool/creatify) | 738,599 | -5.3% | Freemium | AI ad generator for video and image creatives at scale | [.md](https://openaitools.app/tool/creatify.md) |
| 5 | [CrePal AI](https://openaitools.app/tool/crepal-ai) | 609,483 | -4.4% | Freemium | All-in-one AI video agent that turns ideas into publish-ready videos | [.md](https://openaitools.app/tool/crepal-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 | [Meta AI Demos](https://openaitools.app/tool/meta-ai-demos) | 177,814 | +4.3% | Free | Try experimental AI research demos straight from Meta's labs | [.md](https://openaitools.app/tool/meta-ai-demos.md) |

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

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