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SOYBEAN OIL SPECIALIST · Oilseed / Energy Basis

Z3229 – [BO] BO-HO Heating Oil Energy-Basis (Mean-Reversion)

Soybean oil trades in an energy-equivalent basis vs heating oil; when BO carries an extreme premium over HO, forward BO returns mean-revert lower.

At a glance

Current composite

+0.993

On the plus-or-minus one scale; BO-HO energy-equivalent basis z-scored.

Signal state

Extreme POS

Current state across the BO Premium Low / Parity / BO Premium High regime.

Phase duration

73 sessions

Consecutive trading days in the current phase.

Sample

36 years

Daily BO-HO energy-equivalent basis, 1990 onward.

 

As of Nov 03, 2026. Updated nightly.

SIGNAL OVERVIEW

Soybean oil and heating oil are both liquid fuels used in US transportation and heating. Heating oil (ULSD / #2 fuel oil) is the petroleum-derived distillate. Soybean oil is the biofuel feedstock for renewable diesel and biodiesel. Both are measured in USD per million BTU for energy-equivalent comparison. The signal reads the BO-HO basis on an energy-equivalent basis Z-scored on 36 years and tanh-bounded. When BO is cheap relative to HO (BO Premium Low), biodiesel/renewable diesel economics improve and demand for BO as feedstock rises. When BO is expensive (BO Premium High), biofuel economics weaken and BO demand softens. The signal is used TREND-FOLLOWING in BO Extremes Contrarian with polarity sign plus one. BO Premium Low (minus one, 42.4 percent of sample) delivers plus 3.45 percent BO forward returns (edge plus 1.90 pp, HAC t plus 2.24 significant at 5 percent). Today the signal reads at the 99.8th percentile in BO Premium High territory, 66 trading days in state, at the near-all-time extreme. Read on for the three cases that frame the signal, the state-conditional evidence, and the current reading in context.

LIVE CHART

Thirty-six years of the BO-HO energy-equivalent basis as a biofuel-substitution indicator.

What the chart is showing. The dark line in the top panel is the BO-HO energy-equivalent basis composite on a tanh-bounded plus-or-minus one scale — positive means BO is at extreme premium over HO (mean-reversion short-BO setup), negative means BO at extreme discount (mean-reversion long-BO setup). The bronze line in the middle panel is the CBOT Soybean Oil front-month in cents per pound. The bottom panel tracks the 252-day rolling information coefficient between the composite and BO 60-day forward returns. Dashed horizontal lines mark the plus-or-minus 0.2 moderate and plus-or-minus 0.5 extreme thresholds.

Extreme bo premium low band Extreme bo premium high band

COMPOSITE

+0.993 / tanh

STATE

Extreme POS

PHASE

+2.94

SAMPLE N

9,000+ days

TODAY’S PLAYBOOK READING

STATE

Extreme Pos

STATE AND PERCENTILE

Composite +0.993, state Extreme POS, 73 trading days running in the current phase. Per-state baselines in the regime table below.

WHY THE SIGNAL IS HERE

BO at 67 cents/lb equals approximately 39 USD/MMBtu energy-equivalent. HO at 3.20 USD/gal equals approximately 23 USD/MMBtu. BO is approximately 70 percent more expensive than HO per unit of energy, well above the long-run historical spread.

POSTURE FOR THE WEEKS AHEAD

BO Premium High has historically preceded plus 0.16 percent BO forward returns (edge -1.38 pp below baseline). The signal is directionally bearish for BO from the current extreme reading.

WHAT THE CHART SHOWS

The composite sits at +0.993. Signal state is Extreme POS, 73 trading days running. See the regime table below for per-state baselines.

TOP INPUTS FIRING

  • Primary composite +0.993 State Extreme POS, 73 trading days running in the current phase.
  • BO-HO energy-equivalent basis Daily ratio of BO price to HO price on energy-equivalent basis (7.6 lb BO per gallon HO), z-scored on 504-day window.

THE TAKEAWAY

What this means for you today

WHAT THE BO-HO BASIS IS TELLING YOU

Composite +0.993, state Extreme POS, 73 trading days running. Current direction and per-state baselines are in the regime table below.

THE BIOFUEL-SUBSTITUTION MECHANISM

Renewable diesel and biodiesel economics depend on the relative price of feedstocks (soybean oil, tallow, UCO) versus the fossil-fuel alternative (ULSD/heating oil). When BO is cheap relative to HO, biofuel margins expand and feedstock demand increases, supporting BO prices. When BO is expensive relative to HO, biofuel margins compress and feedstock demand weakens, pressuring BO prices downward. The signal captures this via the energy-equivalent basis.

THE HONEST CAVEAT

Biofuel economics also depend on RINs (Renewable Identification Numbers) and tax credits (BTC, Section 45Z CFPC) that are not captured in the raw BO-HO basis. During periods of high RINs prices or strong tax-credit support, biofuel margins can remain positive even with elevated BO-HO basis. Readers should supplement with RINs pricing data for a complete biofuel-economics picture.

THE REGIME MAP

The three regime states, forward returns and sample share

Computed from the live window on CBOT Soybean Oil forward returns. Cleanly monotone mean-reversion pattern — Premium High precedes bearish BO, Premium Low precedes bullish BO.

State Phase Share Fwd 60d HAC t Edge vs baseline Last firings
BO Premium High TODAY +1 44.9% (4064 d) +0.27% -1.11pp Jul 2026, Jul 2026, Jul 2026
BO-HO Parity 0 12.7% (1152 d) +1.09% -0.30pp Jul 2026, Jul 2026, Apr 2026
BO Premium Low -1 42.3% (3830 d) +2.63% +1.25pp Apr 2026, Dec 2025, Nov 2025

The historical pattern

The signal across three decades of BO-HO energy-basis cycles

BO Premium Low
Jun 2022
The Indonesia export ban BO Premium High
BO spiked to 92 cents/lb in June 2022 after the Indonesia palm oil export ban (May 2022) and the Ukraine war disrupted sunflower oil. HO moved less dramatically. The BO-HO basis spiked to extreme BO Premium High territory. BO subsequently weakened through late 2022.
The Indonesia export ban BO Premium High.
BO-HO Parity
Jul 2008
The 2008 commodity super-cycle crude spike
Crude oil spiked to 147 USD/bbl in July 2008, driving HO to 3.80 USD/gal. BO was at 70 cents/lb. The BO-HO basis narrowed as HO caught up to BO’s biofuel-era levels. The signal registered BO Premium Low. The subsequent GFC crude collapse reset the relationship.
The 2008 commodity super-cycle crude spike.
BO Premium High
Mar 2021
The 2021 renewable diesel ramp-up Premium High
soybean oil rallied from 50 cents/lb in late 2020 to 70 cents/lb by Q2 2021 as US renewable diesel capacity ramped up. HO moved more modestly through the same period. The BO-HO basis widened into BO Premium High territory, consistent with the demand-pull from biofuel feedstocks.
The 2021 renewable diesel ramp-up Premium High.

THE TRACK RECORD

The last fourteen state transitions

14 transitions from 12/24/2025 to 10/23/2026. Full history 329 transitions.

State Start End Duration Fwd 60d Soybean Oil
BO Premium High 10/23/2024 11/06/2024 11d +4.92%
BO HO Parity 11/07/2024 11/11/2024 3d +1.80%
BO Premium High 11/12/2024 03/31/2025 95d +1.41%
BO HO Parity 04/01/2025 04/23/2025 16d +9.62%
BO Premium Low 04/24/2025 05/05/2025 8d +15.03%
BO HO Parity 05/06/2025 05/09/2025 4d +11.26%
BO Premium Low 05/12/2025 05/14/2025 3d +8.45%
BO HO Parity 05/15/2025 05/16/2025 2d +8.85%
BO Premium Low 05/19/2025 05/21/2025 3d +8.42%
BO HO Parity 05/22/2025 05/22/2025 1d +9.73%
BO Premium Low 05/23/2025 05/27/2025 2d +10.19%
BO HO Parity 05/28/2025 06/13/2025 13d +9.80%
BO Premium Low 06/16/2025 09/23/2025 69d +9.11%
BO HO Parity 09/24/2025 09/30/2025 5d +1.99%
BO Premium Low 10/01/2025 10/29/2025 21d +3.27%
BO HO Parity 10/30/2025 11/11/2025 9d +2.29%
BO Premium Low 11/12/2025 11/12/2025 1d +1.28%
BO HO Parity 11/13/2025 11/14/2025 2d +2.96%
BO Premium Low 11/17/2025 11/17/2025 1d +2.42%
BO HO Parity 11/18/2025 11/21/2025 4d +3.45%
BO Premium Low 11/24/2025 12/22/2025 20d +2.04%
BO HO Parity 12/23/2025 12/23/2025 1d -4.74%
BO Premium Low 12/24/2025 03/12/2026 53d -5.39%
BO HO Parity 03/13/2026 03/13/2026 1d +11.29%
BO Premium High 03/16/2026 03/24/2026 7d +8.43%
BO HO Parity 03/25/2026 03/25/2026 1d +13.33%
BO Premium High 03/26/2026 04/07/2026 8d +13.72%
BO HO Parity 04/08/2026 04/10/2026 3d +11.13%
BO Premium High 04/13/2026 04/13/2026 1d +9.56%
BO HO Parity 04/14/2026 04/15/2026 2d +8.71%
BO Premium Low 04/16/2026 07/13/2026 60d +7.15%
BO Premium High 07/14/2026 07/14/2026 1d +3.38%
BO HO Parity 07/15/2026 07/15/2026 1d +2.53%
BO Premium High 07/16/2026 07/16/2026 1d +3.71%
BO HO Parity 07/17/2026 07/22/2026 4d +4.68%
BO Premium High 07/23/2026 10/23/2026 66d +3.40%

Scroll inside the table for the full history. Forward 60-day Soybean Oil 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

Soybean oil and heating oil can be compared on an energy-equivalent basis (roughly 7.6 pounds of BO per gallon of HO). When BO carries an extreme premium over HO in this comparison, the basis empirically mean-reverts lower in CBOT soybean oil forward returns; when BO trades at a deep discount, returns mean-revert higher. The composite reads the BO-HO energy-equivalent ratio, z-scored on a 504-day window, tanh-bounded. State thresholds plus-or-minus 0.2 (moderate) and plus-or-minus 0.5 (extreme).

Why it matters

THE BO-HO BASIS IS A BIOFUEL-ECONOMICS INDICATOR

US renewable diesel and biodiesel producers compete with petroleum-derived heating oil / ULSD for the US transportation and heating fuel markets. Economic margins depend on BO (feedstock cost) relative to HO (petroleum alternative price). When BO is cheap relative to HO, biofuel margins expand and feedstock demand increases. The signal captures this via the energy-equivalent BO-HO basis.

BO PREMIUM LOW IS THE STATISTICALLY-STRONGEST STATE

Across 36 years, BO Premium Low state has delivered plus 3.45 percent BO forward returns, edge plus 1.90 pp above the plus 1.55 percent baseline. HAC Newey-West t of plus 2.24 meets the 5 percent two-sided significance threshold.

TREND-FOLLOWING POLARITY IN BO Extremes Contrarian

The signal has polarity sign plus one in BO Extremes Contrarian (ONLY trend-following polarity among the five BO Extremes Contrarian inputs). When BO Premium High (positive composite value, bearish for BO individually), it contributes POSITIVELY to the BO Extremes Contrarian composite. The Y composite is CONTRARIAN in BO forward returns, so a higher composite = lower BO forward returns. The signal’s extreme BO Premium High reading today translates to a strong bearish contribution to the Y verdict via trend-following polarity (unlike the other four inputs which contribute via contrarian polarity minus one).

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 refer to the research brief for the full disclaimer.

Last refreshed Nov 04, 2026 09:34 PM ET