PRECIPIQ

LABS
Precipitation Intelligence & Forecast Skill
Pipeline online
Board: 2026-08-19
Rendered: 2026-08-20 04:38 UTC
v0.10 · Today + Tomorrow + Snow Lab

Today at 7 AM. Tomorrow at 6 PM. Rain or snow. Then we keep score.

The flagship Today board freezes from one 7 AM ET cutoff across all 14 cities. Tomorrow freezes at 6 PM ET the evening before. Snow-phase and radar intelligence are scored separately and cannot rewrite either forecast.

Latest Top 5 score
Pending
No completed validation yet
Opening collection
Existing immutable board retained for transition day.
Lifetime Top 5
Last 7 days
Last 30 days
Opening Brier ↓
Classification rule≥50% = YES

TODAY · 7 AM ET Frozen Top 5

One national 7 AM ET cutoff · immutable · GEFS exact-event P + momentum/support

1

Miami

51% Legacy NWS peak PoP
StrongModels: LimitedConfidence: MediumMomentum: Unavailable

Afternoon/evening thunderstorm signal strengthens through late day, reaching about 51% in current hourly guidance.

NBM Δ6h
NBM Δ2h
NWS peak51%
NBM peak
HRRR precip
2

Denver

51% Legacy NWS peak PoP
StrongModels: LimitedConfidence: MediumMomentum: Unavailable

Current guidance contains two distinct thunderstorm windows with precipitation probability reaching about 51%.

NBM Δ6h
NBM Δ2h
NWS peak51%
NBM peak
HRRR precip
3

Phoenix

51% Legacy NWS peak PoP
StrongModels: LimitedConfidence: MediumMomentum: Unavailable

Monsoonal thunderstorm signal rises sharply late afternoon and evening, reaching about 51% in current hourly guidance.

NBM Δ6h
NBM Δ2h
NWS peak51%
NBM peak
HRRR precip
4

New Orleans

51% Legacy NWS peak PoP
StrongModels: LimitedConfidence: MediumMomentum: Unavailable

Convective rain chance increases through late afternoon and peaks near 51% around the evening period.

NBM Δ6h
NBM Δ2h
NWS peak51%
NBM peak
HRRR precip
5

Chicago

6% Legacy NWS peak PoP
WeakModels: LimitedConfidence: LowMomentum: Unavailable

Chicago is a distant fifth; current remaining-day precipitation probabilities quickly fall from about 6% toward zero.

NBM Δ6h
NBM Δ2h
NWS peak6%
NBM peak
HRRR precip

TOMORROW · 6 PM ET Frozen Top 5

Immutable evening-before forecast · tracked separately

Target: 2026-08-20 Issued: 2026-08-19T18:09:28.703121-04:00 Lifetime Top 5: Brier: Scored days: 0
Tomorrow Top 5Event PNWSNBMHRRR
#1 Miami
KMIA
100%61%22%0.0 mm
#2 Philadelphia
KPHL
87%85%67%64.8 mm
#3 Washington DC
KDCA
77%75%53%0.0 mm
#4 Phoenix
KPHX
40%20%5%0.0 mm
#5 Boston
KBOS
37%26%22%0.0 mm

Forecast Movement · 6 PM → 7 AM

Waiting for a same-date 6 PM → 7 AM pair

Tracks how the national Top 5 changes overnight without rewriting either frozen forecast: new entries, dropouts, rank movement and exact-event probability change.
Forecast movement becomes available when both the 6 PM evening-before forecast and the 7 AM Today forecast exist for the same target date. Current Today target: 2026-08-19.

Prediction Performance

Frozen forecast vs observed reality · the PRECIPIQ scoreboard

A precipitation prediction is classified as YES when the frozen exact-event probability is ≥ 50% and NO when it is below 50%. Correct/Wrong compares that frozen classification with the verified ≥0.01 inch local 08:00–20:00 outcome. Top-5 hit rate remains a separate ranking metric.
Total scored0
Correct0
Wrong0
Overall accuracy
Did we call it?
Latest matured city forecasts compared with observed precipitation
Outcome cards will appear after the first matured verification.
Correct vs Wrong by City
Every matured Today + Tomorrow city prediction
● Correct   ● Wrong
City bars will appear after the first matured verification.
Accuracy Over Time
Cumulative classification accuracy as verified days accumulate
First line appears after the first matured verification.
Detailed forecast records

TODAY · 7 AM forecast record

City-by-city classification record for the immutable morning forecast.
Predictions scored0
Correct0
Wrong0
Accuracy
No matured predictions yet.

TOMORROW · 6 PM forecast record

City-by-city classification record for the immutable evening-before forecast.
Predictions scored0
Correct0
Wrong0
Accuracy
No matured predictions yet.

SNOW · experimental classification record

Separate measurable-snow scorecard using the frozen experimental snow probability and the existing 50% snow classification threshold. No-snow outcomes remain visible, so this record should be read alongside snow-event count and Brier score.
Predictions scored0
Correct0
Wrong0
Accuracy
No matured predictions yet.

Probability calibration

All configured city-days, not only Top 5

Forecast bandSamplesMean forecastObserved rainBrier
0-20%0
20-40%0
40-60%0
60-80%0
80-100%0

PRECIPIQ LAB

Experimental science · zero production influence until proven

Precipitation Type Intelligence

Experimental PRECIPIQ phase allocation · separately scored

GEFS supplies the exact-event precipitation probability. HRRR rain/snow amounts currently allocate that probability across rain, snow and mixed categories. These phase percentages are a PRECIPIQ experimental allocation, not raw ensemble-member phase frequencies, and they do not affect the official Top 5 ranking.

Today

TODAY · 7 AM ET Frozen Top 5TypeRain allocationSnow allocationMixed allocationHRRR snowPhase confidence
#1 Miami
UnknownLimited
#2 Denver
UnknownLimited
#3 Phoenix
UnknownLimited
#4 New Orleans
UnknownLimited
#5 Chicago
UnknownLimited

Tomorrow

Tomorrow Top 5TypeRain allocationSnow allocationMixed allocationHRRR snowPhase confidence
#1 Miami
KMIA
Unknown0.0 cmLimited
#2 Philadelphia
KPHL
Rain87%0%0%0.0 cmHigh
#3 Washington DC
KDCA
Unknown0.0 cmLimited
#4 Phoenix
KPHX
Unknown0.0 cmLimited
#5 Boston
KBOS
Unknown0.0 cmLimited

Latest Today Snow Verification

Primary: official NWS climate snowfall via IEM. Fallback: mature IEM coordinate-based 12Z snowfall analysis. Pending observations are retried automatically.
Top 5Snow allocationObserved snowObserved outcomeSourceConfidenceForecast type
Snow verification appears after a forecast day matures.

Latest Tomorrow Snow Verification

Top 5Snow allocationObserved snowObserved outcomeSourceConfidenceForecast type
Snow verification appears after a forecast day matures.

Radar Shadow Lab

PRECIPIQ-native station-intercept nowcast · experimental

Shadow · 0% production weightThese probabilities are being scored independently. They cannot alter the TODAY · 7 AM ET Frozen Top 5 until verified skill justifies promotion.
City / RadarP(rain intercept ≤3h)MotionMotion methodConfidence
Austin
KAUS · KEWX
100%15 km/hReflectivity CentroidMedium
Miami
KMIA · KAMX
100%21 km/hReflectivity CentroidLow
Denver
KDEN · KFTG
100%51 km/hReflectivity CentroidMedium
Washington DC
KDCA · KLWX
100%8 km/hReflectivity CentroidLow
Phoenix
KPHX · KIWA
100%59 km/hReflectivity CentroidMedium
Atlanta
KATL · KFFC
100%6 km/hReflectivity CentroidLow
Chicago
KORD · KLOT
82%52 km/hReflectivity CentroidMedium
Philadelphia
KPHL · KDIX
64%27 km/hReflectivity CentroidMedium
San Francisco
KSFO · KMUX
57%84 km/hReflectivity CentroidMedium
Boston
KBOS · KBOX
52%17 km/hReflectivity CentroidMedium
Seattle
KSEA · KATX
51%15 km/hPhase CorrelationHigh
Los Angeles
KLAX · KVTX
0%26 km/hReflectivity CentroidMedium
Las Vegas
KLAS · KESX
0%0 km/hPersistence Unphysical RejectedLow