Forecast Accuracy Overview
Provider Accuracy (All Locations)
| Provider |
Samples |
Temp RMSE (F) |
Temp Bias (F) |
Humidity RMSE (%) |
Wind RMSE (mph) |
Wind Bias (mph) |
| google_weather |
5,907,874 |
4.12 |
-0.48 |
12.17 |
3.94 |
-1.02 |
| weatherkit |
9,209,508 |
4.29 |
+0.07 |
11.92 |
3.88 |
-1.27 |
| pirate_weather |
9,244,739 |
4.43 |
+0.17 |
13.13 |
4.07 |
-0.73 |
| nws_nbm |
8,521,719 |
4.99 |
+0.07 |
14.02 |
4.34 |
-0.96 |
| nws |
9,248,217 |
5.08 |
+0.05 |
14.21 |
4.13 |
-0.90 |
| open_meteo_ecmwf |
8,711,083 |
5.15 |
-0.05 |
14.54 |
4.37 |
-2.11 |
| open_meteo_gfs |
8,710,397 |
5.23 |
+0.35 |
16.62 |
4.24 |
-0.17 |
| composite |
4,660,006 |
5.24 |
-0.09 |
12.04 |
3.77 |
-1.33 |
Temperature RMSE by Location
| Location |
composite | google_weather | nws | nws_nbm | open_meteo_ecmwf | open_meteo_gfs | pirate_weather | weatherkit |
| Overall |
5.24F |
4.12F |
5.08F |
4.99F |
5.15F |
5.23F |
4.43F |
4.29F |
| Chicago |
5.07F |
5.39F |
5.36F |
5.21F |
5.43F |
5.89F |
5.33F |
4.94F |
| Dallas |
5.1F |
3.86F |
4.25F |
4.1F |
4.59F |
4.97F |
4.22F |
4.03F |
| Houston |
5.03F |
3.14F |
3.84F |
3.76F |
3.63F |
4.62F |
3.7F |
3.57F |
| Los Angeles |
5.93F |
4.53F |
6.14F |
6.14F |
5.95F |
6.57F |
4.77F |
5.45F |
| Miami |
5.11F |
2.69F |
5.91F |
5.88F |
3.27F |
3.66F |
3.19F |
2.78F |
| New York |
4.97F |
4.49F |
4.94F |
4.83F |
5.72F |
5.24F |
5.33F |
4.59F |
| Philadelphia |
5.56F |
4.35F |
4.82F |
4.63F |
5.27F |
5.29F |
4.52F |
4.4F |
| Santa Monica |
5.06F |
3.65F |
5.27F |
5.27F |
6.49F |
5.04F |
3.73F |
3.75F |
| Washington |
5.24F |
4.32F |
4.8F |
4.62F |
5.1F |
5.27F |
4.59F |
4.47F |
Collection Health (Last 24h)
| Provider |
Status |
Count |
Hours Collected |
Avg Duration (ms) |
| composite |
ok |
216 |
36,260 |
2901.0 |
| google_weather |
ok |
108 |
25,920 |
2360.0 |
| nws |
ok |
216 |
38,709 |
232.0 |
| nws_nbm |
ok |
216 |
33,543 |
177.0 |
| nws_observation |
ok |
36 |
1,728 |
— |
| open_meteo_archive |
ok |
36 |
2,592 |
— |
| open_meteo_ecmwf |
ok |
216 |
33,804 |
875.0 |
| open_meteo_gfs |
error |
2 |
0 |
695.0 |
| open_meteo_gfs |
ok |
214 |
33,468 |
1067.0 |
| pirate_weather |
ok |
216 |
36,288 |
307.0 |
| weatherkit |
ok |
216 |
36,288 |
337.0 |