Was the forecast right for Atlanta on Fri Jul 31?

Atlanta, Georgia · daily high temperature in °C · forecasts from each model's archived runs, verified against the ECMWF IFS analysis

4 days out, 7 models put Atlanta's Fri Jul 31 high anywhere from 30° to 34°; by the final call the field had settled to a median of 32°. The day verified at 32° against the ECMWF IFS analysis — cloudy.

ECMWF landed closest, off by 0.2°. GEM ran 2° cold.

4 days out the models said 30–34; it hit 32. ECMWF led (off 0.2°C); GEM ran 2°C cold. — 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 Atlanta scoreboard shows them, labelled.

Lead	AIFS	AIGFS	ECMWF	GEM	GFS	ICON	UKMO	Range
4d · 2026-07-27	31°	31°	34°	30°	32°	32°	34°	30–34°
3d · 2026-07-28	32°	32°	35°	29°	35°	31°	32°	29–35°
2d · 2026-07-29	32°	32°	33°	31°	36°	31°	33°	31–36°
1d · 2026-07-30	32°	32°	33°	31°	35°	31°	33°	31–35°
0d · 2026-07-31	31°	33°	32°	30°	34°	31°	33°	30–34°
actual								32°

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 Atlanta — 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 the ECMWF IFS analysis (temperature_2m_max). Archive depth varies by city; receipts exist only for dates the archive watched arrive.