# RFPG vs Scale RFPG records 0 monthly visits with — month-over-month growth and Freemium pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing. | Metric | [RFPG](https://openaitools.app/tool/rfpg) | [Scale](https://openaitools.app/tool/scale) | | :--- | :--- | :--- | | Website URL | https://rfpg.ai/founding | https://scale.com | | Categories | AI Real Estate | AI Developer Tools, Large Language Models (LLMs), AI Models, AI Agent | | Pricing Model | Freemium | Contact for Pricing | | Monthly Visits | 0 | 616,915 | | MoM Growth Rate | — | +12.5% | | Primary Market | Global | United States | | Direct Visits | 0 | 191,408 | | Review Score | 4.2 | 4.7 | | Saved Count | 0 | 3 | | Supported Platforms | Website | Website | ## 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) ## Scale Scale positions itself as the infrastructure layer for reliable AI - the data, evaluations and deployment support that sit underneath working systems rather than a single consumer-facing model. Founded in 2016, it built its reputation supplying training data and labelling capacity to the autonomous vehicle and then the generative AI wave, and now describes itself as powering a large share of the world's leading generative AI model builders. The offering spans three broad areas. Data covers sourcing and expert annotation for training and fine-tuning, including RLHF-style preference data. Evaluation covers public leaderboards and private benchmarks used to measure model capability and safety. Applications covers the build-and-deploy side: identifying a viable use case, constructing the system and owning the outcome, with agentic AI for enterprise operations. Scale's customer list leans heavily enterprise and public sector, including large technology companies, healthcare providers, media organisations, energy companies and government defence programmes. Because engagements are scoped rather than self-serve, pricing is arranged through a sales process, and the platform is aimed at organisations with serious data volume, strict compliance needs and a mandate to put AI into production. **Pricing & Plans:** Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. - **Data Engine:** Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require. - **Model evaluation & benchmarks:** Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers. - **Enterprise AI applications:** Platform and services teams that pick the right use case, build the system and take ownership of the outcome. - **Agentic deployment:** Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations. - **Domain expertise:** Programmes spanning healthcare, robotics, defence, public sector and enterprise with human oversight built in. **Strengths:** Backed by a long track record in training data and model evaluation.; End-to-end coverage from data sourcing through to deployed systems.; Experienced with regulated, classified and safety-critical environments.; Benchmarks and leaderboards give an independent view of model capability. **Limitations:** No public pricing or self-serve signup - you need a sales conversation to get started.; Enterprise-scale contracting and data operations require real internal commitment.; Overkill for small teams with modest data or evaluation needs.; Some projects involve sensitive government and defence work with strict compliance overhead. [Profile (Markdown)](https://openaitools.app/tool/scale.md) ## Frequently Asked Questions ### How do RFPG and Scale compare in monthly traffic? RFPG has 0 monthly visits, while Scale has 616,915. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? RFPG has a month-over-month growth rate of —; Scale has +12.5%. ### How does pricing compare? 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. Scale: Contact for Pricing. Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Roboflow](https://openaitools.app/tool/roboflow) | 1,431,204 | +6.6% | Freemium, Contact for Pricing | Streamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks. | [.md](https://openaitools.app/tool/roboflow.md) | | 2 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business. | [.md](https://openaitools.app/tool/labelbox.md) | | 3 | [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) | | 4 | [SuperAnnotate](https://openaitools.app/tool/super-annotate) | 386,034 | +37.4% | Free Trial, Contact for Pricing | Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces. | [.md](https://openaitools.app/tool/super-annotate.md) | | 5 | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/tool/prompts) | 315,624 | -80.2% | Freemium, Contact for Pricing, Free | Track, evaluate, and ship AI models and agents in one connected environment. | [.md](https://openaitools.app/tool/prompts.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 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation. | [.md](https://openaitools.app/tool/arize-com.md) | | 8 | [Encord](https://openaitools.app/tool/encord-com) | 244,204 | +9.4% | Contact for Pricing | Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads. | [.md](https://openaitools.app/tool/encord-com.md) | | 9 | [Fotello AI](https://openaitools.app/tool/fotello-ai) | 159,755 | +18.3% | Freemium | The AI-powered real estate media workflow — book, edit, deliver, and get paid | [.md](https://openaitools.app/tool/fotello-ai.md) | | 10 | [Label Studio](https://openaitools.app/tool/label-studio) | 137,199 | -16.1% | Contact for Pricing, Free | Offers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines. | [.md](https://openaitools.app/tool/label-studio.md) | --- Source: https://openaitools.app/compare/rfpg-vs-scale More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)