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LH Beef Substitution

The year-over-year rate of change in live cattle futures, z-scored over two years, as the slow retail-protein substitution tide under pork prices.

At a glance

Current reading

-0.891

LC YoY z-score, tanh-bounded

Signal state

Moderate NEG

84 trading days in state

34-year sample

8,708 trading days

1992-03-26 through Oct 30, 2026

Historical IC

+0.0890

Spearman, LH fwd60d (p = 1.1e-16)

Baseline LH fwd60d

+0.26%

Unconditional mean

Expensive Beef state fwd60d

+0.58%

+0.33 pp above baseline

 

As of Oct 30, 2026. Updated nightly.

OBJECTIVE

When beef prices rise sharply year over year, retail buyers at the grocery counter, the restaurant chain, and the Mexican import warehouse quietly shift toward pork at the margin. The retail cross-price elasticity between beef and pork sits around 0.15 to 0.30 in the standard USDA elasticity work. Not high. Enough to matter. On May 16, 2022, as the US cattle supply tightened after the 2021 drought liquidation and front-nearby live cattle rallied through 143 cents per pound, the composite entered its expensive-beef regime at -0.891 and lean hogs rose 38.4 percent over the next 60 trading days as the retail demand pull compounded with the pork-export recovery. On March 9, 2021, as the post-pandemic beef cycle extension resumed, the composite registered plus 0.585 and lean hogs rose 37.1 percent as classical substitution reasserted itself. Today the composite reads -0.891 as of Oct 30, 2026, in Moderate-Negative state 84 trading days running. Here is the twist. This signal is directionally correct but modest in magnitude. The expensive-beef state has delivered mean lean hog forward 60-day returns of plus 0.58 percent, only 0.33 pp above baseline. The cheap-beef state has delivered plus 0.15 percent, essentially flat. Retail protein substitution is real, but at the futures-price level it is diluted by feed-cost shocks that hit both markets simultaneously and by slow retail pass-through. Read on for three cases that frame how to read this signal, the state-conditional evidence that back-tests the modest edge, and the four caveats including why the 2020 pandemic readings should be set aside.

LIVE CHART

34 years of the beef-pork substitution signal, read through the live cattle year-over-year z-score.

The composite is in a Moderate-Negative regime at -0.891. Live cattle’s year-over-year rate of change has moderated materially after the 2025 breakout, and the signal reads this as a reduced-substitution-pull regime. The 84-day persistence crosses the stability threshold. Historical fires in the Expensive Beef extreme have anchored on 2014-H2 (record cattle), 2022-H1 (post-drought cattle tightening), and 2025-H1 (cattle breakout).

Extreme cheap beef band Extreme expensive beef band

COMPOSITE

-0.891 / tanh

STATE

Moderate Neg

PHASE

-1

FWD 60d

+1.07% (baseline +1.70%)

SAMPLE N

8,711 days

STATE-CONDITIONAL EDGE

Forward 60-day returns by state

FORWARD 60-DAY RETURNS BY STATE

Mean forward-60-day benchmark return per composite state. Baseline (horizontal line) is the unconditional sample mean. Bars above the line are the constructive bands; bars below are the bearish bands.

TODAY’S PLAYBOOK READING

STATE

Moderate Neg

STATE AND HISTORY

Moderate-Negative regime, 84 trading days in state (entered 2026-06-30). Durable regime; readers should treat as neutral-to-slightly-bearish backdrop.

WHY THE SIGNAL IS HERE

After the 2025 LC breakout, the year-over-year rate of change in live cattle moderated through 2026. The signal picked up the moderation and shifted toward the cheap-beef side.

POSTURE

Modest neutral-to-bearish backdrop. On its own this signal does not drive sizing. Combine with faster inputs for tactical decisions.

WHAT THE CHART SHOWS

The composite sits at -0.891 in the Moderate-Negative band, 87 trading days running since June 30, 2026. Live cattle year-over-year rate of change has moderated after the 2025 breakout, which the signal reads as reduced retail-protein substitution pull on pork. The duration crosses the stability threshold but the historical state-conditional edge is modest (minus 0.76 points vs baseline). Treat as a neutral-to-slightly-bearish backdrop, not a tactical driver.

TOP INPUTS FIRING

  • Primary composite -0.891 State Moderate NEG; running 87 trading days in moderate-negative since June 30, 2026.
  • Raw z-score -1.74 Trailing 252-day percent change of CME Live Cattle front-nearby settlement, z-scored on a 504-day window with 126-day minimum, tanh-bounded. Positive reads expensive beef year over year.
  • Signal strength Spearman IC plus 0.089 at h=60 (p=1.1e-16). Directionally correct but modest in magnitude. Best state-conditional edge is only plus 0.33 pp above baseline. Weak but well-identified cross-protein overlay; not a tactical driver.

THE TAKEAWAY

What this means for you today

THE CROSS-PROTEIN CALL

Beef and pork are weak retail substitutes. When beef is expensive year over year, retail buyers shift toward pork at the margin. The signal reads that cycle. Today the signal is on the cheap-beef side (reduced substitution pull), which modestly dampens the pork demand outlook.

THE MODEST-MAGNITUDE POSTURE

Unlike the dollar-export signal, this signal is modest in magnitude. The best state-conditional edge is +0.33 pp above baseline at borderline significance. The signal is useful as a slow cross-protein overlay, not as a tactical driver. Readers who size pork exposure based on this signal alone will see noisy outcomes.

THE HONEST CAVEAT

Feed-cost shocks (2012 drought, 2022 Russia-Ukraine) contaminate the pure substitution signal because corn drives up both cattle and hog costs. The 2020 pandemic-era paired entries delivered multi-decade-rare forward returns because lean hogs themselves were in recovery from the April 2020 crash; those readings are regime-specific and should not be used as representative.

THE REGIME MAP

The three states, forward returns and sample share

8,646 trading days observable fwd60d. Baseline mean plus 0.26 percent, median minus 0.30 percent, std 12.27 percent, pct_neg 51.4 percent.

State Phase Share Fwd 60d HAC t Edge vs baseline Last firings
Expensive Beef +1 43.1% (3758 d) +1.59% -0.10pp Apr 2026, Apr 2026, Feb 2026
Normal 0 15.0% (1306 d) +1.86% +0.16pp Jun 2026, Jun 2026, Apr 2026
Cheap Beef TODAY -1 41.9% (3647 d) +1.07% -0.62pp Jun 2026, Jun 2026, Jun 2026

The historical pattern

Signature episodes in the 34-year sample

Expensive Beef
2020-08-14
Pandemic beef-pork divergence, EXTREME_POS into a 63 percent rally
Composite reading plus 0.50 on August 14, 2020. Lean Hogs rallied 63.1 percent over the next 60 trading days. The entry came out of the plant-shutdown period as beef wholesale prices had spiked relative to pork; the substitution signal fired on the gap. Forward return was dominated by the broader demand recovery and the hog-production normalization, not purely by substitution. A regime-specific case, not representative.
fwd60d +23.7%
Expensive Beef
2020-07-21
Cheap beef into a 108 percent rally, pandemic-era counter-example
Composite reading minus 0.55 on July 21, 2020. Lean Hogs rallied 107.6 percent over the next 60 trading days. The engine’s a-priori reads cheap beef as weak pork demand pull, but Lean Hogs rallied anyway on the April 2020 crash recovery. 2020 observations are COVID-era anomalies and should not be used as representative of the signal’s normal behavior.
fwd60d +32.9%
Expensive Beef
2022-05-16
Delayed substitution pull as cattle supply tightens, EXTREME_POS into 38 percent rally
Composite reading plus 0.56 on May 16, 2022. Lean Hogs rallied 38.4 percent over the next 60 trading days. The 2021 drought liquidation had tightened the US cattle supply through 2022, pushing beef prices up. Retail-level substitution to pork compounded with the pork export recovery. This is a cleaner mechanism signal than the 2020 cases.
fwd60d +17.9%
Expensive Beef
2021-03-09
Post-pandemic normalization, classical substitution pull into 37 percent rally
Composite reading plus 0.59 on March 9, 2021. Lean Hogs rallied 37.1 percent over the next 60 trading days. The post-COVID demand recovery sustained the beef cycle extension, and the retail substitution pull operated as the engine’s a-priori predicts. Another cleaner case for the mechanism.
fwd60d +35.1%

THE TRACK RECORD

State changes

State Start End Duration Fwd 60d LH
Cheap Beef 10/30/2024 11/08/2024 8d +3.76%
Normal 11/11/2024 11/13/2024 3d +1.02%
Cheap Beef 11/14/2024 11/15/2024 2d +2.76%
Normal 11/18/2024 11/22/2024 5d +3.97%
Expensive Beef 11/25/2024 11/27/2024 3d -0.55%
Normal 11/29/2024 11/29/2024 1d -1.39%
Expensive Beef 12/02/2024 02/05/2025 44d -3.29%
Normal 02/06/2025 02/19/2025 9d -7.06%
Cheap Beef 02/20/2025 02/21/2025 2d -2.65%
Normal 02/24/2025 02/25/2025 2d -0.73%
Cheap Beef 02/26/2025 02/26/2025 1d -1.93%
Normal 02/27/2025 02/27/2025 1d -1.02%
Cheap Beef 02/28/2025 03/03/2025 2d -0.51%
Normal 03/04/2025 03/17/2025 10d +2.29%
Expensive Beef 03/18/2025 11/21/2025 174d +7.62%
Normal 11/24/2025 11/25/2025 2d +2.04%
Expensive Beef 11/26/2025 01/26/2026 40d +1.98%
Normal 01/27/2026 01/30/2026 4d +1.86%
Expensive Beef 02/02/2026 02/05/2026 4d +2.33%
Normal 02/06/2026 02/06/2026 1d +4.80%
Expensive Beef 02/09/2026 03/06/2026 19d +5.75%
Normal 03/09/2026 04/07/2026 21d +11.20%
Expensive Beef 04/08/2026 04/20/2026 9d +11.13%
Normal 04/21/2026 04/27/2026 5d +5.57%
Expensive Beef 04/28/2026 04/29/2026 2d +3.83%
Normal 04/30/2026 06/02/2026 23d +3.09%
Cheap Beef 06/03/2026 06/03/2026 1d +2.00%
Normal 06/04/2026 06/04/2026 1d +1.32%
Cheap Beef 06/05/2026 06/15/2026 7d +3.29%
Normal 06/16/2026 06/29/2026 9d +1.86%
Cheap Beef 06/30/2026 10/30/2026 87d +2.73%

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

Each trading day the first-nearby CME live cattle contract settlement price prints. The signal computes trailing 252-day percent change, z-scores on a trailing 504-day window with a 60-day minimum population, applies tanh. A positive composite reads expensive beef year over year. A negative composite reads cheap beef. The signal is a slow cross-protein overlay, not a tactical trigger.

Why it matters

Why beef prices matter for Lean Hogs at all

Beef and pork are weak retail substitutes. USDA ERS pork-beef consumption elasticity work and Elam-Preckel cross-price elasticity estimates place the long-run beef-pork retail cross-price elasticity in the 0.15 to 0.30 range. Not high; the two meats are weak substitutes rather than close substitutes. When beef is expensive year over year, retail buyers at the grocery counter, the restaurant chain, and the Mexican import warehouse shift toward pork at the margin. The signal reads that cycle through the live cattle year-over-year z-score as a slow demand-pull overlay on pork prices.

Why the magnitude is modest

The substitution effect is real but diluted at the futures-price level by three structural frictions. First, retail protein pass-through is slow and partial. Second, feed-grain cost shocks hit both cattle and hog markets simultaneously via the shared corn-feed cost structure, contaminating the pure substitution signal. Third, the live cattle year-over-year rate of change is noisy enough to pick up some cycle-timing error. The result is a Spearman IC of plus 0.089; statistically well-identified but modest. Best state-conditional edge is only plus 0.33 points above baseline.

How to use this signal today

Treat as a slow background overlay, not a tactical driver. The current moderate-negative reading says the recent live cattle moderation (after the 2025 breakout) is reducing the retail pork substitution pull; a modest headwind under the pork demand outlook. On its own this signal does not drive sizing. Combine with faster inputs for tactical decisions. The signal’s useful role is confirming cycle-direction over multi-month horizons, not generating entry triggers.

GO DEEPER

Want the full depth?

The research brief walks through 33 years of live cattle year-over-year change vs lean hog forward returns, documents the retail-protein substitution mechanism, and sets out when the beef-to-pork spillover is real vs when the macro backdrop (export demand, herd cycle) dominates.

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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 Oct 31, 2026 12:33 AM ET