# Dify vs Editby

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Editby records 204 monthly visits with -12.8% growth and Paid, Contact for Pricing pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Editby](https://openaitools.app/tool/editby) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://editby.ai |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Marketing, AI Ad Generator, AI Social Media Post Generator |
| Pricing Model | Freemium | Paid, Contact for Pricing |
| Monthly Visits | 819,691 | 204 |
| MoM Growth Rate | -15% | -12.8% |
| Primary Market | China | Global |
| Direct Visits | 470,604 | 91 |
| Review Score | 4.8 | 4.1 |
| Saved Count | 22 | 4 |
| 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)

## Editby

Editby, built by The Formula AI S.r.l. in Milan, Italy, positions itself as the answer to what it calls 'AI slop': generic model output that a marketer has to rewrite before it is publishable. Instead of prompting a chatbot per piece, you onboard your brand once — uploading tone guidelines, rules and examples of your strongest content — and the platform builds a reusable brand profile that every generated asset inherits.

The workflow is agent-driven. You choose keywords or topics, pick a schedule, and Editby's writers research what is currently ranking, draft the piece in your voice, and drop it into a shared content calendar for review. Teams can collaborate in a workspace, split work across campaigns, and keep multiple brands (agencies, multi-product companies) isolated in a single account.

Beyond drafting, Editby includes keyword research and competitive analysis so content is briefed for discovery on Google, LinkedIn and other channels rather than written blind. The company says most users cut drafting time from several hours per asset to roughly half an hour of review and editing. New users currently join through a waitlist, and there is a free starting tier with no credit card.

**Pricing & Plans:** Freemium-style entry with a free starting tier (no credit card) plus monthly subscription plans: Starter about $9.99/month, Pro about $19.99/month and Enterprise about $29.99/month, each billed monthly or yearly. Access for new sign-ups runs through a waitlist.

- **Brand voice training:** Upload tone guidelines, style rules and examples of your best posts so every generated blog, newsletter and LinkedIn post sounds like you rather than a generic model.
- **Autonomous content agents:** Set keywords and a publishing schedule; agents research current topics, draft content on cadence and hand it to you for review before publication.
- **Broad format coverage:** One brand voice drives LinkedIn posts, newsletters, long-form blog articles, tweets, press releases and YouTube scripts, each adapted to its platform.
- **Research and ranking data:** Keyword research and analysis of content that already ranks help brief each piece so it can perform on search and social instead of being written blind.
- **Team workspaces and calendars:** Share brand guidelines, run multiple brands or campaigns in one workspace, and track drafting status from ready to published on a shared content calendar.

**Strengths:** Brand-voice onboarding produces drafts that need editing rather than full rewrites; Covers several formats — blog, newsletter, LinkedIn, X/Twitter, press release, video script — from one voice profile; Scheduled agents and a content calendar support a repeatable publishing rhythm; Low entry price with a free tier and no credit card required to start

**Limitations:** New users join through a waitlist rather than getting instant access; Public pricing page lists plan names and prices but not detailed per-plan feature quotas; Quality still depends on how much good source material you give it during onboarding

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while Editby has 204. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Editby has -12.8%.

### 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. Editby: Paid, Contact for Pricing. Freemium-style entry with a free starting tier (no credit card) plus monthly subscription plans: Starter about $9.99/month, Pro about $19.99/month and Enterprise about $29.99/month, each billed monthly or yearly. Access for new sign-ups runs through a waitlist.

## 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 | [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) |
| 5 | [Jasper](https://openaitools.app/tool/jasper) | 372,951 | -11.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI agents and brand-governed content for enterprise marketing teams | [.md](https://openaitools.app/tool/jasper.md) |
| 6 | [Holo](https://openaitools.app/tool/holo) | 303,805 | +44.8% | Paid | Your whole marketing department, on autopilot | [.md](https://openaitools.app/tool/holo.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 | [Predis.ai](https://openaitools.app/tool/predis) | 243,903 | +10.4% | Freemium, Free Trial | Turn a prompt or product link into ads, UGC videos, and scheduled social posts | [.md](https://openaitools.app/tool/predis.md) |
| 9 | [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) |
| 10 | [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) |

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

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