The United States contains nearly every climate on Earth, and its record book shows it. These are the long-standing, officially recognized extremes (NOAA / state climate extremes committees).

Heat and cold

RecordValueWhere & when
Hottest134°FFurnace Creek, Death Valley, CA — July 10, 1913 (also the world record)
Coldest (US)−80°FProspect Creek, AK — January 23, 1971
Coldest (lower 48)−70°FRogers Pass, MT — January 20, 1954
Hottest state avg. contender124°F in several statesAZ, CA, KS, OK and others share marks in the 120s

Rain and snow

RecordValueWhere & when
Most rain in 24 hours43 inchesAlvin, TX — July 25–26, 1979
Most rain in one storm60.58 inchesHurricane Harvey, Nederland, TX — August 2017 (US tropical-cyclone record)
Wettest place (annual avg.)~460+ inchesMt. Waialeale, Kauai, HI — among the wettest spots on Earth
Most snow in 24 hours (US)75.8 inchesSilver Lake, CO — April 14–15, 1921
Most snow in a season1,140 inches (95 ft)Mt. Baker, WA — 1998–99 season (world record)

Why these records stand for decades

An official record needs a calibrated instrument, a documented site and a review committee — plus weather that almost never repeats. Death Valley's 134°F has survived a century of challenges and re-analysis; it endures because the valley's geography (below sea level, ringed by mountains, bone dry) is a machine for making heat. Records are the climate's outliers, not its averages — interesting precisely because your forecast will never look like them.