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 |
4,125,791 |
4.22 |
-0.38 |
12.47 |
4.21 |
-1.50 |
| weatherkit |
6,088,714 |
4.48 |
+0.12 |
12.18 |
4.2 |
-1.74 |
| pirate_weather |
6,128,855 |
4.53 |
+0.21 |
13.01 |
4.23 |
-1.29 |
| nws_nbm |
5,636,293 |
5.25 |
+0.18 |
14.21 |
4.48 |
-1.50 |
| nws |
6,131,636 |
5.33 |
+0.15 |
14.4 |
4.29 |
-1.43 |
| open_meteo_gfs |
5,807,470 |
5.39 |
+0.23 |
16.71 |
4.38 |
-0.65 |
| open_meteo_ecmwf |
5,808,239 |
5.47 |
-0.08 |
15.19 |
4.76 |
-2.57 |
| composite |
2,288,887 |
5.87 |
+0.03 |
11.78 |
4.07 |
-2.01 |
Temperature RMSE by Location
| Location |
composite | google_weather | nws | nws_nbm | open_meteo_ecmwf | open_meteo_gfs | pirate_weather | weatherkit |
| Overall |
5.87F |
4.22F |
5.33F |
5.24F |
5.47F |
5.39F |
4.53F |
4.48F |
| Chicago |
5.49F |
5.84F |
5.71F |
5.56F |
5.77F |
6.24F |
5.67F |
5.16F |
| Dallas |
5.83F |
3.82F |
4.48F |
4.33F |
4.81F |
5.18F |
4.46F |
4.17F |
| Houston |
5.42F |
3.11F |
3.81F |
3.74F |
3.66F |
4.53F |
3.64F |
3.6F |
| Los Angeles |
6.63F |
4.74F |
6.51F |
6.53F |
6.49F |
7.01F |
4.85F |
5.9F |
| Miami |
5.92F |
2.77F |
6.25F |
6.22F |
3.29F |
3.63F |
3.25F |
2.8F |
| New York |
5.61F |
4.67F |
5.14F |
5.04F |
6.2F |
5.37F |
5.41F |
4.8F |
| Philadelphia |
6.4F |
4.56F |
5.06F |
4.85F |
5.71F |
5.57F |
4.79F |
4.69F |
| Santa Monica |
5.55F |
3.12F |
5.5F |
5.52F |
6.85F |
4.87F |
3.18F |
3.81F |
| Washington |
5.9F |
4.46F |
4.99F |
4.81F |
5.38F |
5.47F |
4.76F |
4.68F |
Collection Health (Last 24h)
| Provider |
Status |
Count |
Hours Collected |
Avg Duration (ms) |
| composite |
ok |
216 |
36,242 |
1782.0 |
| google_weather |
ok |
108 |
25,920 |
3645.0 |
| nws |
ok |
216 |
38,579 |
229.0 |
| nws_nbm |
ok |
216 |
33,541 |
205.0 |
| nws_observation |
ok |
36 |
1,728 |
— |
| open_meteo_archive |
ok |
36 |
2,592 |
— |
| open_meteo_ecmwf |
error |
1 |
0 |
30209.0 |
| open_meteo_ecmwf |
ok |
215 |
33,644 |
791.0 |
| open_meteo_gfs |
ok |
216 |
33,804 |
879.0 |
| pirate_weather |
ok |
216 |
36,288 |
296.0 |
| weatherkit |
ok |
216 |
36,288 |
195.0 |