Model
ECMWF AIFS Single
aifs_single
source ecmwf · product aifs-single · steps every 6 h to 240 h · initializations 0, 12 UTC. Scores use the latest model version segment, aifs-single-gpid5, starting 2026-08-01. Earlier days ran a different version of the model and are excluded rather than silently pooled into the same average.
Instantaneous temperature — MAE °F by stationt2
Scored against the observed 2 m temperature at the same instant (ASOS routine METAR). This is the headline variable: the same four instants on the forecast and the observation side. These pages are always bilinear interpolation, the headline method. The nearest-node variant, and every other window/initialization/interpolation/variable combination, is published on each permanent link below — follow any number.
| Station | d0 | d1 | d2 | d3 | d4 | d5 | d6 | d7 | d8 | d9 | lead 1–9 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| KATL | — | 2.63−2.12 · n=29 | 2.64−1.96 · n=29 | 2.61−1.92 · n=29 | 3.04−1.78 · n=29 | 3.09−1.58 · n=29 | 3.23−1.31 · n=29 | 3.70−0.89 · n=29 | 4.61−0.71 · n=29 | 5.36−0.01 · n=29 | |
| KAUS | — | 2.21+0.14 · n=29 | 2.35−0.03 · n=29 | 2.43+0.03 · n=29 | 2.44+0.09 · n=29 | 2.82+0.22 · n=29 | 3.00+0.32 · n=29 | 3.85+0.47 · n=29 | 4.54+0.93 · n=29 | 5.33+1.15 · n=29 | |
| KBOS | — | 2.39−2.11 · n=28 | 2.38−1.89 · n=28 | 2.66−2.04 · n=28 | 2.65−1.66 · n=28 | 3.16−1.78 · n=28 | 3.70−1.28 · n=28 | 4.75−1.52 · n=28 | 4.40−0.38 · n=28 | 4.68−0.82 · n=28 | |
| KDCA | — | 2.66−1.86 · n=29 | 2.66−1.74 · n=29 | 2.55−1.56 · n=29 | 2.99−1.27 · n=29 | 3.42−1.09 · n=29 | 4.13−1.48 · n=29 | 4.54−1.73 · n=29 | 4.85−1.12 · n=29 | 5.60−0.82 · n=29 | |
| KDEN | — | 2.35−0.01 · n=29 | 2.45−0.26 · n=29 | 2.63−0.43 · n=29 | 2.94−1.25 · n=29 | 3.78−1.80 · n=29 | 4.61−1.60 · n=29 | 5.64−1.41 · n=29 | 6.36−1.52 · n=29 | 8.84−4.57 · n=29 | |
| KDFW | — | 2.36−1.79 · n=29 | 2.66−2.08 · n=29 | 2.84−2.03 · n=29 | 2.95−1.85 · n=29 | 3.04−1.81 · n=29 | 3.26−1.80 · n=29 | 4.15−2.31 · n=29 | 4.82−1.83 · n=29 | 5.62−1.22 · n=29 | |
| KEWR | — | 2.22−1.67 · n=29 | 2.35−1.65 · n=29 | 2.49−1.59 · n=29 | 2.78−1.49 · n=29 | 2.94−1.45 · n=29 | 3.50−1.56 · n=29 | 4.19−2.06 · n=29 | 4.16−1.18 · n=29 | 5.13−1.32 · n=29 | |
| KIAH | — | 1.44−0.21 · n=29 | 1.64−0.39 · n=29 | 1.84−0.34 · n=29 | 2.18−0.47 · n=29 | 2.61−0.60 · n=29 | 2.85−0.58 · n=29 | 3.07−0.07 · n=29 | 3.72−0.06 · n=29 | 4.27+0.29 · n=29 | |
| KLAS | — | 3.25−3.04 · n=29 | 3.31−3.05 · n=29 | 3.36−2.98 · n=29 | 3.71−3.02 · n=29 | 3.92−2.93 · n=29 | 4.57−2.64 · n=29 | 5.02−2.83 · n=29 | 5.79−3.75 · n=29 | 6.53−4.63 · n=29 | |
| KLAX | — | 2.34−0.86 · n=29 | 2.47−1.10 · n=29 | 2.59−1.24 · n=29 | 2.68−1.41 · n=29 | 3.15−1.52 · n=29 | 3.46−1.37 · n=29 | 3.70−1.42 · n=29 | 4.63−1.64 · n=29 | 5.53−1.70 · n=29 | |
| KMIA | — | 1.53−0.80 · n=29 | 1.59−0.94 · n=29 | 1.72−1.04 · n=29 | 2.01−1.19 · n=29 | 2.11−1.32 · n=29 | 2.32−1.34 · n=29 | 2.24−1.07 · n=29 | 2.42−1.12 · n=29 | 2.66−1.05 · n=29 | |
| KMSP | — | 2.36−1.46 · n=29 | 2.52−1.46 · n=29 | 2.64−1.08 · n=29 | 2.70−1.55 · n=29 | 3.49−2.18 · n=29 | 3.78−2.32 · n=29 | 5.20−2.39 · n=29 | 4.47−1.88 · n=29 | 5.42−0.96 · n=29 | |
| KMSY | — | 2.25−1.56 · n=29 | 2.31−1.52 · n=29 | 2.34−1.61 · n=29 | 2.40−1.48 · n=29 | 2.56−1.03 · n=29 | 3.02−0.42 · n=29 | 3.50+0.35 · n=29 | 4.14+0.39 · n=29 | 4.69+1.16 · n=29 | |
| KNYC | — | 2.31−0.38 · n=28 | 2.42−0.37 · n=28 | 2.39−0.30 · n=28 | 2.76−0.21 · n=28 | 2.96−0.20 · n=28 | 3.42−0.41 · n=28 | 3.96−0.88 · n=28 | 3.76+0.14 · n=28 | 4.21+0.08 · n=28 | |
| KOKC | — | 2.22+1.32 · n=29 | 2.08+0.93 · n=29 | 2.05+0.95 · n=29 | 2.26+1.14 · n=29 | 2.57+1.09 · n=29 | 3.58+0.41 · n=29 | 4.56−0.42 · n=29 | 4.42+0.40 · n=29 | 5.31+0.90 · n=29 | |
| KORD | — | 2.15−1.70 · n=29 | 2.35−1.66 · n=29 | 2.72−1.63 · n=29 | 2.91−1.76 · n=29 | 2.92−1.34 · n=29 | 3.45−1.60 · n=29 | 4.17−1.31 · n=29 | 5.73−2.16 · n=29 | 5.87−1.15 · n=29 | |
| KPHL | — | 3.05−2.32 · n=29 | 3.08−2.30 · n=29 | 3.13−2.23 · n=29 | 3.41−1.93 · n=29 | 3.70−1.94 · n=29 | 4.15−2.18 · n=29 | 4.63−2.65 · n=29 | 4.78−1.65 · n=29 | 5.74−1.70 · n=29 | |
| KPHX | — | 3.04−1.94 · n=29 | 3.17−2.13 · n=29 | 3.22−2.38 · n=29 | 3.31−2.30 · n=29 | 4.04−2.39 · n=29 | 3.89−2.13 · n=29 | 4.22−1.71 · n=29 | 5.41−1.44 · n=29 | 5.67−2.72 · n=29 | |
| KSAN | — | 2.06−1.25 · n=29 | 2.27−1.44 · n=29 | 2.34−1.52 · n=29 | 2.59−1.77 · n=29 | 2.96−1.87 · n=29 | 3.41−1.83 · n=29 | 3.66−1.89 · n=29 | 4.68−1.97 · n=29 | 5.22−2.13 · n=29 | |
| KSAT | — | 1.42−0.35 · n=29 | 1.61−0.55 · n=29 | 1.66−0.53 · n=29 | 1.81−0.55 · n=29 | 2.24−0.40 · n=29 | 2.36−0.34 · n=29 | 3.21−0.23 · n=29 | 3.55+0.14 · n=29 | 4.31+0.29 · n=29 | |
| KSEA | — | 2.37−1.75 · n=29 | 2.37−1.64 · n=29 | 2.41−1.57 · n=29 | 2.31−1.26 · n=29 | 2.60−0.89 · n=29 | 2.74−1.32 · n=29 | 3.14−2.06 · n=29 | 3.27−2.32 · n=29 | 3.80−2.28 · n=29 | |
| KSFO | — | 2.20−0.75 · n=29 | 2.32−0.69 · n=29 | 2.38−0.92 · n=29 | 2.43−1.19 · n=29 | 2.73−1.61 · n=29 | 3.18−2.01 · n=29 | 3.44−2.28 · n=29 | 3.82−2.22 · n=29 | 4.55−2.51 · n=29 | |
| KTTN | — | 1.77+0.90 · n=29 | 1.85+0.93 · n=29 | 2.12+1.03 · n=29 | 2.54+1.21 · n=29 | 2.75+1.21 · n=29 | 3.54+1.01 · n=29 | 4.22+0.43 · n=29 | 4.64+1.41 · n=29 | 5.49+1.31 · n=29 |
+ model too warm − model too cold bias interval includes zero ★ lowest MAE among ranked models (n ≥ 30) = not distinguishable from the leader ▼ worse than the leader ▲ better than the leader — all three Holm-corrected within this table, over the family of comparisons against the leader; the uncorrected verdict for every pair is published in the pairwise table of each permanent link and in pairwise_latest.csv.gzn < 30 greyed and unranked CI is a 95 % moving-block bootstrap interval on the group's own days, and reads — when it could not be computed skill reads — when fewer than 10 days are common to the model and the baseline: the ratio of two means over a handful of shared days is not a number worth printing
Sampled daily maximum — MAE °F by stationtmax_s
Scored against the maximum of the four *observed* samples on the same day.
| Station | d0 | d1 | d2 | d3 | d4 | d5 | d6 | d7 | d8 | d9 | lead 1–9 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| KATL | — | 0.93+0.08 · n=29 | 1.21+0.35 · n=29 | 1.36+0.50 · n=29 | 1.97+0.83 · n=29 | 1.99+1.23 · n=29 | 2.32+1.44 · n=29 | 3.20+1.01 · n=29 | 5.03+0.77 · n=29 | 5.49+0.75 · n=29 | |
| KAUS | — | 1.66−0.93 · n=29 | 1.85−1.23 · n=29 | 1.88−1.17 · n=29 | 1.97−1.04 · n=29 | 2.36−1.04 · n=29 | 2.63−1.26 · n=29 | 3.47−1.56 · n=29 | 3.97−0.84 · n=29 | 4.63−0.74 · n=29 | |
| KBOS | — | 1.75−1.16 · n=28 | 1.81−0.97 · n=28 | 2.21−1.39 · n=28 | 2.46−0.91 · n=28 | 3.37−1.46 · n=28 | 4.06−0.69 · n=28 | 5.67−0.46 · n=28 | 4.34+0.20 · n=28 | 4.68−1.00 · n=28 | |
| KDCA | — | 1.55+0.81 · n=29 | 1.68+0.75 · n=29 | 1.92+0.73 · n=29 | 2.55+0.87 · n=29 | 2.57+1.28 · n=29 | 3.63+0.91 · n=29 | 4.68−0.00 · n=29 | 5.14+0.26 · n=29 | 5.21−0.33 · n=29 | |
| KDEN | — | 1.78+0.68 · n=29 | 2.21+0.23 · n=29 | 2.62−0.25 · n=29 | 2.65−1.05 · n=29 | 3.45−1.57 · n=29 | 4.41−0.95 · n=29 | 5.63−0.26 · n=29 | 6.64−0.45 · n=29 | 10.31−4.39 · n=29 | |
| KDFW | — | 1.64−1.01 · n=29 | 1.91−1.31 · n=29 | 2.09−1.24 · n=29 | 2.23−1.09 · n=29 | 2.70−0.97 · n=29 | 2.66−1.40 · n=29 | 4.42−2.50 · n=29 | 4.15−1.57 · n=29 | 5.26−1.96 · n=29 | |
| KEWR | — | 1.27−0.44 · n=29 | 1.50−0.55 · n=29 | 1.66−0.63 · n=29 | 2.30−0.59 · n=29 | 2.15−0.58 · n=29 | 3.35−0.63 · n=29 | 4.49−1.32 · n=29 | 4.45−0.89 · n=29 | 4.92−1.47 · n=29 | |
| KIAH | — | 1.59−0.21 · n=29 | 1.87−0.42 · n=29 | 1.97−0.18 · n=29 | 2.13+0.19 · n=29 | 2.28−0.04 · n=29 | 2.52−0.69 · n=29 | 2.89−0.63 · n=29 | 3.46−0.92 · n=29 | 3.81−0.47 · n=29 | |
| KLAS | — | 2.25−2.02 · n=29 | 2.38−1.96 · n=29 | 2.48−1.91 · n=29 | 2.61−1.67 · n=29 | 3.49−1.69 · n=29 | 4.19−1.01 · n=29 | 5.11−1.30 · n=29 | 5.85−2.66 · n=29 | 6.50−3.53 · n=29 | |
| KLAX | — | 2.34−0.91 · n=29 | 2.58−1.27 · n=29 | 2.37−1.20 · n=29 | 2.77−1.45 · n=29 | 3.55−1.73 · n=29 | 4.08−1.56 · n=29 | 4.22−1.69 · n=29 | 5.28−2.13 · n=29 | 6.63−1.85 · n=29 | |
| KMIA | — | 1.72−0.88 · n=29 | 1.92−0.91 · n=29 | 2.02−0.95 · n=29 | 2.30−1.05 · n=29 | 2.45−1.30 · n=29 | 2.79−1.51 · n=29 | 2.25−1.08 · n=29 | 2.64−1.03 · n=29 | 2.53−0.69 · n=29 | |
| KMSP | — | 1.44+0.22 · n=29 | 1.51+0.20 · n=29 | 1.79+0.47 · n=29 | 1.76−0.17 · n=29 | 2.81−0.78 · n=29 | 3.36−0.91 · n=29 | 4.41−0.87 · n=29 | 3.23−0.65 · n=29 | 5.61+0.08 · n=29 | |
| KMSY | — | 2.26−1.98 · n=29 | 2.42−1.99 · n=29 | 2.50−2.15 · n=29 | 2.46−1.98 · n=29 | 2.34−1.32 · n=29 | 2.93−1.33 · n=29 | 2.84−1.01 · n=29 | 3.47−0.96 · n=29 | 3.89−0.50 · n=29 | |
| KNYC | — | 2.60+2.60 · n=28 | 2.51+2.51 · n=28 | 2.49+2.44 · n=28 | 2.93+2.45 · n=28 | 3.16+2.45 · n=28 | 3.72+2.12 · n=28 | 4.37+1.47 · n=28 | 4.21+2.22 · n=28 | 4.05+1.71 · n=28 | |
| KOKC | — | 1.60+0.80 · n=29 | 1.63+0.53 · n=29 | 1.53+0.53 · n=29 | 1.69+0.40 · n=29 | 2.19+0.34 · n=29 | 3.22−0.33 · n=29 | 4.50−1.94 · n=29 | 4.44−0.63 · n=29 | 5.06−1.30 · n=29 | |
| KORD | — | 1.16−0.47 · n=29 | 1.41−0.45 · n=29 | 1.90−0.43 · n=29 | 1.99−0.66 · n=29 | 2.26−0.22 · n=29 | 3.14−0.62 · n=29 | 3.75−0.61 · n=29 | 4.56−2.41 · n=29 | 4.65−1.16 · n=29 | |
| KPHL | — | 1.75+0.41 · n=29 | 1.64+0.31 · n=29 | 2.01+0.17 · n=29 | 2.74+0.40 · n=29 | 2.43+0.44 · n=29 | 3.51+0.35 · n=29 | 4.61−0.53 · n=29 | 4.52+0.06 · n=29 | 4.87−0.71 · n=29 | |
| KPHX | — | 2.06−0.36 · n=29 | 2.28−0.75 · n=29 | 2.13−0.98 · n=29 | 2.04−0.74 · n=29 | 3.40−1.03 · n=29 | 2.83−0.32 · n=29 | 3.23+0.28 · n=29 | 4.87+0.68 · n=29 | 4.99−0.70 · n=29 | |
| KSAN | — | 2.98−2.91 · n=29 | 3.31−3.21 · n=29 | 3.29−3.17 · n=29 | 3.64−3.49 · n=29 | 4.18−3.73 · n=29 | 4.65−3.62 · n=29 | 5.07−3.86 · n=29 | 6.14−4.16 · n=29 | 6.67−4.06 · n=29 | |
| KSAT | — | 1.03−0.34 · n=29 | 1.21−0.70 · n=29 | 1.37−0.65 · n=29 | 1.48−0.62 · n=29 | 1.88−0.60 · n=29 | 2.16−0.77 · n=29 | 3.28−1.08 · n=29 | 3.20−0.45 · n=29 | 3.95−0.21 · n=29 | |
| KSEA | — | 1.69−1.26 · n=29 | 1.70−1.23 · n=29 | 1.87−1.33 · n=29 | 1.95−1.11 · n=29 | 2.42−1.18 · n=29 | 2.69−2.21 · n=29 | 3.34−2.77 · n=29 | 3.73−2.77 · n=29 | 4.09−2.16 · n=29 | |
| KSFO | — | 2.65−1.27 · n=29 | 2.72−1.21 · n=29 | 2.87−1.57 · n=29 | 3.20−1.92 · n=29 | 3.57−2.58 · n=29 | 4.23−2.97 · n=29 | 4.83−3.42 · n=29 | 5.29−3.26 · n=29 | 6.15−3.44 · n=29 | |
| KTTN | — | 2.12+2.09 · n=29 | 2.07+1.97 · n=29 | 2.35+1.94 · n=29 | 2.81+2.07 · n=29 | 2.69+2.01 · n=29 | 3.82+1.94 · n=29 | 5.06+1.00 · n=29 | 4.46+1.52 · n=29 | 5.13+0.86 · n=29 |
Sampled daily minimum — MAE °F by stationtmin_s
Scored against the minimum of the four *observed* samples on the same day.
| Station | d0 | d1 | d2 | d3 | d4 | d5 | d6 | d7 | d8 | d9 | lead 1–9 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| KATL | — | 3.36−3.06 · n=29 | 3.28−3.04 · n=29 | 3.12−2.88 · n=29 | 3.46−3.00 · n=29 | 3.56−2.92 · n=29 | 3.62−2.59 · n=29 | 4.28−1.57 · n=29 | 4.89−1.30 · n=29 | 6.50+0.11 · n=29 | |
| KAUS | — | 2.20+1.83 · n=29 | 2.34+1.76 · n=29 | 2.36+1.73 · n=29 | 2.35+1.82 · n=29 | 2.87+2.18 · n=29 | 3.37+2.75 · n=29 | 4.11+3.31 · n=29 | 4.95+3.47 · n=29 | 5.71+4.10 · n=29 | |
| KBOS | — | 2.28−2.15 · n=28 | 2.17−1.76 · n=28 | 2.48−1.74 · n=28 | 2.35−1.38 · n=28 | 2.71−1.33 · n=28 | 2.96−1.25 · n=28 | 4.14−1.46 · n=28 | 4.01−0.04 · n=28 | 4.15+0.29 · n=28 | |
| KDCA | — | 2.75−2.72 · n=29 | 2.83−2.65 · n=29 | 2.47−2.27 · n=29 | 2.72−1.93 · n=29 | 3.36−1.87 · n=29 | 4.30−2.13 · n=29 | 4.04−2.29 · n=29 | 4.40−1.34 · n=29 | 6.32−0.66 · n=29 | |
| KDEN | — | 2.56−1.47 · n=29 | 2.41−1.39 · n=29 | 2.46−1.36 · n=29 | 3.06−2.12 · n=29 | 3.70−2.36 · n=29 | 4.38−2.71 · n=29 | 4.60−3.39 · n=29 | 4.49−3.51 · n=29 | 6.57−5.29 · n=29 | |
| KDFW | — | 2.61−2.47 · n=29 | 2.91−2.74 · n=29 | 3.02−2.82 · n=29 | 3.00−2.66 · n=29 | 2.82−2.35 · n=29 | 2.94−1.96 · n=29 | 3.38−1.44 · n=29 | 4.94−1.95 · n=29 | 5.70−0.07 · n=29 | |
| KEWR | — | 1.44−1.08 · n=29 | 1.59−1.09 · n=29 | 1.79−0.88 · n=29 | 1.79−0.78 · n=29 | 2.05−0.64 · n=29 | 2.62−0.67 · n=29 | 3.46−1.44 · n=29 | 3.62−0.16 · n=29 | 4.76−0.28 · n=29 | |
| KIAH | — | 1.09−0.25 · n=29 | 1.16−0.54 · n=29 | 1.49−0.52 · n=29 | 2.03−1.07 · n=29 | 2.69−1.06 · n=29 | 3.29−0.37 · n=29 | 3.62+0.59 · n=29 | 4.03+0.78 · n=29 | 4.66+1.22 · n=29 | |
| KLAS | — | 4.22−4.22 · n=29 | 4.19−4.19 · n=29 | 4.19−4.12 · n=29 | 4.36−4.36 · n=29 | 4.27−4.14 · n=29 | 4.77−4.08 · n=29 | 5.00−4.15 · n=29 | 5.56−4.84 · n=29 | 6.15−5.46 · n=29 | |
| KLAX | — | 1.76−0.92 · n=29 | 1.75−1.02 · n=29 | 1.85−1.29 · n=29 | 1.96−1.33 · n=29 | 2.17−1.23 · n=29 | 2.58−1.27 · n=29 | 2.74−1.32 · n=29 | 3.02−1.12 · n=29 | 4.06−1.65 · n=29 | |
| KMIA | — | 1.27−0.39 · n=29 | 1.21−0.57 · n=29 | 1.28−0.64 · n=29 | 1.46−0.82 · n=29 | 1.47−0.85 · n=29 | 1.67−0.83 · n=29 | 1.88−0.62 · n=29 | 2.10−0.73 · n=29 | 2.70−0.96 · n=29 | |
| KMSP | — | 2.66−2.46 · n=29 | 2.57−2.34 · n=29 | 2.59−1.84 · n=29 | 2.75−2.18 · n=29 | 3.52−2.63 · n=29 | 3.95−2.79 · n=29 | 5.67−3.37 · n=29 | 4.90−2.70 · n=29 | 5.20−1.07 · n=29 | |
| KMSY | — | 2.16−1.15 · n=29 | 2.10−1.01 · n=29 | 2.30−1.16 · n=29 | 2.41−1.04 · n=29 | 2.70−0.78 · n=29 | 3.22+0.46 · n=29 | 4.38+1.75 · n=29 | 5.11+1.84 · n=29 | 6.07+2.84 · n=29 | |
| KNYC | — | 1.93−1.20 · n=28 | 2.11−1.23 · n=28 | 2.06−0.97 · n=28 | 2.31−0.88 · n=28 | 2.67−0.81 · n=28 | 2.99−0.86 · n=28 | 3.45−1.54 · n=28 | 3.44−0.26 · n=28 | 4.31−0.27 · n=28 | |
| KOKC | — | 2.08+0.67 · n=29 | 1.80+0.26 · n=29 | 2.11+0.27 · n=29 | 2.39+0.88 · n=29 | 2.57+0.87 · n=29 | 3.00+0.76 · n=29 | 3.89+0.19 · n=29 | 4.54+0.70 · n=29 | 6.14+2.43 · n=29 | |
| KORD | — | 2.58−2.21 · n=29 | 2.61−2.12 · n=29 | 2.79−2.02 · n=29 | 3.16−2.14 · n=29 | 3.34−1.79 · n=29 | 3.48−1.74 · n=29 | 4.43−1.50 · n=29 | 6.62−1.56 · n=29 | 7.15−0.62 · n=29 | |
| KPHL | — | 2.90−2.83 · n=29 | 2.86−2.84 · n=29 | 2.89−2.59 · n=29 | 3.08−2.34 · n=29 | 3.65−2.18 · n=29 | 4.07−2.35 · n=29 | 4.42−3.09 · n=29 | 4.65−1.65 · n=29 | 6.10−1.77 · n=29 | |
| KPHX | — | 3.85−3.74 · n=29 | 3.91−3.71 · n=29 | 4.01−3.85 · n=29 | 4.08−3.88 · n=29 | 4.26−3.82 · n=29 | 4.40−4.18 · n=29 | 4.91−3.98 · n=29 | 5.71−3.68 · n=29 | 6.53−4.93 · n=29 | |
| KSAN | — | 1.81+0.25 · n=29 | 1.88+0.20 · n=29 | 1.84+0.08 · n=29 | 1.90−0.06 · n=29 | 2.15+0.18 · n=29 | 2.56+0.16 · n=29 | 2.49+0.18 · n=29 | 2.95+0.44 · n=29 | 3.65+0.02 · n=29 | |
| KSAT | — | 1.27−0.06 · n=29 | 1.57−0.09 · n=29 | 1.38−0.22 · n=29 | 1.64−0.17 · n=29 | 1.91+0.30 · n=29 | 2.29+0.69 · n=29 | 3.19+1.09 · n=29 | 3.39+1.15 · n=29 | 4.17+1.57 · n=29 | |
| KSEA | — | 2.46−2.31 · n=29 | 2.31−2.13 · n=29 | 2.24−1.88 · n=29 | 1.89−1.41 · n=29 | 2.27−0.90 · n=29 | 2.28−0.63 · n=29 | 2.71−1.39 · n=29 | 2.66−1.76 · n=29 | 3.57−2.32 · n=29 | |
| KSFO | — | 1.80−0.83 · n=29 | 1.89−0.69 · n=29 | 1.94−0.67 · n=29 | 1.94−0.89 · n=29 | 1.93−0.90 · n=29 | 2.32−1.39 · n=29 | 2.60−1.60 · n=29 | 2.71−1.61 · n=29 | 3.34−1.88 · n=29 | |
| KTTN | — | 1.66+1.22 · n=29 | 1.84+1.23 · n=29 | 2.41+1.46 · n=29 | 2.49+1.60 · n=29 | 2.65+1.79 · n=29 | 3.47+1.67 · n=29 | 4.18+0.77 · n=29 | 4.79+2.26 · n=29 | 5.75+2.07 · n=29 |
Against the NWS daily extremes (secondary)
This comparison scores four 6-hourly forecast samples against the true daily extreme, so it includes a sampling penalty. The size of that penalty depends on each model's own diurnal amplitude, which is one of the things this site measures, so these numbers are published for operational relevance and are never used for ranking.
Daily maximum vs NWS CLI
| Station | d0 | d1 | d2 | d3 | d4 | d5 | d6 | d7 | d8 | d9 | lead 1–9 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| KATL | — | 2.61−2.61 · n=29 | 2.48−2.33 · n=29 | 2.40−2.18 · n=29 | 2.89−1.86 · n=29 | 2.82−1.45 · n=29 | 2.80−1.25 · n=29 | 3.59−1.68 · n=29 | 5.22−1.91 · n=29 | 5.86−1.94 · n=29 | |
| KAUS | — | 5.53−5.34 · n=29 | 5.80−5.65 · n=29 | 5.78−5.58 · n=29 | 5.86−5.46 · n=29 | 6.17−5.45 · n=29 | 6.17−5.68 · n=29 | 6.81−5.98 · n=29 | 7.18−5.25 · n=29 | 7.26−5.16 · n=29 | |
| KBOS | — | 2.91−2.75 · n=29 | 2.73−2.54 · n=29 | 3.21−3.04 · n=29 | 3.52−2.76 · n=29 | 4.30−3.27 · n=29 | 4.91−2.57 · n=29 | 6.06−2.17 · n=29 | 4.82−1.55 · n=29 | 5.54−2.39 · n=29 | |
| KDCA | — | 1.63−1.01 · n=29 | 1.69−1.07 · n=29 | 2.05−1.09 · n=29 | 2.48−0.96 · n=29 | 2.80−0.54 · n=29 | 3.41−0.91 · n=29 | 4.78−1.83 · n=29 | 5.41−1.56 · n=29 | 5.77−2.16 · n=29 | |
| KDEN | — | 4.35−4.35 · n=29 | 4.81−4.80 · n=29 | 5.29−5.29 · n=29 | 6.09−6.09 · n=29 | 6.77−6.61 · n=29 | 7.22−5.98 · n=29 | 7.88−5.29 · n=29 | 8.56−5.49 · n=29 | 12.59−9.43 · n=29 | |
| KDFW | — | 4.50−4.46 · n=29 | 4.81−4.76 · n=29 | 4.87−4.69 · n=29 | 5.09−4.54 · n=29 | 5.26−4.42 · n=29 | 5.31−4.85 · n=29 | 7.11−5.95 · n=29 | 6.52−5.02 · n=29 | 7.80−5.41 · n=29 | |
| KEWR | — | 2.41−2.22 · n=29 | 2.61−2.33 · n=29 | 2.58−2.40 · n=29 | 3.13−2.36 · n=29 | 3.17−2.35 · n=29 | 4.15−2.40 · n=29 | 5.53−3.10 · n=29 | 4.81−2.66 · n=29 | 5.61−3.25 · n=29 | |
| KIAH | — | 4.06−3.80 · n=29 | 4.32−4.01 · n=29 | 4.21−3.76 · n=29 | 3.98−3.40 · n=29 | 4.36−3.63 · n=29 | 5.02−4.28 · n=29 | 5.08−4.22 · n=29 | 5.75−4.51 · n=29 | 5.47−4.05 · n=29 | |
| KLAS | — | 3.67−3.67 · n=29 | 3.65−3.61 · n=29 | 3.63−3.55 · n=29 | 3.60−3.32 · n=29 | 4.15−3.34 · n=29 | 4.45−2.65 · n=29 | 5.42−2.95 · n=29 | 6.61−4.30 · n=29 | 7.55−5.17 · n=29 | |
| KLAX | — | 4.08−3.67 · n=29 | 4.47−4.03 · n=29 | 4.49−3.96 · n=29 | 4.88−4.21 · n=29 | 5.16−4.49 · n=29 | 5.47−4.32 · n=29 | 5.82−4.45 · n=29 | 6.80−4.89 · n=29 | 7.70−4.61 · n=29 | |
| KMIA | — | 2.81−2.81 · n=29 | 2.90−2.84 · n=29 | 2.92−2.88 · n=29 | 3.10−2.99 · n=29 | 3.39−3.24 · n=29 | 3.61−3.44 · n=29 | 3.26−3.01 · n=29 | 3.15−2.96 · n=29 | 2.91−2.62 · n=29 | |
| KMSP | — | 3.26−3.10 · n=29 | 3.16−3.11 · n=29 | 2.85−2.84 · n=29 | 3.58−3.48 · n=29 | 4.31−4.09 · n=29 | 5.04−4.22 · n=29 | 6.25−4.18 · n=29 | 5.17−3.96 · n=29 | 7.15−3.23 · n=29 | |
| KMSY | — | 4.29−4.29 · n=29 | 4.30−4.30 · n=29 | 4.46−4.46 · n=29 | 4.30−4.29 · n=29 | 3.74−3.63 · n=29 | 4.01−3.64 · n=29 | 3.94−3.32 · n=29 | 4.11−3.27 · n=29 | 4.34−2.81 · n=29 | |
| KNYC | — | 1.21+0.40 · n=29 | 1.28+0.29 · n=29 | 1.33+0.18 · n=29 | 2.09+0.19 · n=29 | 2.33+0.21 · n=29 | 3.22+0.20 · n=29 | 4.41−0.42 · n=29 | 3.73−0.07 · n=29 | 4.31−0.66 · n=29 | |
| KOKC | — | 2.71−2.38 · n=29 | 3.10−2.65 · n=29 | 3.21−2.65 · n=29 | 3.54−2.77 · n=29 | 3.52−2.84 · n=29 | 4.81−3.50 · n=29 | 6.47−5.11 · n=29 | 6.36−3.80 · n=29 | 6.54−4.47 · n=29 | |
| KORD | — | 2.80−2.74 · n=29 | 2.78−2.72 · n=29 | 3.23−2.70 · n=29 | 3.47−2.93 · n=29 | 3.03−2.49 · n=29 | 3.82−2.88 · n=29 | 4.64−2.87 · n=29 | 5.78−4.68 · n=29 | 5.35−3.43 · n=29 | |
| KPHL | — | 1.79−1.49 · n=29 | 1.77−1.59 · n=29 | 2.10−1.73 · n=29 | 2.54−1.50 · n=29 | 2.82−1.46 · n=29 | 3.33−1.55 · n=29 | 4.89−2.42 · n=29 | 4.85−1.84 · n=29 | 5.52−2.61 · n=29 | |
| KPHX | — | 3.24−3.01 · n=29 | 3.60−3.41 · n=29 | 3.77−3.64 · n=29 | 3.52−3.39 · n=29 | 4.63−3.69 · n=29 | 3.83−2.98 · n=29 | 4.05−2.38 · n=29 | 5.05−1.98 · n=29 | 5.77−3.35 · n=29 | |
| KSAN | — | 5.33−5.33 · n=29 | 5.63−5.63 · n=29 | 5.58−5.58 · n=29 | 5.91−5.91 · n=29 | 6.15−6.15 · n=29 | 6.51−6.04 · n=29 | 6.85−6.27 · n=29 | 7.69−6.58 · n=29 | 7.97−6.47 · n=29 | |
| KSAT | — | 3.95−3.95 · n=29 | 4.31−4.31 · n=29 | 4.26−4.25 · n=29 | 4.25−4.22 · n=29 | 4.35−4.20 · n=29 | 4.52−4.37 · n=29 | 5.36−4.68 · n=29 | 5.26−4.06 · n=29 | 5.63−3.81 · n=29 | |
| KSEA | — | 2.92−2.73 · n=29 | 2.89−2.70 · n=29 | 2.99−2.80 · n=29 | 2.88−2.58 · n=29 | 3.24−2.65 · n=29 | 3.92−3.68 · n=29 | 4.60−4.24 · n=29 | 4.67−4.24 · n=29 | 4.58−3.63 · n=29 | |
| KSFO | — | 5.01−5.01 · n=29 | 4.96−4.96 · n=29 | 5.31−5.31 · n=29 | 5.70−5.66 · n=29 | 6.32−6.32 · n=29 | 6.74−6.72 · n=29 | 7.22−7.17 · n=29 | 7.18−7.00 · n=29 | 8.00−7.18 · n=29 | |
| KTTN | — | 1.03+0.16 · n=29 | 1.33+0.04 · n=29 | 1.34+0.01 · n=29 | 2.21+0.14 · n=29 | 2.20+0.08 · n=29 | 3.30+0.00 · n=29 | 5.14−0.93 · n=29 | 4.12−0.41 · n=29 | 5.12−1.07 · n=29 |
Daily minimum vs NWS CLI
| Station | d0 | d1 | d2 | d3 | d4 | d5 | d6 | d7 | d8 | d9 | lead 1–9 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| KATL | — | 2.98−1.56 · n=29 | 2.87−1.54 · n=29 | 2.77−1.37 · n=29 | 2.89−1.49 · n=29 | 3.01−1.41 · n=29 | 3.25−1.08 · n=29 | 4.37−0.07 · n=29 | 5.03+0.21 · n=29 | 6.18+1.61 · n=29 | |
| KAUS | — | 3.63+3.55 · n=29 | 3.54+3.48 · n=29 | 3.60+3.44 · n=29 | 3.61+3.54 · n=29 | 3.97+3.89 · n=29 | 4.74+4.47 · n=29 | 5.50+5.03 · n=29 | 5.89+5.18 · n=29 | 6.91+5.81 · n=29 | |
| KBOS | — | 1.22−0.06 · n=29 | 1.46+0.30 · n=29 | 1.73+0.33 · n=29 | 1.84+0.71 · n=29 | 2.14+0.75 · n=29 | 2.48+0.92 · n=29 | 3.45+0.68 · n=29 | 3.98+1.95 · n=29 | 4.18+2.26 · n=29 | |
| KDCA | — | 1.75−1.07 · n=29 | 1.79−1.00 · n=29 | 1.70−0.62 · n=29 | 2.28−0.28 · n=29 | 2.83−0.22 · n=29 | 3.65−0.48 · n=29 | 3.75−0.64 · n=29 | 4.49+0.30 · n=29 | 6.29+0.98 · n=29 | |
| KDEN | — | 2.43+0.54 · n=29 | 2.21+0.63 · n=29 | 2.32+0.65 · n=29 | 2.42−0.11 · n=29 | 3.06−0.34 · n=29 | 3.79−0.70 · n=29 | 3.74−1.38 · n=29 | 3.46−1.49 · n=29 | 5.02−3.28 · n=29 | |
| KDFW | — | 2.37−0.60 · n=29 | 2.59−0.87 · n=29 | 2.66−0.96 · n=29 | 2.84−0.79 · n=29 | 2.93−0.48 · n=29 | 3.06−0.09 · n=29 | 3.76+0.43 · n=29 | 4.51−0.09 · n=29 | 5.79+1.80 · n=29 | |
| KEWR | — | 1.66+1.29 · n=29 | 1.64+1.28 · n=29 | 1.88+1.49 · n=29 | 2.06+1.60 · n=29 | 2.00+1.73 · n=29 | 2.57+1.70 · n=29 | 3.61+0.93 · n=29 | 4.07+2.21 · n=29 | 4.96+2.09 · n=29 | |
| KIAH | — | 2.00+1.72 · n=29 | 2.07+1.44 · n=29 | 2.41+1.46 · n=29 | 2.46+0.91 · n=29 | 3.28+0.92 · n=29 | 4.07+1.61 · n=29 | 4.39+2.57 · n=29 | 5.03+2.76 · n=29 | 5.37+3.20 · n=29 | |
| KLAS | — | 2.77−2.64 · n=29 | 2.91−2.61 · n=29 | 2.98−2.53 · n=29 | 3.08−2.78 · n=29 | 2.97−2.56 · n=29 | 3.55−2.49 · n=29 | 4.05−2.57 · n=29 | 4.65−3.26 · n=29 | 5.27−3.88 · n=29 | |
| KLAX | — | 1.47+0.82 · n=29 | 1.40+0.71 · n=29 | 1.35+0.45 · n=29 | 1.59+0.41 · n=29 | 1.99+0.51 · n=29 | 2.43+0.47 · n=29 | 2.34+0.42 · n=29 | 2.84+0.61 · n=29 | 3.97+0.09 · n=29 | |
| KMIA | — | 1.73+1.33 · n=29 | 1.61+1.16 · n=29 | 1.54+1.08 · n=29 | 1.61+0.91 · n=29 | 1.69+0.88 · n=29 | 1.86+0.90 · n=29 | 2.10+1.10 · n=29 | 2.42+0.99 · n=29 | 2.56+0.76 · n=29 | |
| KMSP | — | 2.90−0.22 · n=29 | 2.84−0.10 · n=29 | 2.76+0.41 · n=29 | 2.60+0.07 · n=29 | 3.02−0.39 · n=29 | 3.51−0.54 · n=29 | 5.97−1.12 · n=29 | 4.46−0.46 · n=29 | 5.96+1.17 · n=29 | |
| KMSY | — | 2.36+0.85 · n=29 | 2.26+0.98 · n=29 | 2.30+0.84 · n=29 | 2.49+0.95 · n=29 | 2.91+1.22 · n=29 | 4.06+2.46 · n=29 | 5.46+3.75 · n=29 | 6.36+3.84 · n=29 | 7.06+4.84 · n=29 | |
| KNYC | — | 2.06+0.24 · n=29 | 2.08+0.19 · n=29 | 2.10+0.39 · n=29 | 2.23+0.47 · n=29 | 2.54+0.57 · n=29 | 2.87+0.58 · n=29 | 2.97−0.17 · n=29 | 3.49+1.00 · n=29 | 3.89+0.90 · n=29 | |
| KOKC | — | 2.62+2.13 · n=29 | 2.28+1.73 · n=29 | 2.38+1.73 · n=29 | 2.93+2.34 · n=29 | 3.10+2.33 · n=29 | 3.38+2.22 · n=29 | 4.04+1.65 · n=29 | 4.81+2.16 · n=29 | 6.55+3.89 · n=29 | |
| KORD | — | 2.33−0.73 · n=29 | 2.38−0.63 · n=29 | 2.69−0.53 · n=29 | 2.98−0.66 · n=29 | 3.33−0.31 · n=29 | 3.22−0.26 · n=29 | 4.42−0.02 · n=29 | 6.65−0.07 · n=29 | 7.26+0.86 · n=29 | |
| KPHL | — | 1.96−0.85 · n=29 | 1.75−0.86 · n=29 | 1.77−0.61 · n=29 | 2.05−0.36 · n=29 | 2.84−0.20 · n=29 | 3.33−0.37 · n=29 | 4.11−1.11 · n=29 | 4.69+0.33 · n=29 | 5.88+0.20 · n=29 | |
| KPHX | — | 2.99−2.44 · n=29 | 2.98−2.42 · n=29 | 2.98−2.55 · n=29 | 3.12−2.59 · n=29 | 3.52−2.53 · n=29 | 3.62−2.88 · n=29 | 4.26−2.68 · n=29 | 5.23−2.39 · n=29 | 5.90−3.63 · n=29 | |
| KSAN | — | 2.20+2.14 · n=29 | 2.27+2.09 · n=29 | 2.12+1.97 · n=29 | 2.09+1.83 · n=29 | 2.49+2.06 · n=29 | 2.82+2.05 · n=29 | 2.95+2.07 · n=29 | 3.52+2.33 · n=29 | 3.68+1.91 · n=29 | |
| KSAT | — | 1.44+0.92 · n=29 | 1.60+0.89 · n=29 | 1.56+0.76 · n=29 | 1.83+0.81 · n=29 | 2.17+1.27 · n=29 | 2.74+1.67 · n=29 | 3.61+2.07 · n=29 | 3.90+2.13 · n=29 | 4.74+2.55 · n=29 | |
| KSEA | — | 1.36−0.48 · n=29 | 1.45−0.29 · n=29 | 1.48−0.05 · n=29 | 1.55+0.42 · n=29 | 1.99+0.93 · n=29 | 2.30+1.20 · n=29 | 2.50+0.44 · n=29 | 2.31+0.08 · n=29 | 3.16−0.49 · n=29 | |
| KSFO | — | 1.50+0.10 · n=29 | 1.73+0.24 · n=29 | 1.84+0.26 · n=29 | 1.69+0.04 · n=29 | 1.85+0.03 · n=29 | 2.13−0.46 · n=29 | 2.32−0.67 · n=29 | 2.44−0.68 · n=29 | 3.07−0.96 · n=29 | |
| KTTN | — | 4.28+4.28 · n=29 | 4.29+4.29 · n=29 | 4.67+4.53 · n=29 | 4.85+4.67 · n=29 | 4.93+4.85 · n=29 | 5.04+4.73 · n=29 | 5.32+3.84 · n=29 | 6.52+5.32 · n=29 | 7.15+5.13 · n=29 |
Month-by-month slices live on the canonical page: they do not depend on the window, initialization or interpolation selected here.
Source and licence
Where the numbers come from, what may be done with them, and what was — deliberately — not done to the forecast before scoring it.
Where it comes from
ecmwf · aifs-single
Steps every 6 h to 240 h; sampled at 00/06/12/18 UTC only.
Licence
ECMWF open data, CC BY 4.0, © ECMWF.
Post-processing
None. Raw grid values, bilinear (headline) or nearest-node interpolation, no MOS, no bias correction, no downscaling.