logo
Back to cities

DEMFI Demo

Explore the full DEMFI forecasting dashboard with real Moscow data

This demo showcases real forecast data illustrating what DEMFI provides for each city. In live mode, data updates every 5 minutes from 14 NWP models across 48 cities.

1

City Confidence Matrix

Before choosing a city, check which ones have the highest forecast confidence. This matrix shows our model's reliability for each city and forecast horizon (D+1 to D+5). Focus on cities marked HIGH (dark green) — that's where DEMFI's statistical edge is strongest. Moscow is highlighted as the demo city.

48 cities · sorted by D+1 tier
City D+1 ↓D+2 D+3 D+4 D+5
TRAnkara
ARBuenos Aires
USChicago
FIHelsinki
TRIstanbul
GBLondon
ESMadrid
RUMoscowDEMO
DEMunich
USNYC
PLWarsaw
NZWellington
NLAmsterdam
USAtlanta
USAustin
CNBeijing
KRBusan
ZACape Town
CNChengdu
CNChongqing
USDallas
USDenver
CNGuangzhou
HKHong Kong
USHouston
SAJeddah
PKKarachi
MYKuala Lumpur
USLos Angeles
INLucknow
PHManila
MXMexico City
USMiami
ITMilan
PAPanama City
FRParis
USSan Francisco
BRSao Paulo
USSeattle
KRSeoul
CNShanghai
CNShenzhen
SGSingapore
TWTaipei
ILTel Aviv
JPTokyo
CAToronto
CNWuhan
Legend:HighMediumLowNone
2

Forecast Models

MONTHLY PLAN

DEMFI aggregates hourly temperature forecasts from 14 numerical weather prediction (NWP) models (ECMWF, GFS, ICON, JMA, and more). Each line is one model's forecast trajectory; ensemble models also show their spread (p10–p90). The black line is actual observations. V0 shows the raw model forecasts; V1 applies DEMFI's Markov bias correction. Both are included in the monthly all-cities plan.

Loading forecasts…
3

Probability Distribution

MONTHLY PLAN

Using all forecast models, DEMFI computes the probability that tomorrow's maximum temperature falls in each bucket. The tallest bar is the most likely outcome. V0 is built from the raw model forecasts; V1 applies DEMFI's Markov bias correction. Both are included in the monthly all-cities plan.

Loading probability data…
4

Portfolio

MONTHLY PLAN

The Portfolio shows Edge NO positions only: the buckets that Polymarket overprices according to DEMFI. Buying NO means betting that this bucket will not happen. Stakes are sized with the Kelly Criterion (quarter-Kelly, capped at 25%). Included in the monthly all-cities plan.

Loading edge data…

Ready to explore live data?

One monthly plan unlocks all three tabs for every city: 30 credits/month (15 with the early-adopter offer). You can also earn 1 credit per day by posting about DEMFI on X (set your X handle in your profile).

See the plan
Demo — DEMFI Climate Prediction Platform | DEMFI