# Dify vs RFPG

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

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [RFPG](https://openaitools.app/tool/rfpg) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://rfpg.ai/founding |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI Real Estate |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819,691 | 0 |
| MoM Growth Rate | -15% | — |
| Primary Market | China | Global |
| Direct Visits | 470,604 | 0 |
| 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)

## RFPG

RFPG lets investors, developers and tradespeople appraise a property by walking around it with a phone. Rather than a rough guess, the app produces an itemised refurbishment estimate broken down by room and trade, along with a materials list and schedule of works, and packages it all into a PDF deal pack.

The deal pack covers over 40 data points, including value estimates and sold-price comparables from HM Land Registry (England and Wales), the deal maths and a maximum offer figure, area average rent from ONS with gross yield, planning and flood checks, HMO and short-let routes, energy and safety items, and local crime, house-price and earnings data.

RFPG runs on any phone, with the most accurate scans coming from iPhone 12 Pro or later Pro models that have a LiDAR sensor and Android phones supporting ARCore Depth. Coverage varies by data source: refurbishment cost estimates span England, Wales, Scotland and Northern Ireland, while value estimates, Land Registry comparables and the EPC check cover England and Wales only. It also supports a social profile and an affiliate programme, and is built by a property developer turned software developer.

**Pricing & Plans:** RFPG uses a free app with paid reports. Your first scan is free, a single full report costs £29 (or 5 reports for £99), and subscription plans include Bronze (about £490/year, 3 reports a month), Silver (about £990/year, 10 reports a month) and Gold (about £2,490/year, 30 reports a month plus onboarding). Trades plans are priced per priced job — Trades Starter £390/year, Trades Standard £490/year and Trades Pro £790/year — and credit packs are available. A founding-member promotion running to 30 November 2026 takes 50% off year one of a yearly plan and 20% off renewals for life. Prices are shown in GBP and the company states it is not VAT registered.

- **Phone-based property scan:** Walk around a property with any phone (iPhone 12 Pro or later Pro for LiDAR-based depth accuracy) to capture the scan.
- **Itemised refurb cost estimate:** Get refurbishment costs broken down by room and trade, with a materials list and schedule of works.
- **Costed PDF deal pack:** Receive a PDF with over 40 data points including deal maths, your maximum offer, and value estimates.
- **Land Registry & ONS data:** Sold-price comparables from HM Land Registry and area average rent from ONS with gross yield calculations.
- **Planning, flood & area checks:** Planning and flood checks plus local crime, house-price and earnings data for the surrounding area.

**Strengths:** Turns an on-site walkthrough into an itemised costed deal pack; Pulls comparables and rent data from HM Land Registry and ONS; Works on any phone, with LiDAR-based accuracy on newer iPhones; Free first scan plus a single-report option if you do not want a plan

**Limitations:** Value estimates, Land Registry comparables and EPC checks only cover England and Wales; Outputs are estimates, not a RICS valuation or survey; Unused reports in a plan do not carry over between months

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while RFPG 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%; RFPG has —.

### 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. RFPG: Freemium. RFPG uses a free app with paid reports. Your first scan is free, a single full report costs £29 (or 5 reports for £99), and subscription plans include Bronze (about £490/year, 3 reports a month), Silver (about £990/year, 10 reports a month) and Gold (about £2,490/year, 30 reports a month plus onboarding). Trades plans are priced per priced job — Trades Starter £390/year, Trades Standard £490/year and Trades Pro £790/year — and credit packs are available. A founding-member promotion running to 30 November 2026 takes 50% off year one of a yearly plan and 20% off renewals for life. Prices are shown in GBP and the company states it is not VAT registered.

## 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 | [DealMachine](https://openaitools.app/tool/dealmachine-com) | 410,500 | +63.1% | Free Trial, Paid | AI property data, skip tracing and direct mail for real estate investors | [.md](https://openaitools.app/tool/dealmachine-com.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 | [XLeads](https://openaitools.app/tool/xleads-com) | 277,102 | +78.1% | Paid | All-in-one real estate wholesaling platform with free skip tracing and AI deal automation | [.md](https://openaitools.app/tool/xleads-com.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 | [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) |

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

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