WEATHERMAPS.AI · THE AI MODEL DESK OF THE FORECAST NETWORK FORECAST EAGLE FORECAST EURO WEATHER.CITY WEATHER.FOOTBALL
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Cities · Turkey · 37.08°, 37.38°

Gaziantep: notable disagreement by day 5

Every model's forecast from the 31 Oct 12Z run: ECMWF's learned model (AIFS), its physics model (HRES), Google DeepMind's WeatherNext 2 and the ECMWF ensemble mean, then four more learned models as NOAA runs them, each against the ensemble's 10–90% range.

Disagreement Index · day 5
53/ 100 · notable
0255075100

Driven by pressure. 50 means the models disagree as much as the ensemble expects.

Disagreement by day

How it's measured
10 1
28 2
34 3
36 4
53 5
47 6
41 7
40 8
42 9
49 10
39 11
47 12
21 13
26 14
22 15

Day number after the run. Hover a chip for the date and the variable behind it.

2 m temperature, every model

Hover or tap the chart to read each model at that hour. The grey band is the range the ensemble puts 80% of its members in.

AIFSHRESWN2ENS mean ENS 10–90%
0°5°10°15°20°25°Sat 31Mon 2Wed 4Fri 6Sun 8Tue 10Thu 12Sat 14AIFSWN2ENS meanHRES

Four more learned models, run by NOAA

GraphCast, Aurora, FourCastNet v2 and Pangu, run by NOAA from the same ECMWF analysis, to ten days. They count towards the Disagreement Index. Same ensemble band behind them.

GraphCastAuroraFourCastNet v2Pangu ENS 10–90%
0°5°10°15°20°25°Sat 31Mon 2Wed 4Fri 6Sun 8AuroraFourCastNet v2PanguGraphCast

Does the starting point matter?

NOAA also runs each of these models from its own GFS analysis. Same model, different picture of today's atmosphere: the daily high from each start, and the difference (IFS start minus GFS start), °C.

Model Day 1Day 3Day 5Day 7Day 10
GraphCast 17° / 18° Δ -0.6 19° / 20° Δ -0.5 17° / 18° Δ -0.8 15° / 16° Δ -1.2 12° / 16° Δ -4.0
Aurora 18° / 18° Δ -0.4 19° / 20° Δ -0.2 18° / 18° Δ +0.2 16° / 16° Δ +0.4 16° / 17° Δ -1.1
FourCastNet v2 18° / 19° Δ -0.7 21° / 22° Δ -0.3 18° / 18° Δ +0.4 16° / 16° Δ +0.1 16° / 17° Δ -0.9
Pangu 18° / 18° Δ +0.0 20° / 19° Δ +0.5 19° / 18° Δ +0.5 18° / 17° Δ +1.0 16° / 14° Δ +1.5

Each cell: high from the IFS start / from the GFS start. A dash means NOAA has not published that run yet; the GFS-started runs usually land first.

Day by day

Each model's high and low for the 24 hours ending at the time shown, °C. Δ is how much that model's high moved since its previous run, twelve hours earlier.

Day DI AIFSHRESWN2ENS mean ENS range Spread of highs
Day 1to Sun 1 12Z 10temperature 19° 13°Δ +1 17° 11°Δ 0 18° 12°Δ +1 17° 12°Δ 0 16–18° 2°
Day 2to Mon 2 12Z 28temperature 20° 13°Δ 0 18° 11°Δ -1 19° 12°Δ 0 19° 11°Δ 0 18–19° 2°
Day 3to Tue 3 12Z 34temperature 20° 13°Δ 0 18° 12°Δ 0 19° 13°Δ 0 19° 12°Δ 0 19–20° 2°
Day 4to Wed 4 12Z 36temperature 18° 13°Δ 0 17° 11°Δ 0 18° 12°Δ 0 17° 12°Δ 0 16–19° 1°
Day 5to Thu 5 12Z 53pressure 15° 12°Δ 0 14° 11°Δ -3 16° 12°Δ 0 16° 12°Δ 0 15–18° 2°
Day 6to Fri 6 12Z 47temperature 14° 9°Δ +1 13° 10°Δ +1 14° 10°Δ 0 14° 10°Δ 0 12–16° 1°
Day 7to Sat 7 12Z 41temperature 16° 9°Δ +1 14° 10°Δ 0 15° 9°Δ +1 14° 10°Δ 0 12–16° 2°
Day 8to Sun 8 12Z 40temperature 15° 6°Δ 0 14° 5°Δ +1 14° 7°Δ 0 14° 7°Δ +1 11–16° 1°
Day 9to Mon 9 12Z 42pressure 15° 5°Δ 0 14° 4°Δ +3 14° 4°Δ 0 14° 5°Δ +1 11–16° 1°
Day 10to Tue 10 12Z 49temperature 14° 4°Δ -1 15° 6°Δ +3 13° 5°Δ -1 14° 6°Δ 0 12–16° 2°

Open this place on the map

Values are what Forecast Euro's ingest sampled from each model's grid at this city, rounded to whole degrees at source. This page compares models; it is not a forecast to plan by.