Master the Auction House
AI-powered insights for the World of Warcraft economy
Predict item prices, calculate crafting costs, and maximize your gold with machine learning
(More to come after beta)
Platform Features
Price Predictions
Machine learning models trained on historical auction data to forecast future item prices
Crafting Calculator
Calculate the true cost of crafting items with real-time material prices and profit margins
Historical Charts
Visualize price trends over time to identify market patterns and opportunities
Item Analysis
Deep dive into individual items with detailed statistics and market insights
Model Diagnostics
Transparent ML model performance metrics and validation plots for data enthusiasts
Real-time Updates
Automated data ingestion pipeline keeps prices fresh from the Blizzard API
How It Works
Data Collection
Automated jobs pull auction snapshots from the Blizzard API every hour
Feature Engineering
Historical data is transformed into time-series features for model training
ML Training
Gradient boosting models learn price patterns and generate forecasts
Predictions
Fresh forecasts are served through our API and interactive frontend
Start Maximizing Your Gold
Explore our tools and make data-driven decisions in the auction house
Get Started