It would also be nice to have a historical store of the weather predictions and not just instantaneous parameters. But I'm not aware of such record, perhaps because weathermen don't want a record of their (mis)predictions...
This is a lay-person overview which cites some of the in-depth studies: https://ourworldindata.org/weather-forecasts