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 | 176 | 1.53 | 0.80 | 48.0 |
| Little Rock AR | 176 | 1.72 | 0.79 | 48.0 |
| Tallahassee FL | 176 | 1.74 | -0.45 | 48.0 |
| Richmond VA | 176 | 1.74 | -0.34 | 48.0 |
| Indianapolis IN | 176 | 1.78 | -0.18 | 48.0 |
| Charleston WV | 176 | 1.80 | 0.95 | 48.0 |
| Montgomery AL | 176 | 1.91 | -0.40 | 48.0 |
| Trenton NJ | 176 | 1.91 | -0.85 | 48.0 |
| Honolulu HI | 176 | 1.98 | -1.76 | 48.0 |
| Jackson MS | 176 | 2.01 | 0.41 | 48.0 |
| Frankfort KY | 176 | 2.05 | -0.08 | 48.0 |
| Augusta ME | 176 | 2.05 | 0.20 | 48.0 |
| Providence RI | 176 | 2.14 | -1.24 | 48.0 |
| Columbia SC | 176 | 2.19 | -0.64 | 48.0 |
| Salem OR | 176 | 2.21 | 0.98 | 48.0 |
| Nashville TN | 176 | 2.22 | 0.80 | 48.0 |
| Boston MA | 176 | 2.26 | -0.81 | 48.0 |
| Concord NH | 176 | 2.28 | -0.63 | 48.0 |
| Annapolis MD | 176 | 2.32 | -1.16 | 48.0 |
| Baton Rouge LA | 176 | 2.34 | 0.63 | 48.0 |
| Jefferson City MO | 176 | 2.34 | 0.11 | 48.0 |
| Dover DE | 176 | 2.39 | -1.53 | 48.0 |
| Albany NY | 176 | 2.39 | -0.08 | 48.0 |
| Sacramento CA | 176 | 2.41 | 2.02 | 48.0 |
| Harrisburg PA | 176 | 2.44 | -1.31 | 48.0 |
| Hartford CT | 176 | 2.49 | 0.08 | 48.0 |
| Saint Paul MN | 176 | 2.49 | 0.12 | 48.0 |
| Columbus OH | 176 | 2.52 | 0.90 | 48.0 |
| Atlanta GA | 176 | 2.57 | 1.47 | 48.0 |
| Raleigh NC | 176 | 2.61 | -1.70 | 48.0 |
| Boise ID | 176 | 2.66 | -1.63 | 48.0 |
| Santa Fe NM | 176 | 2.74 | 0.36 | 48.0 |
| Des Moines IA | 176 | 2.75 | 2.13 | 48.0 |
| Helena MT | 176 | 2.82 | -0.69 | 48.0 |
| Bismarck ND | 176 | 2.87 | -0.52 | 48.0 |
| Oklahoma City OK | 176 | 2.89 | 0.48 | 48.0 |
| Olympia WA | 176 | 3.00 | 1.70 | 48.0 |
| Phoenix AZ | 176 | 3.04 | 0.15 | 48.0 |
| Lansing MI | 176 | 3.06 | 1.49 | 48.0 |
| Cheyenne WY | 176 | 3.10 | -0.45 | 48.0 |
| Madison WI | 176 | 3.11 | 1.79 | 48.0 |
| Pierre SD | 176 | 3.19 | 1.89 | 48.0 |
| Montpelier VT | 176 | 3.28 | 0.86 | 48.0 |
| Springfield IL | 176 | 3.30 | 1.83 | 48.0 |
| Carson City NV | 176 | 3.38 | -0.12 | 48.0 |
| Denver CO | 176 | 3.66 | -0.23 | 48.0 |
| Juneau AK | 176 | 4.04 | 2.14 | 48.0 |
| Salt Lake City UT | 176 | 4.14 | -1.59 | 48.0 |
| Topeka KS | 176 | 4.38 | 0.36 | 48.0 |
| Lincoln NE | 176 | 4.72 | 3.58 | 48.0 |
Each row pairs an observation with the earliest forecast we had for that hour.
| When (local) | City | Forecast | Actual | Error | Lead (h) |
|---|---|---|---|---|---|
| 2026-09-19 02:00 CDT | Montgomery AL | 76.0°F | 75.0°F | +1.0° | 48.0 |
| 2026-09-18 23:00 AKDT | Juneau AK | 52.0°F | 54.0°F | -2.0° | 48.0 |
| 2026-09-19 00:00 MST | Phoenix AZ | 84.0°F | 89.0°F | -5.0° | 48.0 |
| 2026-09-19 02:00 CDT | Little Rock AR | 79.0°F | 79.0°F | +0.0° | 48.0 |
| 2026-09-19 00:00 PDT | Sacramento CA | 65.0°F | 63.0°F | +2.0° | 48.0 |
| 2026-09-19 01:00 MDT | Denver CO | 62.0°F | 62.0°F | +0.0° | 48.0 |
| 2026-09-19 03:00 EDT | Hartford CT | 55.0°F | 61.0°F | -6.0° | 48.0 |
| 2026-09-19 03:00 EDT | Dover DE | 65.0°F | 67.0°F | -2.0° | 48.0 |
| 2026-09-19 03:00 EDT | Tallahassee FL | 74.0°F | 74.0°F | +0.0° | 48.0 |
| 2026-09-19 03:00 EDT | Atlanta GA | 76.0°F | 75.0°F | +1.0° | 48.0 |
| 2026-09-18 21:00 HST | Honolulu HI | 79.0°F | 81.0°F | -2.0° | 48.0 |
| 2026-09-19 01:00 MDT | Boise ID | 61.0°F | 57.0°F | +4.0° | 48.0 |
| 2026-09-19 02:00 CDT | Springfield IL | 75.0°F | 75.0°F | +0.0° | 48.0 |
| 2026-09-19 03:00 EDT | Indianapolis IN | 69.0°F | 71.0°F | -2.0° | 48.0 |
| 2026-09-19 02:00 CDT | Des Moines IA | 74.0°F | 78.0°F | -4.0° | 48.0 |
| 2026-09-19 02:00 CDT | Topeka KS | 78.0°F | 81.0°F | -3.0° | 48.0 |
| 2026-09-19 03:00 EDT | Frankfort KY | 70.0°F | 71.0°F | -1.0° | 48.0 |
| 2026-09-19 02:00 CDT | Baton Rouge LA | 76.0°F | 71.0°F | +5.0° | 48.0 |
| 2026-09-19 03:00 EDT | Augusta ME | 46.0°F | 48.0°F | -2.0° | 48.0 |
| 2026-09-19 03:00 EDT | Annapolis MD | 68.0°F | 73.0°F | -5.0° | 48.0 |
| 2026-09-19 03:00 EDT | Boston MA | 57.0°F | 60.0°F | -3.0° | 48.0 |
| 2026-09-19 03:00 EDT | Lansing MI | 57.0°F | 55.0°F | +2.0° | 48.0 |
| 2026-09-19 02:00 CDT | Saint Paul MN | 59.0°F | 59.0°F | +0.0° | 48.0 |
| 2026-09-19 02:00 CDT | Jackson MS | 76.0°F | 75.0°F | +1.0° | 48.0 |
| 2026-09-19 02:00 CDT | Jefferson City MO | 75.0°F | 74.0°F | +1.0° | 48.0 |
| 2026-09-19 01:00 MDT | Helena MT | 59.0°F | 56.0°F | +3.0° | 48.0 |
| 2026-09-19 02:00 CDT | Lincoln NE | 75.0°F | 78.0°F | -3.0° | 48.0 |
| 2026-09-19 00:00 PDT | Carson City NV | 58.0°F | 52.0°F | +6.0° | 48.0 |
| 2026-09-19 03:00 EDT | Concord NH | 48.0°F | 53.0°F | -5.0° | 48.0 |
| 2026-09-19 03:00 EDT | Trenton NJ | 62.0°F | 64.0°F | -2.0° | 48.0 |
| 2026-09-19 01:00 MDT | Santa Fe NM | 59.0°F | 56.0°F | +3.0° | 48.0 |
| 2026-09-19 03:00 EDT | Albany NY | 52.0°F | 55.0°F | -3.0° | 48.0 |
| 2026-09-19 03:00 EDT | Raleigh NC | 73.0°F | 74.0°F | -1.0° | 48.0 |
| 2026-09-19 02:00 CDT | Bismarck ND | 57.0°F | 59.0°F | -2.0° | 48.0 |
| 2026-09-19 03:00 EDT | Columbus OH | 64.0°F | 65.0°F | -1.0° | 48.0 |
| 2026-09-19 02:00 CDT | Oklahoma City OK | 83.0°F | 76.0°F | +7.0° | 48.0 |
| 2026-09-19 00:00 PDT | Salem OR | 58.0°F | 52.0°F | +6.0° | 48.0 |
| 2026-09-19 03:00 EDT | Harrisburg PA | 59.0°F | 64.0°F | -5.0° | 48.0 |
| 2026-09-19 03:00 EDT | Providence RI | 54.0°F | 61.0°F | -7.0° | 48.0 |
| 2026-09-19 03:00 EDT | Columbia SC | 74.0°F | 76.0°F | -2.0° | 48.0 |