Weather forecast accuracy details for Ashland, Pennsylvania

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 (March)

Provider High Temp Low Temp Icon Precip Text Precip Overall
Microsoft   86.52% 82.02% 87.64% 88.76% 86.24%
Foreca/Vaisala   78.49% 72.04% 91.40% 91.40% 83.33%
The Weather Channel   81.72% 72.04% 88.17% 88.17% 82.53%
AccuWeather   80.00% 78.89% 85.56% 82.22% 81.67%
Weatherbit   78.89% 70.00% 87.78% 87.78% 81.11%
AerisWeather   72.04% 63.44% 80.65% 80.65% 74.19%
NWS Digital Forecast   73.12% 67.74% 75.27% 75.27% 72.85%
Open-Meteo   56.99% 56.99% 80.65% 80.65% 68.82%
World Weather Online   61.29% 41.94% 79.57% 79.57% 65.59%
OpenWeather   55.91% 49.46% 77.42% 77.42% 65.05%
Pirate Weather   49.46% 26.88% 84.95% 84.95% 61.56%
Wetter   54.84% 49.46% 68.82% 67.74% 60.22%
Persistence   30.00% 22.22% 48.57% 48.57% 37.34%

Weather Forecast Accuracy Data Last Year (2023)

Provider High Temp Low Temp Icon Precip Text Precip Overall
Microsoft   78.44% 75.28% 86.06% 86.06% 81.46%
The Weather Channel   78.63% 72.42% 85.75% 85.75% 80.64%
Foreca/Vaisala   77.44% 71.32% 86.58% 86.58% 80.48%
AccuWeather   77.91% 73.58% 80.76% 80.00% 78.06%
AerisWeather   74.52% 66.85% 81.83% 81.92% 76.28%
NWS Digital Forecast   74.59% 69.52% 77.14% 77.14% 74.60%
Weatherbit   70.52% 58.96% 81.52% 81.80% 73.20%
OpenWeather   59.00% 50.05% 80.55% 80.55% 67.53%
World Weather Online   60.55% 46.32% 79.08% 79.08% 66.26%
Pirate Weather   60.26% 31.96% 84.25% 84.25% 65.18%
Wetter   52.69% 50.05% 76.53% 73.24% 63.13%
Persistence   33.75% 28.69% 53.25% 53.25% 42.24%

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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