MeteoStack
9 weather models · one stack

Sapporo weather

Hokkaido, Japan 43.13°, 141.37° · 21 m Local time 10:15 Confidence 82%

Sapporo weather today: 9 models agree with high confidence on a high of 9°C and a low of 2°C. Rain expected: 100% of models agree, about 3.3 mm. Tomorrow: 14°C. Rain expected: 100% of models agree, about 9.9 mm.

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The stack

Each row is one weather model, each cell one hour. Same colour across rows = the models agree. Tap a model to hide it; hover for exact values.

16-day consensus

Each coloured line is one model's low→high; the dots are their highs. A tight cluster means a confident forecast.

Today
4 Nov
9° 2°
ECMWF 8° / 1° · 4.6 mm AIFS 11° / 2° · 3.4 mm GFS 7° / 1° · 17 mm ICON 9° / 2° · 2.1 mm GEM 8° / 1° · 3.1 mm JMA 8° / 3° · 1.9 mm ARPEGE 11° / 4° · 3.7 mm UKMO 9° / 4° · 3.3 mm CMA 9° / 5° · 2.5 mm
100%3.3 mm
82%
Thu
5 Nov
14° 2°
ECMWF 14° / 1° · 7.7 mm AIFS 13° / 2° · 9.6 mm GFS 12° / 2° · 6.9 mm ICON 15° / 1° · 9.9 mm GEM 13° / 2° · 22 mm JMA 15° / 4° · 14 mm ARPEGE 14° / 5° · 13 mm UKMO 11° / 5° · 8.4 mm CMA 15° / 4° · 11 mm
100%9.9 mm
79%
Fri
6 Nov
15° 4°
ECMWF 15° / 4° · 7.8 mm AIFS 13° / 4° · 15 mm GFS 15° / 1° · 14 mm ICON 16° / 4° · 6.4 mm GEM 12° / 2° · 4.4 mm JMA 16° / 5° · 15 mm ARPEGE 15° / 4° · 8.3 mm UKMO 14° / 5° · 6.8 mm CMA 15° / 5° · 22 mm
100%8.3 mm
80%
Sat
7 Nov
4° 1°
ECMWF 3° / 1° · 3.0 mm AIFS 4° / 2° · 4.6 mm GFS 2° / -0° · 8.0 mm ICON 4° / 2° · 0.7 mm GEM 2° / 0° · 1.3 mm JMA 4° / 1° · 0.6 mm ARPEGE 3° / 2° · 4.7 mm UKMO 4° / 0° · 3.1 mm CMA 4° / 0° · 11 mm
78%3.1 mm
66%
Sun
8 Nov
4° 1°
ECMWF 4° / 1° · 1.2 mm AIFS 4° / 1° · 1.6 mm GFS 2° / -2° · 1.5 mm ICON 4° / 1° · 0.0 mm GEM 3° / -0° · 0.1 mm JMA 3° / 1° · 0.6 mm UKMO 4° / 1° · 2.3 mm CMA 4° / 2° · 1.8 mm
63%1.4 mm
55%
Mon
9 Nov
2° -3°
ECMWF 2° / -5° · 5.1 mm AIFS 1° / -3° · 3.0 mm GFS 3° / -2° · 3.8 mm ICON 4° / 1° · 1.8 mm GEM 1° / -5° · 13 mm JMA 2° / -0° · 9.8 mm UKMO 1° / -3° · 1.2 mm
100%3.8 mm
79%
Tue
10 Nov
2° -2°
ECMWF 1° / -6° · 2.8 mm AIFS 4° / -3° · 0.2 mm GFS 3° / -2° · 12 mm ICON 1° / -2° · 2.7 mm GEM 1° / -6° · 7.4 mm JMA 2° / -2° · 21 mm UKMO 6° / 0° · 0.0 mm
71%2.8 mm
47%
Wed
11 Nov
5° -2°
ECMWF 4° / -2° · 3.0 mm AIFS 11° / 2° · 1.0 mm GFS 3° / -2° · 9.2 mm GEM 5° / -6° · 2.8 mm JMA 10° / -2° · 0.0 mm
80%2.8 mm
31%
Thu
12 Nov
6° 1°
ECMWF 6° / 1° · 0.0 mm AIFS 15° / 4° · 0.2 mm GFS 5° / -1° · 11 mm GEM 5° / -0° · 1.8 mm JMA 12° / 1° · 0.0 mm
40%0.2 mm
9%
Fri
13 Nov
10° 0°
ECMWF 13° / 2° · 0.0 mm AIFS 13° / 8° · 2.4 mm GFS 7° / 0° · 0.1 mm GEM 1° / -2° · 5.9 mm JMA 10° / -3° · 0.0 mm
40%0.1 mm
9%
Sat
14 Nov
8° 2°
ECMWF 8° / 2° · 0.6 mm AIFS 8° / 3° · 1.6 mm GFS 8° / 3° · 0.0 mm JMA 12° / -2° · 0.0 mm
25%0.3 mm
53%
Sun
15 Nov
8° 1°
ECMWF 5° / -1° · 0.0 mm AIFS 8° / 1° · 0.2 mm GFS 9° / 4° · 3.9 mm
33%0.2 mm
39%
Mon
16 Nov
9° 2°
ECMWF 9° / -1° · 0.6 mm AIFS 12° / 7° · 18 mm GFS 6° / 2° · 0.3 mm
33%0.6 mm
28%
Tue
17 Nov
7° 2°
ECMWF 6° / 2° · 0.4 mm AIFS 12° / 6° · 3.6 mm GFS 7° / 1° · 0.0 mm
33%0.4 mm
26%
Wed
18 Nov
6° 2°
ECMWF 4° / 1° · 2.0 mm AIFS 11° / 5° · 3.2 mm GFS 6° / 2° · 0.0 mm
67%2.0 mm
21%
Thu
19 Nov
6° 2°
GFS 6° / 2° · 4.5 mm
100%4.5 mm
70%

Model spaghetti

Every model as a line, the bold line is the median, the shaded band the full model range. Rain shows accumulated totals from now.

Model maps around Sapporo

ECMWF and GFS rain forecasts over Sapporo on synced maps. Drag the divider or press play.

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What each model says for Sapporo

Daily high/low and rain total per model. Blue = at least 1 mm.

ModelTodayThu 5Fri 6Sat 7Sun 8Mon 9Tue 10
Consensus9°/2° · 3.3 mm14°/2° · 9.9 mm15°/4° · 8.3 mm4°/1° · 3.1 mm4°/1° · 1.4 mm2°/-3° · 3.8 mm2°/-2° · 2.8 mm
ECMWF 8°/1° · 4.6 mm 14°/1° · 7.7 mm 15°/4° · 7.8 mm 3°/1° · 3.0 mm 4°/1° · 1.2 mm 2°/-5° · 5.1 mm 1°/-6° · 2.8 mm
AIFS 11°/2° · 3.4 mm 13°/2° · 9.6 mm 13°/4° · 15 mm 4°/2° · 4.6 mm 4°/1° · 1.6 mm 1°/-3° · 3.0 mm 4°/-3° · 0.2 mm
GFS 7°/1° · 17 mm 12°/2° · 6.9 mm 15°/1° · 14 mm 2°/-0° · 8.0 mm 2°/-2° · 1.5 mm 3°/-2° · 3.8 mm 3°/-2° · 12 mm
ICON 9°/2° · 2.1 mm 15°/1° · 9.9 mm 16°/4° · 6.4 mm 4°/2° · 0.7 mm 4°/1° · 0.0 mm 4°/1° · 1.8 mm 1°/-2° · 2.7 mm
GEM 8°/1° · 3.1 mm 13°/2° · 22 mm 12°/2° · 4.4 mm 2°/0° · 1.3 mm 3°/-0° · 0.1 mm 1°/-5° · 13 mm 1°/-6° · 7.4 mm
JMA 8°/3° · 1.9 mm 15°/4° · 14 mm 16°/5° · 15 mm 4°/1° · 0.6 mm 3°/1° · 0.6 mm 2°/-0° · 9.8 mm 2°/-2° · 21 mm
ARPEGE 11°/4° · 3.7 mm 14°/5° · 13 mm 15°/4° · 8.3 mm 3°/2° · 4.7 mm - - -
UKMO 9°/4° · 3.3 mm 11°/5° · 8.4 mm 14°/5° · 6.8 mm 4°/0° · 3.1 mm 4°/1° · 2.3 mm 1°/-3° · 1.2 mm 6°/0° · 0.0 mm
CMA 9°/5° · 2.5 mm 15°/4° · 11 mm 15°/5° · 22 mm 4°/0° · 11 mm 4°/2° · 1.8 mm - -

Where the models disagree: Tuesday

Confidence is only 47/100. JMA brings 21 mm of rain while UKMO has 0.0 mm; highs range from 1° (GEM) to 6° (UKMO). Check back: the next model runs will usually narrow this down.

Sapporo weather: questions

Will it rain in Sapporo tomorrow?

Rain expected: 100% of models agree, about 9.9 mm. Across 9 weather models the median total is 9.9 mm, ranging from 6.9 mm to 22 mm.

When will it rain next in Sapporo?

The next day most models agree on rain is Wednesday 4 November: 100% of models, about 3.3 mm.

What do ECMWF and GFS say for Sapporo today?

ECMWF (the European model) forecasts a high of 8°C with 4.6 mm of rain; GFS (the American model) says 7°C with 17 mm. The median of all 9 models is 9°C.

Which weather model is most accurate for Sapporo?

On average ECMWF scores best in global verification beyond 2–3 days, with the UK Met Office close behind. For the first 48 hours, high-resolution regional models (ICON-D2, AROME, HRRR, UKV) often win locally. The most reliable single number is usually the multi-model consensus shown on this page.

How reliable is the Sapporo forecast this week?

The least certain day is Tuesday (confidence 47/100): JMA forecasts 21 mm of rain while UKMO forecasts 0.0 mm.

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Nearby forecasts

Model runs fetched at 01:15 UTC. Sources: ECMWF IFS · ECMWF AIFS · NOAA GFS · DWD ICON · Canadian GEM · JMA GSM · Météo-France ARPEGE / AROME · UK Met Office · CMA GRAPES · Methodology