How do their growth rates compare?

Open WebUI has a month-over-month growth rate of -2.8%; RFPG has —.

How does pricing compare?

Open WebUI: Freemium. The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact. 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.

What are alternatives to Open WebUI and RFPG?

Other tools in related categories include Ollama, n8n, Hermes-Agent, Clawdbot (OpenClaw), Dify.

Head-to-Head Benchmark

Open WebUI vs RFPG

Open WebUI records 804,534 monthly visits with -2.8% month-over-month growth and Freemium pricing. RFPG records 0 monthly visits with — growth and Freemium pricing.

Open WebUIFreemiumTraffic Leader

Self-hosted AI workspace for local and cloud models

Monthly Visits

804.53K

MoM Velocity

-2.8%

Top Market

🇺🇸 United States

View Open WebUI Analysis

openwebui.com

RFPGFreemium

Scan a property with your phone, get a costed refurb deal pack

Monthly Visits

0

MoM Velocity

—

Top Market

🌐 Global

View RFPG Analysis rfpg.ai

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Open WebUI	RFPG
Official Domain	openwebui.com	rfpg.ai
Pricing Model	Freemium	Freemium
Monthly Visits	804.53K (804,534)	0 (0)
MoM Traffic Delta

Primary Market & Share	🇺🇸 United States (24.5%)	🌐 Global (—)

Direct Visits / mo	299.84K	0

User Rating	4.4	4.2

Supported Platforms	Website	Website

Open WebUI

Self-hosted AI workspace for local and cloud models

Any Model, Any Endpoint

Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.

Retrieval and Search Built In

RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.

Python Tools, Functions and Pipelines

Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.

Enterprise Controls

SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.

Strengths & Pros

+Free and open source with no account needed to install
+Works with local and cloud models through a single interface
+Strong privacy posture: your data and models stay on your infrastructure
+Extensive enterprise features including SSO, RBAC and audit logs
+Large, active community hub of shared prompts, tools and models

Frequently Asked Questions: Open WebUI vs RFPG

Open WebUI has 804,534 monthly visits, while RFPG has 0. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Hermes-Agent vs Open WebUI

4.44M visits/mo

Hermes-Agent vs RFPG

3.64M visits/mo

Best Alternatives to Open WebUI & RFPG (12)

Limitations

–Self-hosting requires you to handle servers, updates and backups
–Some enterprise capabilities and support sit behind a paid, quote-based tier
–Feature depth means a learning curve for non-technical administrators
–Local model performance depends heavily on your own hardware

RFPG

Scan a property with your phone, get a costed refurb deal pack

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.

Strengths & Pros

+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

01

Ollama

9.4M/mo

Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.

Large Language Models (LLMs)Free, Freemium, Paid+4.3%

Ollama command line running a local open-weight language model

#1

02

n8n AI workflow automation platform homepage with visual workflow builder

n8n

4.5M/mo

SpecialistOpen-source workflow automation built for AI agents and technical teams

AI WorkflowFreemium35% direct

#2

03

Hermes-Agent

3.6M/mo

SpecialistA free, open-source personal AI agent that learns your projects and works across every messaging app.

AI AgentFreemium29% direct

Hermes-Agent desktop app showing a conversation with scheduled automations and memory

#3

04

OpenClaw open-source personal AI assistant homepage

Clawdbot (OpenClaw)

1.9M/mo

SpecialistOpen-source personal AI assistant that runs on your own machine and works from chat apps

AI AssistantPaid, Free31% direct

OpenClaw assistant operating inside a chat app conversation

05

Dify

819.7K/mo

SpecialistSpecializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface.

AI App BuilderFreemium57% direct

Dify Workflow Studio canvas with retrieval, branching, and model nodes connected in a flow

06

LobeHub

654.5K/mo

Free / Open-sourceFocuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals.

AI AgentFreemium30% direct

07

AnythingLLM

512.3K/mo

SpecialistFocuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features.

Large Language Models (LLMs)Freemium+12.9%

Screenshot of AnythingLLM's Meeting Assistant showing a local transcript with generated summaries and action items

08

DealMachine

410.5K/mo

AI property data, skip tracing and direct mail for real estate investors

AI Real EstateFree Trial, Paid+63.1%

DealMachine search interface displaying property filters, owner contact data and export options

09

LibreChat

346.9K/mo

Free / Open-sourceOffers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup.

AI ChatbotFree37% direct

LibreChat chat workspace with model selector, agents sidebar and artifact panel

10

Jan

291.9K/mo

Free / Open-sourceDelivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features.

AI ChatbotFree36% direct

Jan desktop chat interface showing a local model conversation

11

XLeads

277.1K/mo

All-in-one real estate wholesaling platform with free skip tracing and AI deal automation

AI Real EstatePaid+78.1%

Screenshot of the XLeads platform displaying real estate lead lists, AI deal analysis and CRM pipeline for wholesalers

12

Activepieces

258.6K/mo

SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations

AI WorkflowFreemium+1.5%

Activepieces flow builder canvas with an AI agent connecting app steps and inline TypeScript

Visit

Ollama

9.4M/mo+4.3%

Open Source

Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.

Large Language Models (LLMs)43% direct

Free, Freemium, Paid

Visit

n8n

4.5M/mo

Open Source

SpecialistOpen-source workflow automation built for AI agents and technical teams

AI Workflow35% direct

Freemium

Visit

Hermes-Agent

3.6M/mo

Open Source

SpecialistA free, open-source personal AI agent that learns your projects and works across every messaging app.

AI Agent29% direct

Freemium

Visit

Clawdbot (OpenClaw)

1.9M/mo

Open Source

SpecialistOpen-source personal AI assistant that runs on your own machine and works from chat apps

AI Assistant31% direct

Paid, Free

Visit

Dify

819.7K/mo

Open Source

SpecialistSpecializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface.

AI App Builder57% direct

Freemium

Visit

LobeHub

654.5K/mo

Open Source

Free / Open-sourceFocuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals.

AI Agent30% direct

Freemium

Visit

AnythingLLM

512.3K/mo+12.9%

Open Source

SpecialistFocuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features.

Large Language Models (LLMs)39% direct

Freemium

Visit

DealMachine

410.5K/mo+63.1%

Official

AI property data, skip tracing and direct mail for real estate investors

AI Real Estate69% direct

Free Trial, Paid

Visit

LibreChat

346.9K/mo

Open Source

Free / Open-sourceOffers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup.

AI Chatbot37% direct

Free

Visit

Jan

291.9K/mo

Open Source

Free / Open-sourceDelivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features.

AI Chatbot36% direct

Free

Visit

XLeads

277.1K/mo+78.1%

Official

All-in-one real estate wholesaling platform with free skip tracing and AI deal automation

AI Real Estate84% direct

Paid

Visit

Activepieces

258.6K/mo+1.5%