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National Wholesale RBOB Futures Forecast

NYMEX RB=F Benchmark
Current Wholesale Futures

$3.114/gal

Spot NYMEX RBOB Contract

5-Day Projected Forecast

$3.050/gal

-2.1% Projected Trend

Out-of-Time Error (MAE)

$0.1174/gal

MAPE: 3.96% | RMSE: $0.1635

Directional Accuracy

48.67%

+4.40% boost vs. quant baseline

Historical NYMEX RBOB Prices vs. 5-Day Model Predictions

Global Maritime & Geopolitical Shock Scenarios

Estimated real-time RBOB wholesale price impact under simulated physical chokepoint disruptions:

Strait of Hormuz Closure

Full Tanker Transit Blockade

$3.850 (+$0.500/gal)

20.5M bpd petroleum flow halted

Red Sea / Bab el-Mandeb

Houthi Drone/Missile Escalation

$3.520 (+$0.170/gal)

+14 day Cape of Good Hope detour

Panama Canal Low Water

Gatun Lake Drought Transit Cuts

$3.430 (+$0.080/gal)

US Gulf to West Coast arbitrage restricted

National Wholesale RBOB Term Structure & Crack Outlook NYMEX Term Structure Backwardation (Prompt Premium) 3-2-1 Crack Margin

National Wholesale RBOB Futures: 5-Day Outlook -$0.064/gal (-2.1%)

Front-month National Wholesale NYMEX RBOB Gasoline futures ($3.114/gal) trade in a backwardation (prompt premium) regime with prompt calendar spreads softening. U.S. refinery crude distillation unit (CDU) utilization stands near seasonal norms, while steady finished product inventories ease wholesale crack spreads against WTI crude oil ($75.00/bbl). Multi-scale quantitative modeling (ElasticNet + Shock Memory Fusion) indicates calibrated 5-day predictive densities with bounded tail risk.

Key Attribution Drivers
NYMEX RBOB M1-M2 Prompt Calendar Spread -$0.032/gal
Refinery 3-2-1 Crack Futures Margin -$0.019/gal
Cboe OVX Options Volatility Tail Adjustment -$0.013/gal

Component-Level Feature Attribution & Driver Breakdown

XAI Model Interpretability

Executive Model Attribution Summary: National forecast $-0.064/gal (-2.06%): Driven primarily by Futures & Commodity Benchmark ($-0.029/gal), Refining Yield & Crack Spread ($-0.016/gal).

Futures & Commodity Benchmark -$0.029/gal

Softening NYMEX energy futures contract prices

Model Share Weight 45.0%
Refining Yield & Crack Spread -$0.016/gal

Narrowing refining margins and elevated product yield

Model Share Weight 25.0%
Unstructured Intelligence & Sentiment -$0.010/gal

OPEC price pressure talkdown & dovish geopolitical news

Model Share Weight 15.0%
Weather & Environmental Signals -$0.005/gal

Favorable multi-basin weather conditions

Model Share Weight 7.5%
Regional Logistics & Hub Delivery -$0.003/gal

Ecodeveloped pipeline loading flows

Model Share Weight 5.0%
Tax & Regulatory Overhead -$0.001/gal

Tax relief or off-peak RVP specification

Model Share Weight 2.5%

Model Specification & Technical Features

Algorithm & Regularization

StandardScaler + Ridge Regression ($\alpha = 10.0$) trained on 80/20 chronological splits. Predicts 5-day return percentages rather than raw levels to avoid non-stationary drift.

Primary Feature Signals

3-2-1 Crack Spread, Finlight.me REST API news vectors (Gemini 3.8 Flash factor extraction), Cboe OVX Volatility (^OVX), and Baker Hughes Permian/Bakken drilling rig counts.