Where the weather models disagree on lows in San Francisco
San Francisco, Duboce Triangle station · daily low temperature in °C · the next 14 days · using data from 2026-10-16T00:50 UTC
The models are furthest apart on Fri Oct 16, where 7 of them put San Francisco's low anywhere from 11° to 18° — GEM coldest, GFS warmest. That spread is much greater than typical for forecasts with a 1-day lead at this location.
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The band, day by day
The shaded band is the lowest to the highest model low each day; the line is the median model. The band pales as models drop out with lead — 4 to 7 models across these days — so a narrower far end is fewer opinions, not more agreement.
Every day, every model
lows in °C · typical spread is the median spread for that lead over the last month here
How this page is built
The models are the independent global centres Open-Meteo serves for this point — GFS, ECMWF IFS, ICON, GEM, UKMO and the AIFS and AIGFS AI models — as The Spread recorded them at its last sweep. NBM and every other blend are left out: a consensus product hides the disagreement this page exists to show.
Each model publishes to a different horizon, which is why Models is counted per day rather than once. Beyond day 14 only two models remain and both are NOAA's, so the page stops there. Range is the lowest to the highest model low; Spread is the gap between the coolest and warmest model.
A model's low is the coldest temperature it forecasts for that calendar day, midnight to midnight local time. That is usually the morning's low; behind a cold front arriving late in the day it can be the evening's instead.
Typical spread is the median spread for that lead over the last month here, and needs ten days of forecasts at that lead before it is shown. It is there because a wide band ten days out is ordinary and the same band tomorrow is not — so nothing on this page is called a divergence; the comparison is against what this lead usually looks like at this location.
| Day | Models | Range | Spread | Typical spread | Coldest | Warmest |
|---|---|---|---|---|---|---|
| Thu Oct 15 | 7 | 10° to 16° | 6° | 3° | GEM 10° | GFS 16° |
| Fri Oct 16 | 7 | 11° to 18° | 7° | 3° | GEM 11° | GFS 18° |
| Sat Oct 17 | 7 | 11° to 16° | 5° | 3° | GEM 11° | ECMWF 16° |
| Sun Oct 18 | 7 | 11° to 14° | 3° | 4° | AIGFS 11° | ECMWF 14° |
| Mon Oct 19 | 7 | 10° to 13° | 3° | 3° | AIGFS 10° | GEM 13° |
| Tue Oct 20 | 7 | 10° to 14° | 4° | 3° | AIGFS 10° | GFS 14° |
| Wed Oct 21 | 7 | 10° to 14° | 4° | 4° | AIGFS 10° | GFS 14° |
| Thu Oct 22 | 5 | 11° to 14° | 3° | 4° | AIGFS 11° | GEM 14° |
| Fri Oct 23 | 5 | 10° to 13° | 3° | 4° | AIGFS 10° | GFS 13° |
| Sat Oct 24 | 5 | 9° to 14° | 5° | 4° | AIGFS 9° | GFS 14° |
| Sun Oct 25 | 4 | 9° to 15° | 6° | 4° | AIGFS 9° | GFS 15° |
| Mon Oct 26 | 4 | 8° to 14° | 6° | 5° | AIGFS 8° | GFS 14° |
| Tue Oct 27 | 4 | 9° to 15° | 6° | 4° | AIGFS 9° | AIFS 15° |
| Wed Oct 28 | 4 | 9° to 16° | 7° | 5° | AIGFS 9° | GFS 16° |
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