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) |
|---|---|---|---|---|
| Austin TX | 191 | 1.26 | 0.60 | 48.0 |
| Jackson MS | 191 | 1.30 | 0.62 | 48.0 |
| Raleigh NC | 191 | 1.44 | 0.42 | 48.0 |
| Baton Rouge LA | 191 | 1.60 | 0.66 | 48.0 |
| Honolulu HI | 191 | 1.69 | -0.39 | 48.0 |
| Richmond VA | 191 | 1.76 | -0.76 | 48.0 |
| Lansing MI | 191 | 1.82 | 0.03 | 48.0 |
| Providence RI | 191 | 1.88 | -0.17 | 48.0 |
| Dover DE | 191 | 1.96 | -0.21 | 48.0 |
| Little Rock AR | 191 | 2.05 | -0.80 | 48.0 |
| Augusta ME | 191 | 2.10 | -0.26 | 48.0 |
| Hartford CT | 191 | 2.19 | 0.40 | 48.0 |
| Oklahoma City OK | 191 | 2.20 | -0.17 | 48.0 |
| Saint Paul MN | 191 | 2.23 | -0.16 | 48.0 |
| Harrisburg PA | 191 | 2.25 | 0.08 | 48.0 |
| Sacramento CA | 191 | 2.28 | 0.60 | 48.0 |
| Charleston WV | 191 | 2.28 | 0.43 | 48.0 |
| Albany NY | 191 | 2.29 | 0.28 | 48.0 |
| Trenton NJ | 191 | 2.34 | 0.97 | 48.0 |
| Boston MA | 191 | 2.35 | 0.08 | 48.0 |
| Annapolis MD | 191 | 2.36 | -0.01 | 48.0 |
| Madison WI | 191 | 2.36 | 1.01 | 48.0 |
| Boise ID | 191 | 2.40 | -1.03 | 48.0 |
| Columbus OH | 191 | 2.42 | 0.76 | 48.0 |
| Concord NH | 191 | 2.44 | -0.83 | 48.0 |
| Nashville TN | 191 | 2.45 | 2.15 | 48.0 |
| Salem OR | 191 | 2.46 | 0.66 | 48.0 |
| Carson City NV | 191 | 2.55 | -1.29 | 48.0 |
| Helena MT | 191 | 2.61 | -0.45 | 48.0 |
| Montpelier VT | 191 | 2.64 | 0.46 | 48.0 |
| Des Moines IA | 191 | 2.70 | -0.08 | 48.0 |
| Pierre SD | 191 | 2.71 | -1.59 | 48.0 |
| Lincoln NE | 191 | 2.77 | 1.12 | 48.0 |
| Atlanta GA | 191 | 2.80 | 2.26 | 48.0 |
| Indianapolis IN | 191 | 2.90 | 1.94 | 48.0 |
| Topeka KS | 191 | 2.90 | 1.93 | 48.0 |
| Columbia SC | 191 | 2.95 | 2.46 | 48.0 |
| Frankfort KY | 191 | 2.98 | 2.48 | 48.0 |
| Tallahassee FL | 191 | 3.03 | 1.65 | 48.0 |
| Bismarck ND | 191 | 3.05 | -2.18 | 48.0 |
| Jefferson City MO | 191 | 3.16 | 2.63 | 48.0 |
| Olympia WA | 191 | 3.17 | -0.69 | 48.0 |
| Juneau AK | 191 | 3.26 | 0.93 | 48.0 |
| Montgomery AL | 191 | 3.39 | 1.77 | 48.0 |
| Santa Fe NM | 191 | 3.43 | -1.09 | 48.0 |
| Salt Lake City UT | 191 | 3.43 | -2.06 | 48.0 |
| Phoenix AZ | 191 | 3.57 | -1.03 | 48.0 |
| Cheyenne WY | 191 | 3.57 | 0.70 | 48.0 |
| Springfield IL | 191 | 3.62 | 3.10 | 48.0 |
| Denver CO | 191 | 3.66 | 1.13 | 48.0 |
Each row pairs an observation with the earliest forecast we had for that hour.
| When (local) | City | Forecast | Actual | Error | Lead (h) |
|---|---|---|---|---|---|
| 2026-08-20 17:00 CDT | Montgomery AL | 96.0°F | 93.0°F | +3.0° | 48.0 |
| 2026-08-20 14:00 AKDT | Juneau AK | 58.0°F | 55.0°F | +3.0° | 48.0 |
| 2026-08-20 15:00 MST | Phoenix AZ | 108.0°F | 103.0°F | +5.0° | 48.0 |
| 2026-08-20 17:00 CDT | Little Rock AR | 97.0°F | 104.0°F | -7.0° | 48.0 |
| 2026-08-20 15:00 PDT | Sacramento CA | 91.0°F | 88.0°F | +3.0° | 48.0 |
| 2026-08-20 16:00 MDT | Denver CO | 93.0°F | 92.0°F | +1.0° | 48.0 |
| 2026-08-20 18:00 EDT | Hartford CT | 79.0°F | 68.0°F | +11.0° | 48.0 |
| 2026-08-20 18:00 EDT | Dover DE | 80.0°F | 79.0°F | +1.0° | 48.0 |
| 2026-08-20 18:00 EDT | Tallahassee FL | 90.0°F | 81.0°F | +9.0° | 48.0 |
| 2026-08-20 18:00 EDT | Atlanta GA | 94.0°F | 96.0°F | -2.0° | 48.0 |
| 2026-08-20 12:00 HST | Honolulu HI | 86.0°F | 85.0°F | +1.0° | 48.0 |
| 2026-08-20 16:00 MDT | Boise ID | 97.0°F | 99.0°F | -2.0° | 48.0 |
| 2026-08-20 17:00 CDT | Springfield IL | 80.0°F | 82.0°F | -2.0° | 48.0 |
| 2026-08-20 18:00 EDT | Indianapolis IN | 79.0°F | 82.0°F | -3.0° | 48.0 |
| 2026-08-20 17:00 CDT | Des Moines IA | 81.0°F | 84.0°F | -3.0° | 48.0 |
| 2026-08-20 17:00 CDT | Topeka KS | 86.0°F | 86.0°F | +0.0° | 48.0 |
| 2026-08-20 18:00 EDT | Frankfort KY | 81.0°F | 78.0°F | +3.0° | 48.0 |
| 2026-08-20 17:00 CDT | Baton Rouge LA | 97.0°F | 95.0°F | +2.0° | 48.0 |
| 2026-08-20 18:00 EDT | Augusta ME | 76.0°F | 77.0°F | -1.0° | 48.0 |
| 2026-08-20 18:00 EDT | Annapolis MD | 81.0°F | 76.0°F | +5.0° | 48.0 |
| 2026-08-20 18:00 EDT | Boston MA | 79.0°F | 74.0°F | +5.0° | 48.0 |
| 2026-08-20 18:00 EDT | Lansing MI | 79.0°F | 79.0°F | +0.0° | 48.0 |
| 2026-08-20 17:00 CDT | Saint Paul MN | 81.0°F | 78.0°F | +3.0° | 48.0 |
| 2026-08-20 17:00 CDT | Jackson MS | 98.0°F | 98.0°F | +0.0° | 48.0 |
| 2026-08-20 17:00 CDT | Jefferson City MO | 84.0°F | 83.0°F | +1.0° | 48.0 |
| 2026-08-20 16:00 MDT | Helena MT | 89.0°F | 92.0°F | -3.0° | 48.0 |
| 2026-08-20 17:00 CDT | Lincoln NE | 85.0°F | 84.0°F | +1.0° | 48.0 |
| 2026-08-20 15:00 PDT | Carson City NV | 93.0°F | 93.0°F | +0.0° | 48.0 |
| 2026-08-20 18:00 EDT | Concord NH | 78.0°F | 75.0°F | +3.0° | 48.0 |
| 2026-08-20 18:00 EDT | Trenton NJ | 79.0°F | 78.0°F | +1.0° | 48.0 |
| 2026-08-20 16:00 MDT | Santa Fe NM | 83.0°F | 89.0°F | -6.0° | 48.0 |
| 2026-08-20 18:00 EDT | Albany NY | 75.0°F | 65.0°F | +10.0° | 48.0 |
| 2026-08-20 18:00 EDT | Raleigh NC | 90.0°F | 91.0°F | -1.0° | 48.0 |
| 2026-08-20 17:00 CDT | Bismarck ND | 86.0°F | 89.0°F | -3.0° | 48.0 |
| 2026-08-20 18:00 EDT | Columbus OH | 77.0°F | 80.0°F | -3.0° | 48.0 |
| 2026-08-20 17:00 CDT | Oklahoma City OK | 101.0°F | 105.0°F | -4.0° | 48.0 |
| 2026-08-20 15:00 PDT | Salem OR | 85.0°F | 89.0°F | -4.0° | 48.0 |
| 2026-08-20 18:00 EDT | Harrisburg PA | 76.0°F | 70.0°F | +6.0° | 48.0 |
| 2026-08-20 18:00 EDT | Providence RI | 79.0°F | 79.0°F | +0.0° | 48.0 |
| 2026-08-20 18:00 EDT | Columbia SC | 94.0°F | 95.0°F | -1.0° | 48.0 |