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Live · 20 Cities · Real-time Updates

Precision Edge
in Weather Markets

AI-powered fair value engine for Kalshi weather prediction markets. Multi-model ensemble blending, real-time observations, and automated edge detection across 20 US cities.

Start Free → Explore Markets
20 Cities 10+ Models Real-time Kalshi Integration
New York — Apr 12 Live
BUY +19¢
72–74°F 74–76°F 76–78°F 78–80°F 80–82°F 82°F+
4% 14% 41% 27% 10% 4%
Fair Value62¢ · Market43¢ · Edge+19¢ · SignalBUY
20
Cities Monitored
139
Ensemble Members
10+
Forecast Models
20 min
Update Interval
Live edges right now
Showing top 3 of — live signals — sign up free to see all
How It Works
From model runs to market edge
Three steps. No guesswork. Pure probability.
01
Ensemble Modeling
We ingest GEFS, ECMWF, HRRR, NBM, NDFD, and 6 additional forecast models, blending them into a calibrated probability distribution for each city's high temperature.
02
Fair Value Computation
Our engine integrates the ensemble distribution over each Kalshi market bucket using Gaussian quadrature, producing a precise probability estimate for every strike price.
03
Edge Detection
When market price diverges from fair value by 12¢ or more, the system flags the opportunity and — for Elite subscribers — executes Kelly-sized orders automatically.
Pricing
Simple, transparent plans
Start free. No credit card required. Upgrade when you're ready to trade at scale.
Free
$0/mo
Forever free · No card needed

  • ✓ Live weather observations (300+ stations)
  • ✓ Basic temperature forecasts
  • ✓ Manual market browsing
  • ✓ 20-city coverage
Get started free
Most Popular
Pro
$29/mo
14-day free trial · Cancel anytime

  • ✓ Everything in Free
  • ✓ Full ensemble fair value engine
  • ✓ Multi-model probability distributions
  • ✓ Confidence intervals and bias calibration
  • ✓ Historical accuracy grades (CRPS)
Start 14-day trial →
Full Power
Elite
$99/mo
14-day free trial · Priority onboarding

  • ✓ Everything in Pro
  • ✓ Autonomous trading engine
  • ✓ Kalshi API key integration
  • ✓ Kelly-sized auto-execution
  • ✓ Full REST API access
Start 14-day trial →
Forecast Accuracy
Calibrated. Validated. Trustworthy.
Accuracy validated daily against official NWS settlement across all 20 cities. We publish our score — not just our signals.
A
★★★ ★★
Average CRPS Grade
Continuously Ranked Probability Score
139
Ensemble Members
Across all ingested models
<0.8°F
Average Forecast Error
Validated against NWS settlements

Forecast accuracy across 20 US cities, validated daily against settlement. CRPS = Continuous Ranked Probability Score — the gold standard for probabilistic forecast accuracy. Grade A = CRPS < 0.8°F.

WeatherRadar for iOS & Android

Native mobile app coming soon. Get notified the moment it launches — and score early access.

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Free account. Live signals in under a minute. No credit card required.

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✨ Demo mode You’re seeing exactly what Pro subscribers see — for Chicago only. All other cities are locked. Start 14-day free trial →
⚡ WeatherRadar Bot — today · — 7d · — YTD · — trades · — win rate live · 60s
PM Fair Value Breakdown
Manual Trade
@ ¢ est.
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Account Summary
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Realized P&L Today
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Market Status
GEFS Model Checking…
WebSocket Connected
Last Data Scan —
Signals (≥12¢ edge) —
Live Signals (edge ≥ 12¢)
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POSITIONS
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POSITIONS
CONTRACT QTY AVG MID FV EDGE COST MKTV P&L EXP
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RESTING ORDERS
CONTRACT TYPE DIR PRICE FILLED REM AGE
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Tomorrow's Signals (pre-market)
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Markets
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Select a city to view markets
Cities
● LIVE
City: Date: Forecast:
🧪 Bot Calibration
Reliability — belief vs actual win rate
Bot says "70% chance I win" — does it actually win 70%? Gap = miscalibration.
Edge → ROI — does edge convert to P&L?
Each 5¢ edge bucket → realized ROI. Any negative bar is a leak.
By Direction
By City (top 5 by |P&L|)
Forecaster Track Record
Scope: Export:
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Model ▾ MAE (°F) Errors RMSE (°F) Bias (°F) Hot/Cold ΔPeak (h) Avail % N
MAE Trend — last 30 days
Top 5 models by current MAE — lower = better, watch for upward drift
MAE by Lead Time
Lower is better — each row shows one model's MAE at different hours-to-settle
Recent 45 Days
Year High °F Low °F
Series: Date:
Today's Trade Blotter
Live Signal Decisions
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Performance Attribution
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Dashboard Account

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