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 |
5,469,632 |
4.13 |
-0.42 |
12.15 |
3.95 |
-1.05 |
| weatherkit |
8,338,517 |
4.3 |
+0.14 |
11.84 |
3.91 |
-1.30 |
| pirate_weather |
8,376,852 |
4.43 |
+0.22 |
12.92 |
4.03 |
-0.82 |
| nws_nbm |
7,717,454 |
5.02 |
+0.15 |
13.87 |
4.33 |
-1.03 |
| nws |
8,379,112 |
5.11 |
+0.13 |
14.06 |
4.12 |
-0.97 |
| open_meteo_ecmwf |
7,901,820 |
5.2 |
+0.01 |
14.56 |
4.41 |
-2.13 |
| open_meteo_gfs |
7,901,067 |
5.25 |
+0.35 |
16.49 |
4.26 |
-0.18 |
| composite |
3,788,511 |
5.45 |
+0.03 |
11.65 |
3.78 |
-1.43 |
Temperature RMSE by Location
| Location |
composite | google_weather | nws | nws_nbm | open_meteo_ecmwf | open_meteo_gfs | pirate_weather | weatherkit |
| Overall |
5.45F |
4.12F |
5.11F |
5.03F |
5.2F |
5.25F |
4.43F |
4.29F |
| Chicago |
5.16F |
5.49F |
5.4F |
5.25F |
5.49F |
5.95F |
5.38F |
4.98F |
| Dallas |
5.35F |
3.8F |
4.27F |
4.13F |
4.59F |
5.01F |
4.25F |
4.03F |
| Houston |
5.16F |
3.11F |
3.76F |
3.69F |
3.56F |
4.56F |
3.59F |
3.51F |
| Los Angeles |
6.09F |
4.49F |
6.12F |
6.13F |
5.97F |
6.56F |
4.69F |
5.44F |
| Miami |
5.46F |
2.73F |
6.04F |
6.01F |
3.25F |
3.7F |
3.25F |
2.8F |
| New York |
5.2F |
4.57F |
5.01F |
4.91F |
5.85F |
5.3F |
5.39F |
4.64F |
| Philadelphia |
5.85F |
4.38F |
4.83F |
4.64F |
5.36F |
5.36F |
4.56F |
4.44F |
| Santa Monica |
5.16F |
3.47F |
5.26F |
5.27F |
6.55F |
4.9F |
3.57F |
3.66F |
| Washington |
5.51F |
4.37F |
4.85F |
4.68F |
5.21F |
5.36F |
4.62F |
4.53F |
Collection Health (Last 24h)
| Provider |
Status |
Count |
Hours Collected |
Avg Duration (ms) |
| composite |
ok |
216 |
36,279 |
2406.0 |
| google_weather |
ok |
108 |
25,920 |
2136.0 |
| nws |
ok |
216 |
38,633 |
348.0 |
| nws_nbm |
ok |
216 |
33,540 |
258.0 |
| nws_observation |
ok |
36 |
1,728 |
— |
| open_meteo_archive |
ok |
36 |
2,592 |
— |
| open_meteo_ecmwf |
ok |
216 |
33,804 |
869.0 |
| open_meteo_gfs |
ok |
216 |
33,804 |
1110.0 |
| pirate_weather |
ok |
216 |
36,288 |
371.0 |
| weatherkit |
ok |
216 |
36,288 |
247.0 |