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.
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.
| 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 |
Forecast Models
MONTHLY PLANDEMFI 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.
Probability Distribution
MONTHLY PLANUsing 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.
Portfolio
MONTHLY PLANThe 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.
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