# Dify vs Rayo (Zero by Rayo)

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Rayo (Zero by Rayo) records 0 monthly visits with -100% growth and Contact for Pricing pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Rayo (Zero by Rayo)](https://openaitools.app/tool/rayo) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://rayo.work |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI SEO Tools, SEO Writing AI, AI Blog Generator, AI Bypasser |
| Pricing Model | Freemium | Contact for Pricing |
| 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 | 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)

## Rayo (Zero by Rayo)

Rayo is an AI assistant company that has repositioned around a product called Zero. Zero is described as an always-on assistant that runs the work you would otherwise hand off to a person: it can read your inbox, find new leads, draft a summary, and email it on a schedule, then ask for confirmation when it is unsure about an action. The pitch is less about chatting and more about a dependable agent that quietly completes recurring jobs in the background.

The product is currently in a pre-launch, waitlist-driven phase, and the site shows a countdown plus logos of teams that have joined the queue. Access to strong underlying models is part of the value proposition, along with auditability and a privacy-first design. Detailed feature documentation is not yet public at this stage.

Rayo also keeps a legacy SEO automation product live for its existing user base, which is a useful reminder that the company has shipped before and is now betting its next chapter on agentic assistants. Because pricing has not been published, teams interested in Zero should expect to learn commercial terms through the waitlist process.

**Pricing & Plans:** No public pricing is listed yet — Rayo is in a waitlist/pre-launch phase, so commercial terms are expected to be shared with early-access participants.

- **Always-on scheduled agents:** Zero runs tasks on triggers and time schedules — for example, reading new leads every morning at 9am and emailing a summary.
- **Multi-step task execution:** The assistant chains actions such as reading an inbox, identifying leads, drafting an email, and sending it, rather than producing a single answer.
- **Confirmation when unsure:** When an action is ambiguous, Zero pauses and asks before doing something irreversible, such as emailing a specific contact.
- **Access to strong models:** Rayo markets frictionless access to capable frontier models as part of the assistant's core value.
- **Auditability and privacy:** The product emphasizes a fully auditable action log and privacy-first handling of the data it touches.

**Strengths:** Positioned around dependable, scheduled execution rather than one-off chat answers; Confirmation steps reduce the risk of an agent taking the wrong irreversible action; Markets access to high-capability models plus auditability and privacy; Backed by a company with a shipped legacy product, not a brand-new unknown

**Limitations:** Still gated behind a waitlist, so hands-on evaluation is not yet possible; No published pricing or detailed feature documentation at this stage

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

## Frequently Asked Questions

### How do Dify and Rayo (Zero by Rayo) compare in monthly traffic?

Dify has 819,691 monthly visits, while Rayo (Zero by Rayo) 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%; Rayo (Zero by Rayo) 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. Rayo (Zero by Rayo): Contact for Pricing. No public pricing is listed yet — Rayo is in a waitlist/pre-launch phase, so commercial terms are expected to be shared with early-access participants.

## 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 | [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) |
| 5 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [Coze](https://openaitools.app/tool/coze) | 177,539 | -33.3% | Freemium | Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms. | [.md](https://openaitools.app/tool/coze.md) |
| 10 | [SEO.AI](https://openaitools.app/tool/seo-ai) | 152,848 | -2.7% | Free Trial, Paid | The AI SEO agent that researches, writes, publishes, and builds links for you | [.md](https://openaitools.app/tool/seo-ai.md) |

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

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