Weather forecast accuracy details for Ashland, Wisconsin

These are the one- to three-day out accuracy percentages for high temperature, low temperature, icon forecast precipitation (both rain and snow), and text forecast precipitation (both rain and snow). Temperature accuracy is the percentage of forecasts within three degrees. Precipitation accuracy is the percentage of correct forecasts. The forecasts are collected in the evening.

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Weather Forecast Accuracy Data Last Month (April)

Provider High Temp Low Temp Icon Precip Text Precip Overall
The Weather Channel   82.76% 63.22% 94.25% 94.25% 83.62%
Weather Underground   82.76% 65.52% 90.80% 90.80% 82.47%
Foreca/Vaisala   73.56% 52.87% 93.10% 93.10% 78.16%
AccuWeather   80.95% 65.48% 86.90% 75.00% 77.08%
AerisWeather   62.07% 56.32% 87.36% 87.36% 73.28%
NWS Digital Forecast   64.29% 58.33% 80.95% 80.95% 71.13%
Wetter   56.32% 48.28% 78.16% 78.16% 65.23%
Weatherbit   62.65% 55.42% 69.88% 69.88% 64.46%
Pirate Weather   51.72% 24.14% 90.80% 90.80% 64.37%
OpenWeather   51.72% 44.83% 77.01% 77.01% 62.64%
World Weather Online   59.77% 48.28% 67.82% 67.82% 60.92%
Persistence   30.77% 15.38% 49.23% 49.23% 36.15%

Weather Forecast Accuracy Data Last Year (2022)

Provider High Temp Low Temp Icon Precip Text Precip Overall
The Weather Channel   75.16% 57.71% 82.60% 82.60% 74.52%
Weather Underground   75.25% 58.17% 80.94% 80.94% 73.83%
AccuWeather   74.25% 57.40% 83.00% 76.84% 72.87%
Foreca/Vaisala   72.39% 55.68% 78.08% 78.08% 71.06%
AerisWeather   68.70% 52.26% 74.59% 74.77% 67.58%
NWS Digital Forecast   67.14% 51.84% 71.08% 71.08% 65.28%
Wetter   58.63% 37.86% 76.34% 76.34% 62.29%
Weatherbit   61.18% 47.10% 64.93% 64.93% 59.53%
OpenWeather   58.82% 35.73% 71.18% 71.18% 59.23%
World Weather Online   59.28% 41.09% 65.93% 65.93% 58.06%
Persistence   25.34% 21.27% 50.12% 50.12% 36.71%

If this data feeds your inner weather geek, you'll probably be interested in the amazing amount of weather data available from ForecastWatch. Likewise, if you're looking to assess your own forecasting accuracy or would like to make more informed decisions about a weather provider you're considering or already use, we can provide data to help you.

The data here is calculated from forecasts and observations collected and analyzed by ForecastWatch. If you would like more information about the methods, scientific approach, and the quality controls employed to ensure the data and analyses are of the highest quality, please read this overview.

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