Forecast Accuracy Tracking

Accurate forecasts start here.

Forecast Accuracy Tracking (FACT) is a tool for evaluating the performance of weather models. By continuously analyzing over 40 different models and comparing their forecasts to actual weather data from our stations, it ensures that you always rely on the most accurate weather predictions.

FORECAST ACCURACY TRACKING

How does it work?

1. Evaluate Data

We aggregate and store 40 over forecast models for each station, ensuring a robust dataset for analysis.

2. Rank Models

Our system compares forecasted values to real-world data and ranks models based on accuracy and consistency.

3. Improve Forecasts

We provide hyperlocal station forecasts by applying machine learning corrections to enhance model performance.

DASHBOARD

What sets FACT apart?

1. Evaluation Period
Pick a time frame to evaluate models and analyze performance over any period (e.g., last summer, the past 7 days, or a previous year).

2. Parameters
Track essential weather factors: Temperature, Precipitation rate, Daily precipitation, Wind Speed & Gust, Humidity, Dew point, Pressure.

3. Weather Models
Decide which weather models to include in your evaluation. You can select from our list of over 40 weather models.

EVALUATION TABLE

Pick the best weather model.

The FACT process uses a forecast evaluation table to identify the top-performing weather models for each time interval, including our enhanced hyperlocal model, Mosaic.

Not all weather models perform equally, so the table is designed to track accuracy for day-ahead forecasts and various weather variables. It highlights the best-performing model based on Forecast Day, Parameter, and Metric.

CUSTOMIZATION

Get the data you need.

With FACT, you can customize your evaluation by selecting the evaluation period, specific weather variables, weather models (from over 40 available options), and forecasting cycles.

Whether you’re in AgriTech, Energy, Logistics, or any other weather-sensitive industry, FACT provides accurate historical and real-time weather insights to ensure you always rely on the best-performing models for your location.

Historical and Real-Time Data on WeatherXM Pro

Why Use Forecast Accuracy Tracking?

Dashboard

Customize your analysis to match your unique needs and get hyperlocal insights, by selecting from a range of 40+ models.

 

Full Transparency

Access clear performance metrics to trust the data driving your decisions, eliminate the need to constantly verify data.

Operational Efficiency

Improve planning and reduce risk in weather-dependent industries, by selecting the best performing models.

Take Control of Your Weather Insights.

Explore how Forecast Accuracy Tracking can improve your forecasting today.

  • Stations
  • Data
  • $WXM
  • Learn

We use cookies

We are using cookies to ensure you get the best experience on our website. Learn More.