Know Before the Sap Runs.

Weather-driven maple sap forecasting for backyard tappers, sugar bush operators, and backcountry adventurers.

Built from three years of northern Ontario weather data. Powered by freeze-thaw physics and machine learning. Updated daily.

The Origin

A bad season built something better.

Last maple season, the Princess was projecting double the previous year's output. The trees were tapped. The equipment was staged. The fire was ready.

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Twenty bottles came out. The season was a total flop — and there was no obvious reason why.

So she pulled three years of weather data and analyzed every variable that drives a maple tree. Freeze-thaw cycles. Diurnal swing. Soil temperature. Solar radiation. Snow depth.

The answer came back clear: it wasn't the methodology. It was the weather. The season failed — not the operator.

That analysis became the Maple Sap Predictor. The data-driven way to know when to tap, when to collect, and when to wait.

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Machine Learning

An XGBoost model trained on 3 years of Sudbury-area data scores each day from 0–100. Prime, Good, Low, or No Flow — before it happens.

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Your Forecast

Wake up to a daily score. Plan your collection runs. Stop guessing. Whether you have 5 taps or 500, timing is everything.

Today's Conditions

Live Sap Score

Updated daily. Free forever. No login required.

LOADING FORECAST…

POWERED BY OPEN-METEO · UPDATED DAILY

Maple Sap Predictor — Tier Cards

Choose Your Season

Start free. Upgrade when the sap starts moving and you need to plan ahead.

💧
SAP Free
$0
Today's score, every day, forever free.
  • Today's sap flow score (0–100)
  • Prime / Good / Low / No Flow status
  • Current temperature snapshot
  • No login required
Launch Free App →
Most Popular
👁
SAP Watch
$10 / month
Plan your week. Never miss a run.
  • 7-day colour-coded sap forecast
  • Green = Prime · Orange = Good
  • Red = Low · Grey = No Flow
  • Everything in SAP Free
Join on Patreon →
📅
SAP Planner
$25 / month
The full picture. Down to the degree.
  • 7-day triple ring forecast charts
  • Tmax / Tmin candlestick view
  • Daily weather condition icons
  • Freeze-thaw cycle indicators
  • Everything in SAP Watch
Join on Patreon →
Waitlist Open
⚗️
SAP Pro
$50 / month
Historical intelligence. Season mastery.
  • Full historical season analysis
  • Year-over-year sap flow comparison
  • Advanced freeze-thaw cycle modelling
  • Export-ready data
  • Everything in SAP Planner
Join Waitlist →
🍁 Maple Sap Predictor
A Backcountry Princess Project · Smokey River, Northern Ontario
© 2026 Backcountry Princess. All rights reserved.
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