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CL · Energy / Refinery Demand

Z3783 – [CL] PADD3 Refinery Input Signal

EIA PADD3 Gulf Coast monthly refinery crude net input year-over-year z-score captures the dominant US crude-demand sink regime and transmits refining-utilization signals to WTI via the physical-demand channel.

At a glance

IN-SEASON · ACTIVE

Current reading

-0.899

SEASONAL STATE

IN-SEASON · ACTIVE

Signal state

Moderate NEG

70 days in Stress phase

Updated

Nov 09, 2026

EIA monthly refinery report

Sample

44-year window

Daily cadence; 1982 onward

 

As of Nov 09, 2026. Updated nightly.

SIGNAL OVERVIEW

PADD3 refers to the Gulf Coast refining region and represents roughly half of total US crude consumption. When Gulf refinery throughput runs above prior year, utilization is high and crude demand strengthens; when throughput runs below prior year, demand softens. The signal takes PADD3 monthly refinery net input year-over-year delta, z-scored on five years, tanh-bounded. The empirical phase pattern (see regime table) shows Phase +1 (Refinery accel) delivers +0.35 pp edge on 30 percent sample; Phase -1 (Refinery decel) delivers -1.95 pp on 42 percent sample. 2.30 pp spread via the refining-utilization channel.

LIVE CHART

CL PADD3 Refinery Input Signal

What the chart is showing right now. The dark line is EIA PADD3 Gulf Coast monthly refinery net input year-over-year z-scored on five years, tanh-bounded. Positive composite means Gulf throughput running above prior year (demand strengthening); negative means throughput below prior year (demand softening). The bronze line in the middle panel is NYMEX WTI Crude ratio-adjusted continuous. The bottom panel tracks the trailing 252-day Spearman information coefficient.

Extreme refinery decel band Extreme boom band

COMPOSITE

-0.899 / tanh

STATE

Moderate NEG

PHASE

-1.45

PHASE +1 EDGE

+0.35 pp

PHASE -1 EDGE

-1.95 pp

TODAY’S PLAYBOOK READING

STATE

Moderate Neg

STATE AND HISTORY

PADD3 refinery signal firing at composite -0.899, 70 trading days running in current phase. Phase +1 (Accel) delivers plus 2.74 percent WTI fwd60d; Phase -1 (Decel) delivers plus 0.45 percent.

THE REFINERY MECHANISM

PADD3 covers Gulf Coast refineries that consume roughly half of total US crude. Rising throughput year-over-year signals strengthening demand for crude; falling throughput signals softening demand. Hurricane shutdowns, maintenance cycles, and demand swings all show up here.

HOW TO POSITION

Refining-utilization overlay for WTI. Accel firings warn of strengthening demand and bullish setup. Decel firings confirm softening demand regime. Pair with EIA weekly crude stocks, Strait of Hormuz chokepoint, and NFCI financial conditions for stacked demand-plus-supply conviction.

WHAT THE CHART SHOWS

The composite sits at -0.899 in the current band. PADD3 refinery signal reading in current regime through late 2026.

TOP INPUTS FIRING

  • Primary composite -0.899 State Moderate NEG, 70 days running in current phase.
  • PADD3 monthly refinery net input YoY z-score Raw z-score -1.45; year-over-year delta z-scored on five-year window.
  • 2.30 pp spread, refining-utilization channel Phase +1 edge +0.35 pp on 30 percent sample; Phase -1 edge -1.95 pp on 42 percent sample via refining-utilization channel.

THE TAKEAWAY

What this means for you today

THE REFINERY CALL

Composite -0.899, current state Moderate NEG. PADD3 refinery signal reading in current band through late 2026. Phase Stress firing for 70 trading days.

THE EMPIRICAL CONTEXT

Phase +1 (Refinery accel) edge +0.35 pp on 30 percent sample. Phase 0 (Normal) edge +2.48 pp on 28 percent sample. Phase -1 (Refinery decel) edge -1.95 pp on 42 percent sample. 2.30 pp spread.

THE HONEST CAVEAT

EIA monthly refinery reports have roughly a two-month publication lag; the signal is slow-moving and typically does not catch rapid demand swings. Hurricane-driven shutdowns can produce temporary decels that are not demand-driven; pair with Gulf hurricane-proximity overlays. Signal covers PADD3 only and does not capture refining elsewhere (PADD1 East Coast, PADD2 Midwest, PADD5 West Coast).

THE REGIME MAP

The three phases, WTI forward returns and sample share

Regime table captures phase-conditional edges on WTI forward 60-day returns from live-window trading days. Phase +1 minus Phase -1 spread via the refining-utilization channel.

State Phase Share Fwd 60d HAC t Edge vs baseline Last firings
Refinery accel +1 29.8% (2693 d) +2.74% +0.35pp May 2026, Jan 2026, Apr 2025
Refinery normal 0 28.3% (2549 d) +4.87% +2.48pp May 2025, Mar 2025, Jan 2025
Refinery decel TODAY -1 41.9% (3781 d) +0.45% -1.95pp Aug 2026, Mar 2026, Aug 2025

The historical pattern

Signature episodes in the 44-year sample

Refinery accel
2008-07-15
Refinery accel, 2008 demand peak
Gulf Coast refinery throughput ran above prior year through 2007 into mid-2008 as the demand supercycle peaked. WTI rallied to 147 USD/bbl in July 2008. The signal held Phase +1 refinery-accel territory through the demand peak. The 2008 episode is a Phase +1 refinery-accel anchor demonstrating demand transmission at a cycle top.
2008 demand peak; Phase +1 refinery-accel anchor.
Refinery decel
2020-05-15
Refinery decel, 2020 COVID shutdown
Gulf Coast refinery throughput collapsed in April-May 2020 as COVID shutdowns destroyed transport-fuel demand. Several refineries curtailed runs or temporarily shut down. The signal held deep Phase -1 refinery-decel territory through 2020 Q2 into Q3. The 2020 episode is the canonical Phase -1 refinery-decel anchor demonstrating demand collapse transmission.
2020 COVID demand collapse; canonical Phase -1 refinery-decel anchor.
Refinery accel
2022-08-15
Refinery accel, 2022 post-COVID demand recovery
Gulf refinery throughput ran above prior year through 2022 H1 as transport-fuel demand recovered and global crude spreads supported Gulf margins. WTI held the elevated post-Russia-invasion range through 2022 H2. The signal held Phase +1 refinery-accel territory. The 2022 episode is a modern Phase +1 refinery-accel anchor demonstrating demand recovery transmission.
2022 post-COVID recovery; modern Phase +1 refinery-accel anchor.

THE TRACK RECORD

Every state change in the last 2 years

11 state transitions from 01/02/2025 to 11/09/2026. Full history (190 total transitions since 12/03/1990) is downloadable.

State Start End Duration Fwd 60d CL
Neutral 01/02/2025 01/30/2025 20d -4.32%
Expansion 01/31/2025 01/31/2025 1d -7.89%
Defensive 02/03/2025 02/28/2025 19d -7.23%
Neutral 03/03/2025 03/31/2025 21d +0.68%
Expansion 04/01/2025 04/30/2025 21d +9.62%
Neutral 05/01/2025 07/31/2025 63d +13.75%
Defensive 08/01/2025 12/31/2025 106d +10.22%
Expansion 01/02/2026 02/27/2026 39d -4.81%
Defensive 03/02/2026 04/30/2026 43d +9.34%
Expansion 05/01/2026 07/31/2026 63d +1.22%
Defensive LIVE 08/03/2026 current 70d +1.58%

Scroll inside the table for the full history. Forward 60-day CL is measured from each run’s start date; a reader cannot trade off a start-date they only identify in hindsight, so this is a transparency log, not an alpha claim. Asterisked (*) returns are partial. The run is less than 60 trading days old. The full 60-day comparable fills in as more data arrives.

What this measures

Accelerating Gulf Coast refinery throughput signals strengthening US crude demand and transmits bullish to WTI; decelerating throughput signals softening demand and transmits bearish. EIA PADD3 monthly refinery crude net input year-over-year, z-scored on a five-year window and tanh-bounded, captures that regime. Target NYMEX WTI Crude ratio-adjusted continuous close.

Why it matters

Why PADD3 refinery throughput matters for WTI

PADD3 covers Gulf Coast refineries from Texas to Mississippi and represents roughly half of total US crude refining capacity. It is the dominant US demand sink for crude. When Gulf refinery throughput runs above prior year, demand for crude strengthens and transmits bullish to WTI; when below, demand softens. Transmission operates through the physical-demand channel. Petroleum trading desks and oil majors watch the EIA monthly petroleum supply report as a lagging but authoritative measure of US refining utilization alongside weekly refinery-run data in the EIA Weekly Petroleum Status Report.

How to use this signal today

Refining-utilization overlay for WTI via PADD3 monthly YoY z-score. Accel firings warn of strengthening US crude demand with the 2008 demand peak and 2022 post-COVID recovery as canonical Phase +1 anchors. Decel firings confirm softening demand with the 2020 COVID shutdown as canonical Phase -1 anchor. Pair with EIA weekly crude stocks (inventory companion), Strait of Hormuz chokepoint, NFCI financial conditions, and term structure for stacked refinery-plus-fundamental conviction.

Risk overlay

Three limitations. First, EIA monthly refinery reports have roughly a two-month publication lag making the signal slow-moving. Second, hurricane-driven Gulf refinery shutdowns can produce temporary decels that are not demand-driven but weather-driven; pair with Gulf hurricane-proximity overlays to disambiguate cause. Third, signal covers PADD3 only; does not capture refining elsewhere in the US (PADD1 East Coast, PADD2 Midwest, PADD4 Rocky Mountain, PADD5 West Coast). Daily IC not individually significant on all sampling windows.

GO DEEPER

Want the full depth?

The research brief walks through the PADD3 refining-utilization methodology and enumerates the 2008 demand peak, the 2020 COVID shutdown, and the 2022 post-COVID recovery as canonical anchors.

Signal consumers and siblings

Not investment advice · The analysis on this page is informational and educational. Signal readings, historical case figures, and empirical statistics are derived from publicly available data and are provided without warranty. Hypothetical performance results have inherent limitations, including the benefit of hindsight. Readers who intend to trade should consult a licensed investment professional and see the research brief for the full disclaimer.

Last refreshed Nov 10, 2026 03:41 PM ET