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) |
|---|---|---|---|---|
| Providence RI | 175 | 1.47 | -0.13 | 48.0 |
| Honolulu HI | 175 | 1.50 | -0.92 | 48.0 |
| Augusta ME | 175 | 1.61 | -0.41 | 48.0 |
| Hartford CT | 175 | 1.77 | 0.06 | 48.0 |
| Little Rock AR | 175 | 1.87 | -0.32 | 48.0 |
| Jackson MS | 175 | 1.90 | 1.15 | 48.0 |
| Trenton NJ | 175 | 1.93 | 0.20 | 48.0 |
| Austin TX | 175 | 1.94 | 1.32 | 48.0 |
| Tallahassee FL | 175 | 1.95 | -0.10 | 48.0 |
| Charleston WV | 175 | 1.97 | -0.50 | 48.0 |
| Concord NH | 175 | 1.99 | 0.61 | 48.0 |
| Atlanta GA | 175 | 2.06 | 0.40 | 48.0 |
| Albany NY | 175 | 2.07 | 0.51 | 48.0 |
| Baton Rouge LA | 175 | 2.10 | 1.58 | 48.0 |
| Harrisburg PA | 175 | 2.19 | -0.28 | 48.0 |
| Indianapolis IN | 175 | 2.22 | 0.53 | 48.0 |
| Lansing MI | 175 | 2.26 | 0.95 | 48.0 |
| Columbus OH | 175 | 2.26 | 1.26 | 48.0 |
| Dover DE | 175 | 2.33 | 0.55 | 48.0 |
| Boston MA | 175 | 2.37 | 1.09 | 48.0 |
| Richmond VA | 175 | 2.39 | 0.47 | 48.0 |
| Helena MT | 175 | 2.47 | 1.33 | 48.0 |
| Jefferson City MO | 175 | 2.50 | 0.73 | 48.0 |
| Annapolis MD | 175 | 2.55 | 1.09 | 48.0 |
| Montgomery AL | 175 | 2.58 | 1.10 | 48.0 |
| Nashville TN | 175 | 2.58 | 0.43 | 48.0 |
| Raleigh NC | 175 | 2.65 | 0.78 | 48.0 |
| Salt Lake City UT | 175 | 2.70 | -1.81 | 48.0 |
| Springfield IL | 175 | 2.78 | 2.31 | 48.0 |
| Carson City NV | 175 | 2.81 | 0.99 | 48.0 |
| Juneau AK | 175 | 2.82 | 0.71 | 48.0 |
| Topeka KS | 175 | 2.82 | 0.78 | 48.0 |
| Columbia SC | 175 | 2.83 | -1.97 | 48.0 |
| Santa Fe NM | 175 | 2.92 | -0.93 | 48.0 |
| Saint Paul MN | 175 | 2.93 | 2.25 | 48.0 |
| Cheyenne WY | 175 | 2.95 | -0.29 | 48.0 |
| Madison WI | 175 | 3.04 | 1.90 | 48.0 |
| Des Moines IA | 175 | 3.06 | 1.19 | 48.0 |
| Salem OR | 175 | 3.13 | 1.19 | 48.0 |
| Sacramento CA | 175 | 3.14 | 0.70 | 48.0 |
| Montpelier VT | 175 | 3.23 | 1.30 | 48.0 |
| Olympia WA | 175 | 3.25 | -1.56 | 48.0 |
| Boise ID | 175 | 3.30 | 2.72 | 48.0 |
| Frankfort KY | 175 | 3.36 | 2.47 | 48.0 |
| Denver CO | 175 | 3.43 | 0.87 | 48.0 |
| Oklahoma City OK | 175 | 3.46 | 2.95 | 48.0 |
| Phoenix AZ | 175 | 3.49 | -0.34 | 48.0 |
| Lincoln NE | 175 | 3.51 | 1.88 | 48.0 |
| Bismarck ND | 175 | 3.80 | 2.99 | 48.0 |
| Pierre SD | 175 | 4.41 | 3.55 | 48.0 |
Each row pairs an observation with the earliest forecast we had for that hour.
| When (local) | City | Forecast | Actual | Error | Lead (h) |
|---|---|---|---|---|---|
| 2026-07-27 01:00 CDT | Montgomery AL | 78.0°F | 79.0°F | -1.0° | 48.0 |
| 2026-07-26 22:00 AKDT | Juneau AK | 57.0°F | 54.0°F | +3.0° | 48.0 |
| 2026-07-26 23:00 MST | Phoenix AZ | 99.0°F | 103.0°F | -4.0° | 48.0 |
| 2026-07-27 01:00 CDT | Little Rock AR | 83.0°F | 85.0°F | -2.0° | 48.0 |
| 2026-07-26 23:00 PDT | Sacramento CA | 70.0°F | 67.0°F | +3.0° | 48.0 |
| 2026-07-27 00:00 MDT | Denver CO | 81.0°F | 82.0°F | -1.0° | 48.0 |
| 2026-07-27 02:00 EDT | Hartford CT | 63.0°F | 63.0°F | +0.0° | 48.0 |
| 2026-07-27 02:00 EDT | Dover DE | 68.0°F | 70.0°F | -2.0° | 48.0 |
| 2026-07-27 02:00 EDT | Tallahassee FL | 79.0°F | 80.0°F | -1.0° | 48.0 |
| 2026-07-27 02:00 EDT | Atlanta GA | 75.0°F | 79.0°F | -4.0° | 48.0 |
| 2026-07-26 20:00 HST | Honolulu HI | 76.0°F | 78.0°F | -2.0° | 48.0 |
| 2026-07-27 00:00 MDT | Boise ID | 77.0°F | 76.0°F | +1.0° | 48.0 |
| 2026-07-27 01:00 CDT | Springfield IL | 77.0°F | 81.0°F | -4.0° | 48.0 |
| 2026-07-27 02:00 EDT | Indianapolis IN | 77.0°F | 76.0°F | +1.0° | 48.0 |
| 2026-07-27 01:00 CDT | Des Moines IA | 82.0°F | 85.0°F | -3.0° | 48.0 |
| 2026-07-27 01:00 CDT | Topeka KS | 83.0°F | 85.0°F | -2.0° | 48.0 |
| 2026-07-27 02:00 EDT | Frankfort KY | 73.0°F | 71.0°F | +2.0° | 48.0 |
| 2026-07-27 01:00 CDT | Baton Rouge LA | 81.0°F | 81.0°F | +0.0° | 48.0 |
| 2026-07-27 02:00 EDT | Augusta ME | 57.0°F | 58.0°F | -1.0° | 48.0 |
| 2026-07-27 02:00 EDT | Annapolis MD | 75.0°F | 75.0°F | +0.0° | 48.0 |
| 2026-07-27 02:00 EDT | Boston MA | 62.0°F | 62.0°F | +0.0° | 48.0 |
| 2026-07-27 02:00 EDT | Lansing MI | 71.0°F | 73.0°F | -2.0° | 48.0 |
| 2026-07-27 01:00 CDT | Saint Paul MN | 80.0°F | 81.0°F | -1.0° | 48.0 |
| 2026-07-27 01:00 CDT | Jackson MS | 80.0°F | 80.0°F | +0.0° | 48.0 |
| 2026-07-27 01:00 CDT | Jefferson City MO | 80.0°F | 80.0°F | +0.0° | 48.0 |
| 2026-07-27 00:00 MDT | Helena MT | 74.0°F | 73.0°F | +1.0° | 48.0 |
| 2026-07-27 01:00 CDT | Lincoln NE | 85.0°F | 86.0°F | -1.0° | 48.0 |
| 2026-07-26 23:00 PDT | Carson City NV | 73.0°F | 73.0°F | +0.0° | 48.0 |
| 2026-07-27 02:00 EDT | Concord NH | 56.0°F | 55.0°F | +1.0° | 48.0 |
| 2026-07-27 02:00 EDT | Trenton NJ | 67.0°F | 69.0°F | -2.0° | 48.0 |
| 2026-07-27 00:00 MDT | Santa Fe NM | 74.0°F | 77.0°F | -3.0° | 48.0 |
| 2026-07-27 02:00 EDT | Albany NY | 65.0°F | 70.0°F | -5.0° | 48.0 |
| 2026-07-27 02:00 EDT | Raleigh NC | 70.0°F | 72.0°F | -2.0° | 48.0 |
| 2026-07-27 01:00 CDT | Bismarck ND | 76.0°F | 73.0°F | +3.0° | 48.0 |
| 2026-07-27 02:00 EDT | Columbus OH | 73.0°F | 69.0°F | +4.0° | 48.0 |
| 2026-07-27 01:00 CDT | Oklahoma City OK | 86.0°F | 81.0°F | +5.0° | 48.0 |
| 2026-07-26 23:00 PDT | Salem OR | 63.0°F | 61.0°F | +2.0° | 48.0 |
| 2026-07-27 02:00 EDT | Harrisburg PA | 68.0°F | 70.0°F | -2.0° | 48.0 |
| 2026-07-27 02:00 EDT | Providence RI | 60.0°F | 59.0°F | +1.0° | 48.0 |
| 2026-07-27 02:00 EDT | Columbia SC | 74.0°F | 77.0°F | -3.0° | 48.0 |