Fuel Price Predictor

Predicted Price (March 01, 2026)

133.12p/L

↓ -0.31p

Current Price

133.43p/L

As of 2026-01-12

Year Average

134.96p/L

Year Range

131.35 - 139.62p/L

UK Price Trends (Last 6 Months) UK

Prediction Method: Ensemble model combining Random Forest (70%) and Linear Regression (30%)

Random Forest Prediction: 133.62 pence/liter

Linear Regression Prediction: 131.96 pence/liter

Final Ensemble Prediction: 133.12 pence/liter

Primary Factors Brent crude oil prices, historical UK prices, US market correlation

Features Used Multiple lag periods, moving averages, price changes, seasonal patterns

Model Type Random Forest Regressor with 100 trees

Update Frequency Weekly data updates

Predicted Price (March 01, 2026)

$2.66/gal

→ Stable

Current Price

$2.66/gal

As of 2026-01-12

Year Average

$2.97/gal

Year Range

$2.66 - $3.12/gal

Prediction Method: Ensemble model combining Random Forest (70%) and Linear Regression (30%)

Random Forest Prediction: $2.67 per gallon

Linear Regression Prediction: $2.65 per gallon

Final Ensemble Prediction: $2.66 per gallon

Primary Factors Brent crude oil prices, historical US prices, UK market correlation

Features Used Multiple lag periods, moving averages, price changes, seasonal patterns

Model Type Random Forest Regressor with 100 trees

Update Frequency Weekly data updates