The Spread

Was the forecast right for Washington on Fri Jul 31?

Washington, District of Columbia · daily high temperature · forecasts from each model's archived runs, verified against ERA5

4 days out, 7 models put Washington's Fri Jul 31 high anywhere from 84° to 88°; by the final call the field had settled to a median of 90°. ERA5 says the day verified at 90° — cloudy.

GFS landed closest, off by 0.2°. GEM ran 4° hot.

4 days out the models said 84–88; it hit 90. GFS led (off 0.2°); GEM ran 4° hot.
The shareable card for this receipt — what this page looks like pasted into a thread.

What every model said, at every lead

Daily-high calls for Fri Jul 31 as each model's runs approached it — the last archived run per day. NBM and The Spread's own blend are consensus products and stay out of these ranges and rankings; the Washington scoreboard shows them, labelled.

Lead AIFSAIGFSECMWFGEMGFSICONUKMO Range
4d · 2026-07-27 87° 85° 86° 87° 84° 88° 87° 84–88°
3d · 2026-07-28 88° 86° 86° 88° 87° 82° 84° 82–88°
2d · 2026-07-29 89° 86° 90° 90° 90° 90° 84° 84–90°
1d · 2026-07-30 90° 87° 92° 96° 90° 88° 87° 87–96°
0d · 2026-07-31 90° 88° 92° 94° 90° 89° 87° 87–94°
actual 90°

Read it honestly

This is one date, not a league table. A model can win a day it deserved to lose; rankings only mean something over a window. For that, see which model has been most accurate in Washington — or every city The Spread scores.

Forecasts are what each model's archived runs said at the time, captured at The Spread's sweep times — never reconstructed after the fact. Truth is ERA5 reanalysis (temperature_2m_max). Archive depth varies by city; receipts exist only for dates the archive watched arrive.