Tracking Xweather forecasts vs actuals for 50 US state capitals
Mean absolute error (°F) using the earliest stored forecast for each hour vs the observed temperature. Lower is better. Ranked best → worst.
| Capital | Samples | MAE °F | Bias °F | Avg lead (h) |
|---|---|---|---|---|
| Little Rock AR | 178 | 1.16 | 0.51 | 48.0 |
| Indianapolis IN | 178 | 1.21 | -0.61 | 48.0 |
| Sacramento CA | 178 | 1.46 | 0.05 | 48.0 |
| Jefferson City MO | 178 | 1.56 | 0.65 | 48.0 |
| Honolulu HI | 178 | 1.76 | -1.27 | 48.0 |
| Nashville TN | 178 | 1.80 | 1.10 | 48.0 |
| Raleigh NC | 178 | 1.87 | 0.24 | 48.0 |
| Salem OR | 178 | 1.89 | 0.94 | 48.0 |
| Columbus OH | 178 | 1.90 | 0.47 | 48.0 |
| Augusta ME | 178 | 2.08 | -0.53 | 48.0 |
| Austin TX | 178 | 2.13 | -0.31 | 48.0 |
| Albany NY | 178 | 2.18 | -0.08 | 48.0 |
| Des Moines IA | 178 | 2.19 | 0.91 | 48.0 |
| Columbia SC | 178 | 2.19 | 0.11 | 48.0 |
| Jackson MS | 178 | 2.24 | 1.42 | 48.0 |
| Charleston WV | 178 | 2.38 | 2.05 | 48.0 |
| Topeka KS | 178 | 2.39 | 1.64 | 48.0 |
| Lansing MI | 178 | 2.39 | 1.33 | 48.0 |
| Saint Paul MN | 178 | 2.45 | 0.36 | 48.0 |
| Cheyenne WY | 178 | 2.48 | -1.04 | 48.0 |
| Madison WI | 178 | 2.54 | 1.92 | 48.0 |
| Atlanta GA | 178 | 2.57 | 1.39 | 48.0 |
| Annapolis MD | 178 | 2.59 | 0.95 | 48.0 |
| Boston MA | 178 | 2.63 | 0.12 | 48.0 |
| Lincoln NE | 178 | 2.67 | 2.23 | 48.0 |
| Montpelier VT | 178 | 2.67 | -0.04 | 48.0 |
| Springfield IL | 178 | 2.69 | 2.50 | 48.0 |
| Dover DE | 178 | 2.72 | -0.03 | 48.0 |
| Frankfort KY | 178 | 2.75 | 1.83 | 48.0 |
| Concord NH | 178 | 2.76 | -1.02 | 48.0 |
| Baton Rouge LA | 178 | 2.79 | 1.61 | 48.0 |
| Trenton NJ | 178 | 2.79 | -0.31 | 48.0 |
| Harrisburg PA | 178 | 2.79 | 0.87 | 48.0 |
| Hartford CT | 178 | 2.80 | -0.24 | 48.0 |
| Oklahoma City OK | 178 | 2.84 | 1.81 | 48.0 |
| Olympia WA | 178 | 2.84 | -0.33 | 48.0 |
| Richmond VA | 178 | 2.88 | 1.42 | 48.0 |
| Providence RI | 178 | 2.99 | -1.26 | 48.0 |
| Helena MT | 178 | 3.11 | -0.79 | 48.0 |
| Denver CO | 178 | 3.15 | -0.22 | 48.0 |
| Carson City NV | 178 | 3.16 | -2.62 | 48.0 |
| Juneau AK | 178 | 3.17 | -0.17 | 48.0 |
| Bismarck ND | 178 | 3.17 | 1.16 | 48.0 |
| Phoenix AZ | 178 | 3.19 | -2.71 | 48.0 |
| Tallahassee FL | 178 | 3.27 | -1.98 | 48.0 |
| Montgomery AL | 178 | 3.38 | 0.22 | 48.0 |
| Santa Fe NM | 178 | 3.46 | -1.34 | 48.0 |
| Boise ID | 178 | 3.81 | 1.22 | 48.0 |
| Pierre SD | 178 | 4.27 | 2.13 | 48.0 |
| Salt Lake City UT | 178 | 4.37 | -3.69 | 48.0 |
Each row pairs an observation with the earliest forecast we had for that hour.
| When (local) | City | Forecast | Actual | Error | Lead (h) |
|---|---|---|---|---|---|
| 2026-09-08 04:00 CDT | Montgomery AL | 75.0°F | 79.0°F | -4.0° | 48.0 |
| 2026-09-08 01:00 AKDT | Juneau AK | 53.0°F | 55.0°F | -2.0° | 48.0 |
| 2026-09-08 02:00 MST | Phoenix AZ | 89.0°F | 92.0°F | -3.0° | 48.0 |
| 2026-09-08 04:00 CDT | Little Rock AR | 74.0°F | 73.0°F | +1.0° | 48.0 |
| 2026-09-08 02:00 PDT | Sacramento CA | 62.0°F | 59.0°F | +3.0° | 48.0 |
| 2026-09-08 03:00 MDT | Denver CO | 66.0°F | 70.0°F | -4.0° | 48.0 |
| 2026-09-08 05:00 EDT | Hartford CT | 57.0°F | 57.0°F | +0.0° | 48.0 |
| 2026-09-08 05:00 EDT | Dover DE | 60.0°F | 65.0°F | -5.0° | 48.0 |
| 2026-09-08 05:00 EDT | Tallahassee FL | 75.0°F | 77.0°F | -2.0° | 48.0 |
| 2026-09-08 05:00 EDT | Atlanta GA | 72.0°F | 74.0°F | -2.0° | 48.0 |
| 2026-09-07 23:00 HST | Honolulu HI | 79.0°F | 82.0°F | -3.0° | 48.0 |
| 2026-09-08 03:00 MDT | Boise ID | 53.0°F | 51.0°F | +2.0° | 48.0 |
| 2026-09-08 04:00 CDT | Springfield IL | 66.0°F | 63.0°F | +3.0° | 48.0 |
| 2026-09-08 05:00 EDT | Indianapolis IN | 68.0°F | 67.0°F | +1.0° | 48.0 |
| 2026-09-08 04:00 CDT | Des Moines IA | 73.0°F | 71.0°F | +2.0° | 48.0 |
| 2026-09-08 04:00 CDT | Topeka KS | 79.0°F | 80.0°F | -1.0° | 48.0 |
| 2026-09-08 05:00 EDT | Frankfort KY | 68.0°F | 71.0°F | -3.0° | 48.0 |
| 2026-09-08 04:00 CDT | Baton Rouge LA | 79.0°F | 72.0°F | +7.0° | 48.0 |
| 2026-09-08 05:00 EDT | Augusta ME | 56.0°F | 61.0°F | -5.0° | 48.0 |
| 2026-09-08 05:00 EDT | Annapolis MD | 65.0°F | 66.0°F | -1.0° | 48.0 |
| 2026-09-08 05:00 EDT | Boston MA | 61.0°F | 65.0°F | -4.0° | 48.0 |
| 2026-09-08 05:00 EDT | Lansing MI | 59.0°F | 58.0°F | +1.0° | 48.0 |
| 2026-09-08 04:00 CDT | Saint Paul MN | 70.0°F | 66.0°F | +4.0° | 48.0 |
| 2026-09-08 04:00 CDT | Jackson MS | 76.0°F | 76.0°F | +0.0° | 48.0 |
| 2026-09-08 04:00 CDT | Jefferson City MO | 68.0°F | 69.0°F | -1.0° | 48.0 |
| 2026-09-08 03:00 MDT | Helena MT | 50.0°F | 54.0°F | -4.0° | 48.0 |
| 2026-09-08 04:00 CDT | Lincoln NE | 81.0°F | 79.0°F | +2.0° | 48.0 |
| 2026-09-08 02:00 PDT | Carson City NV | 55.0°F | 52.0°F | +3.0° | 48.0 |
| 2026-09-08 05:00 EDT | Concord NH | 54.0°F | 52.0°F | +2.0° | 48.0 |
| 2026-09-08 05:00 EDT | Trenton NJ | 57.0°F | 58.0°F | -1.0° | 48.0 |
| 2026-09-08 03:00 MDT | Santa Fe NM | 62.0°F | 68.0°F | -6.0° | 48.0 |
| 2026-09-08 05:00 EDT | Albany NY | 53.0°F | 54.0°F | -1.0° | 48.0 |
| 2026-09-08 05:00 EDT | Raleigh NC | 65.0°F | 64.0°F | +1.0° | 48.0 |
| 2026-09-08 04:00 CDT | Bismarck ND | 65.0°F | 68.0°F | -3.0° | 48.0 |
| 2026-09-08 05:00 EDT | Columbus OH | 64.0°F | 67.0°F | -3.0° | 48.0 |
| 2026-09-08 04:00 CDT | Oklahoma City OK | 82.0°F | 77.0°F | +5.0° | 48.0 |
| 2026-09-08 02:00 PDT | Salem OR | 56.0°F | 57.0°F | -1.0° | 48.0 |
| 2026-09-08 05:00 EDT | Harrisburg PA | 56.0°F | 55.0°F | +1.0° | 48.0 |
| 2026-09-08 05:00 EDT | Providence RI | 58.0°F | 60.0°F | -2.0° | 48.0 |
| 2026-09-08 05:00 EDT | Columbia SC | 71.0°F | 70.0°F | +1.0° | 48.0 |