National comparison

How forecast performance varies across the U.S.

Compare typical temperature forecast errors and warm or cool tendencies across cities with available archived ModelSpread accuracy results.

Forecast accuracy map

High-temperature typical miss · Forecast day 1 · All year

Browse cities as a list
United States forecast accuracy mapClickable city stations colored by the selected historical forecast performance measure. New York, NY · NYC Los Angeles, CA · HHR Chicago, IL · MDW Houston, TX · HOU Phoenix, AZ · PHX Philadelphia, PA · PHL San Antonio, TX · SKF San Diego, CA · SAN Dallas, TX · RBD Fort Worth, TX · FTW Jacksonville, FL · NIP Austin, TX · ATT San Jose, CA · SJC Charlotte, NC · CLT Columbus, OH · CMH Indianapolis, IN · EYE San Francisco, CA · SFO Seattle, WA · BFI Denver, CO · APA Nashville, TN · BNA Oklahoma City, OK · OKC Washington, DC · DCA El Paso, TX · ELP Las Vegas, NV · VGT Boston, MA · BOS Detroit, MI · DET Louisville, KY · LOU Portland, OR · PDX Memphis, TN · MEM Baltimore, MD · DMH Milwaukee, WI · MKE Albuquerque, NM · ABQ Fresno, CA · FAT Tucson, AZ · DMA Sacramento, CA · SAC Atlanta, GA · FTY Kansas City, MO · MKC Mesa, AZ · FFZ Raleigh, NC · RDU Colorado Springs, CO · COS Miami, FL · MIA Omaha, NE · OMA Virginia Beach, VA · NTU Long Beach, CA · LGB Oakland, CA · OAK Minneapolis, MN · MIC Bakersfield, CA · BFL Tulsa, OK · TUL Tampa, FL · TPA Aurora, CO · BKF Arlington, TX · GPM Wichita, KS · ICT Cleveland, OH · BKL New Orleans, LA · NEW Henderson, NV · HND Anaheim, CA · FUL Orlando, FL · ISM Lexington, KY · LEX Stockton, CA · SCK Newark, NJ · EWR Riverside, CA · RAL Irvine, CA · SNA Corpus Christi, TX · CRP Santa Ana, CA · SLI Cincinnati, OH · LUK Greensboro, NC · GSO Pittsburgh, PA · AGC St. Paul, MN · STP Durham, NC · RDU Jersey City, NJ · JRB Lincoln, NE · LNK North Las Vegas, NV · LSV Plano, TX · DAL Gilbert, AZ · FFZ Madison, WI · MSN Reno, NV · RNO Chandler, AZ · PHX St. Louis, MO · STL Chula Vista, CA · SDM Fort Wayne, IN · FWA Buffalo, NY · BUF Lubbock, TX · LBB Laredo, TX · LRD Port St. Lucie, FL · FPR St. Petersburg, FL · SPG Toledo, OH · TDZ Glendale, AZ · LUF Winston-Salem, NC · GSO Irving, TX · DFW Chesapeake, VA · NFE Garland, TX · F46 Scottsdale, AZ · SDL Boise, ID · BOI Richmond, VA · RIC Frisco, TX · DTO Cape Coral, FL · FMY McKinney, TX · TKI Huntsville, AL · HSV Syracuse, NY · SYR Iowa City, IA · IOW Spokane, WA · GEG Tacoma, WA · TIW Vancouver, WA · VUO Yakima, WA · YKM Eugene, OR · EUG Salem, OR · SLE Bend, OR · RDM Medford, OR · MFR Idaho Falls, ID · IDA Pocatello, ID · PIH Coeur d’Alene, ID · COE Billings, MT · BIL Missoula, MT · MSO Bozeman, MT · BZN Great Falls, MT · GTF Helena, MT · HLN Cheyenne, WY · CYS Casper, WY · CPR Laramie, WY · LAR Jackson, WY · JAC Fargo, ND · FAR Bismarck, ND · BIS Grand Forks, ND · GFK Minot, ND · MOT Sioux Falls, SD · FSD Rapid City, SD · RAP Aberdeen, SD · ABR Salt Lake City, UT · SLC Provo, UT · PVU Ogden, UT · OGD St. George, UT · SGU Logan, UT · LGU Birmingham, AL · BHM Montgomery, AL · MGM Mobile, AL · BFM Jackson, MS · HKS Gulfport, MS · GPT Savannah, GA · SAV Augusta, GA · DNL Charleston, SC · CHS Columbia, SC · CUB Greenville, SC · GMU Little Rock, AR · LIT Baton Rouge, LA · BTR Portland, ME · PWM Bangor, ME · BGR Manchester, NH · MHT Concord, NH · CON Burlington, VT · BTV Rutland, VT · RUT

Swipe sideways to explore the full map. Select a dot for that city’s complete monthly and lead-time record. Closely spaced cities may overlap; every city is also available below.

Cities on this map

Only cities with a dedicated local accuracy page are included. Listed alphabetically.

150 cities
AberdeenSD · ABR2.8°F typical missAlbuquerqueNM · ABQ1.7°F typical missAnaheimCA · FUL2.5°F typical missArlingtonTX · GPM2.4°F typical missAtlantaGA · FTY2.5°F typical missAugustaGA · DNL2.1°F typical missAuroraCO · BKF2.5°F typical missAustinTX · ATT2.3°F typical missBakersfieldCA · BFL2.3°F typical missBaltimoreMD · DMH2.5°F typical missBangorME · BGR2.2°F typical missBaton RougeLA · BTR1.8°F typical missBendOR · RDM2.6°F typical missBillingsMT · BIL2.5°F typical missBirminghamAL · BHM2.1°F typical missBismarckND · BIS2.8°F typical missBoiseID · BOI2.2°F typical missBostonMA · BOS2.6°F typical missBozemanMT · BZN2.9°F typical missBuffaloNY · BUF1.8°F typical missBurlingtonVT · BTV2.4°F typical missCape CoralFL · FMY1.4°F typical missCasperWY · CPR2.3°F typical missChandlerAZ · PHX1.2°F typical missCharlestonSC · CHS2.1°F typical missCharlotteNC · CLT2.3°F typical missChesapeakeVA · NFE2.4°F typical missCheyenneWY · CYS2.1°F typical missChicagoIL · MDW2.2°F typical missChula VistaCA · SDM4.7°F typical missCincinnatiOH · LUK2.2°F typical missClevelandOH · BKL3.2°F typical missCoeur d’AleneID · COE2.2°F typical missColorado SpringsCO · COS2.6°F typical missColumbiaSC · CUB2.0°F typical missColumbusOH · CMH1.9°F typical missConcordNH · CON2.5°F typical missCorpus ChristiTX · CRP2.0°F typical missDallasTX · RBD2.4°F typical missDenverCO · APA2.5°F typical missDetroitMI · DET2.4°F typical missDurhamNC · RDU2.2°F typical missEl PasoTX · ELP1.6°F typical missEugeneOR · EUG2.7°F typical missFargoND · FAR2.5°F typical missFort WayneIN · FWA2.1°F typical missFort WorthTX · FTW2.2°F typical missFresnoCA · FAT2.1°F typical missFriscoTX · DTO2.2°F typical missGarlandTX · F462.7°F typical missGilbertAZ · FFZ1.8°F typical missGlendaleAZ · LUF1.2°F typical missGrand ForksND · GFK2.5°F typical missGreat FallsMT · GTF2.6°F typical missGreensboroNC · GSO2.3°F typical missGreenvilleSC · GMU2.2°F typical missGulfportMS · GPT1.6°F typical missHelenaMT · HLN2.9°F typical missHendersonNV · HND1.3°F typical missHoustonTX · HOU1.8°F typical missHuntsvilleAL · HSV2.1°F typical missIdaho FallsID · IDA2.0°F typical missIndianapolisIN · EYE2.2°F typical missIowa CityIA · IOW2.3°F typical missIrvineCA · SNA2.5°F typical missIrvingTX · DFW2.4°F typical missJacksonMS · HKS1.9°F typical missJacksonWY · JAC2.8°F typical missJacksonvilleFL · NIP1.6°F typical missJersey CityNJ · JRB3.6°F typical missKansas CityMO · MKC2.5°F typical missLaramieWY · LAR2.1°F typical missLaredoTX · LRD2.1°F typical missLas VegasNV · VGT1.4°F typical missLexingtonKY · LEX2.1°F typical missLincolnNE · LNK2.8°F typical missLittle RockAR · LIT2.4°F typical missLoganUT · LGU2.3°F typical missLong BeachCA · LGB2.6°F typical missLos AngelesCA · HHR2.6°F typical missLouisvilleKY · LOU2.2°F typical missLubbockTX · LBB2.3°F typical missMadisonWI · MSN2.2°F typical missManchesterNH · MHT2.3°F typical missMcKinneyTX · TKI2.2°F typical missMedfordOR · MFR3.1°F typical missMemphisTN · MEM2.3°F typical missMesaAZ · FFZ1.8°F typical missMiamiFL · MIA1.2°F typical missMilwaukeeWI · MKE2.6°F typical missMinneapolisMN · MIC2.5°F typical missMinotND · MOT2.5°F typical missMissoulaMT · MSO3.2°F typical missMobileAL · BFM2.2°F typical missMontgomeryAL · MGM2.0°F typical missNashvilleTN · BNA2.1°F typical missNew OrleansLA · NEW2.2°F typical missNew YorkNY · NYC2.1°F typical missNewarkNJ · EWR2.4°F typical missNorth Las VegasNV · LSV1.3°F typical missOaklandCA · OAK2.5°F typical missOgdenUT · OGD1.8°F typical missOklahoma CityOK · OKC2.6°F typical missOmahaNE · OMA2.8°F typical missOrlandoFL · ISM1.4°F typical missPhiladelphiaPA · PHL2.2°F typical missPhoenixAZ · PHX1.2°F typical missPittsburghPA · AGC2.0°F typical missPlanoTX · DAL2.4°F typical missPocatelloID · PIH2.0°F typical missPort St. LucieFL · FPR1.2°F typical missPortlandME · PWM2.4°F typical missPortlandOR · PDX2.2°F typical missProvoUT · PVU2.5°F typical missRaleighNC · RDU2.2°F typical missRapid CitySD · RAP2.8°F typical missRenoNV · RNO1.9°F typical missRichmondVA · RIC2.3°F typical missRiversideCA · RAL2.1°F typical missRutlandVT · RUT2.7°F typical missSacramentoCA · SAC2.1°F typical missSalemOR · SLE2.2°F typical missSalt Lake CityUT · SLC2.0°F typical missSan AntonioTX · SKF2.1°F typical missSan DiegoCA · SAN2.4°F typical missSan FranciscoCA · SFO2.5°F typical missSan JoseCA · SJC2.5°F typical missSanta AnaCA · SLI2.7°F typical missSavannahGA · SAV1.9°F typical missScottsdaleAZ · SDL1.2°F typical missSeattleWA · BFI1.8°F typical missSioux FallsSD · FSD2.6°F typical missSpokaneWA · GEG2.0°F typical missSt. GeorgeUT · SGU1.8°F typical missSt. LouisMO · STL2.3°F typical missSt. PaulMN · STP2.4°F typical missSt. PetersburgFL · SPG1.7°F typical missStocktonCA · SCK2.2°F typical missSyracuseNY · SYR2.1°F typical missTacomaWA · TIW1.7°F typical missTampaFL · TPA1.6°F typical missToledoOH · TDZ2.1°F typical missTucsonAZ · DMA1.3°F typical missTulsaOK · TUL2.6°F typical missVancouverWA · VUO2.0°F typical missVirginia BeachVA · NTU3.1°F typical missWashingtonDC · DCA2.4°F typical missWichitaKS · ICT2.6°F typical missWinston-SalemNC · GSO2.3°F typical missYakimaWA · YKM2.3°F typical miss

How to read the map

Typical miss is the average size of the error, regardless of direction.

Usually warmer or cooler is average signed error. Positive values mean forecasts averaged warmer than observed; negative values mean cooler.

Seasonal values are case-weighted from completed monthly results. High and low forecast-day windows differ by 12 hours. These are retrospective raw NBM results across multiple model eras.