Signal Detail

Lean Hogs

AI Quick Answer

Lean Hogs (HE) 30-day outlook: Bullish. 6/6 of 4 Crews agree. Key evidence: 센티먼트 크루 원자료는 뚜렷한 시그널 부재를 보고하고 있으며(신뢰도 35, 시그널 0개), CFTC COT나 옵션 스큐, 뉴스 정서 등 구체적 . Confidence 76%. (As of 2026-08-02)

HE
BullishCONFIRM
Current Price
$84.70
-13.94%
Consensus
56%
Confidence
76%
decision confidence76%
Main report time
-
Market snapshot time
08/02/2026, 03:05 AM (UTC)
Quant basis
7D bullish · 9.87%

Lean Hogs currently leans bullish.

Review the evidence, then follow the bullish setup selectively.

Summary

Plain-Language Call

Read direction, evidence, and risk before deciding how to execute.

Quick read

Lean Hogs currently leans bullish. Review the evidence, then follow the bullish setup selectively.

Judgment basis
Adopted moderator evidence is unavailable, so this section currently shows supporting crew evidence instead.
Main report time
-
Market snapshot time
08/02/2026, 03:05 AM (UTC)
Quant basis
7D bullish · 9.87%
Evidence basis
Sentiment (sonnet-4.6)
센티먼트 크루 원자료는 뚜렷한 시그널 부재를 보고하고 있으며(신뢰도 35, 시그널 0개), CFTC COT나 옵션 스큐, 뉴스 정서 등 구체적 데이터가 제공되지 않은 상태에서 방향성을 단정할 근거가 부족하다. 퀀트 엔진의 7일 +9.87% 급등은 오히려 단기 과열 및 포지션 청산 리스크를 시사할 수 있어, 모멘텀을 그대로 추종하기보다는 중립을 유지하며 관망하는 것이 합리적이다.
Supply (sonnet-4.6)
Summer heat stress typically drags down average daily gains and slaughter weights into Q3, which can tighten near-term market-ready hog supply and is seasonally consistent with the quant's bullish 7d signal; however, the 14d (+1.96%) and 30d (+1.93%) readings are far flatter than the 7d (+9.87%) move, suggesting this could be a short-lived price spike rather than a durable supply shift.
Macro (sonnet-4.6)
HE (lean hogs) sits at the intersection of feed-cost inflation (grain/diesel pass-through) and export demand to China/Japan, both of which are more USD- and tariff-sensitive than the broad commodity complex the rule-based model leans on. The quant engine's sharp 7d pop (+9.87%) against flat 14d/30d readings looks more like a short-covering or weather/supply-shock spike than a durable macro-driven uptrend, and a softer DXY this cycle does support US pork export competitiveness, which is the one genuine macro tailwind here.
Why this call
i

센티먼트 시그널 완전 부재로 크라우드 포지셔닝 방향 판단 불가

Why waiting may be better
i

실제 COT 리포트 미확인 상태이므로 상업적 헤저 vs 투기적 롱 포지션 쏠림을 놓칠 위험

What to watch next
i

단기 급등 이후 되돌림(mean reversion) 가능성을 과소평가할 위험

Need more context?
i

When evidence is thin or event uncertainty is high, the next intelligence refresh and swarm scenario become the extra validation layer.

Agent views
sentiment
Neutral
details
supply
Bullish
details
macro
Neutral
details
demand
Bullish
details
Market regime

High-volatility regime

Event context
no WASDE/USDA Hogs-and-Pigs inventory data cited to confirm actual herd tightening
58% volatility could reflect demand-side speculation or export headlines rather than supply-chain disruption, and could reverse sharply
Disagreement diagnosis
Crews were mostly aligned without major conflict.
Moderator log

Crews were mostly aligned without major conflict.

Adopted evidence
Deferred evidence
Crews were mostly aligned without major conflict.
Base scenario

Lean Hogs currently leans bullish.

Risk watch
no WASDE/USDA Hogs-and-Pigs inventory data cited to confirm actual herd tightening
58% volatility could reflect demand-side speculation or export headlines rather than supply-chain disruption, and could reverse sharply

Detailed narrative is currently available in the source-language data only.

HE swarm simulation under extreme: double_up bias with 10 active signals.
Chart

Market Chart

The chart is visual reference only; the actual call comes from the evidence and debate below.

Delayed data. Combine this chart with evidence and scorecard context.
Quant

Quant Forecast

Compare 7D, 14D, and 30D ranges in the same structure.

7d
$93.06
+9.87%
$89.29 ~ $96.63
14d
$86.36
+1.96%
$82.82 ~ $90.21
30d
$86.34
+1.93%
$82.55 ~ $90.36
TA

Technical Analysis

Debate

4-Crew Debate

This is where the system confirms, adjusts, or overrides the quant base case.

Decision
CONFIRM
Direction
Bullish
Consensus
56%
Score
+1.005
Swarm

Recent Swarm Scenario

In crisis conditions, simulation becomes an extra decision layer.

Run
swarm_20260731_065603_he
Direction
Bullish
Confidence
92%

HE swarm simulation under extreme: double_up bias with 10 active signals.

가뭄 경고 (1개)폭염 경고ENSO EL_NINO
Track Record

Prediction History

Recent prediction track record for HE

HE
HE
HE
HE
75%
Hit rate
AI Debate

AI Multi-Model Consensus

Cross-validated analysis from independent AI agents

AI Verdict

Bullish

Confidence

45%

Agreement

60%

Agents

6/12

Vote Breakdown

Bullish
60%
Neutral
40%
Bearish
0%

Key Drivers

  • 1센티먼트 시그널 완전 부재로 크라우드 포지셔닝 방향 판단 불가
  • 27일 +9.87% 급등 대비 14일/30일 변화율(각 2% 내외)의 괴리는 최근 며칠간의 스파이크성 움직임을 시사
  • 3돈육/생돈 선물 특성상 계절적 수급·질병 이슈(ASF 등) 뉴스가 자주 가격을 흔들지만 이번 데이터셋엔 반영 안 됨
  • 4Seasonal Summer Heat Stress On Adg
  • 57d Vs 30d Momentum Divergence

Key Risks

  • !실제 COT 리포트 미확인 상태이므로 상업적 헤저 vs 투기적 롱 포지션 쏠림을 놓칠 위험
  • !단기 급등 이후 되돌림(mean reversion) 가능성을 과소평가할 위험
  • !no WASDE/USDA Hogs-and-Pigs inventory data cited to confirm actual herd tightening
  • !58% volatility could reflect demand-side speculation or export headlines rather than supply-chain disruption, and could reverse sharply

Crew Analysis Summary

Sentimentsonnet-4.6

센티먼트 크루 원자료는 뚜렷한 시그널 부재를 보고하고 있으며(신뢰도 35, 시그널 0개), CFTC COT나 옵션 스큐, 뉴스 정서 등 구체적 데이터가 제공되지 않은 상태에서 방향성을 단정할 근거가 부족하다.

Supplysonnet-4.6

Summer heat stress typically drags down average daily gains and slaughter weights into Q3, which can tighten near-term market-ready hog supply and is seasonally consistent with the quant's bullish 7d...

Macrosonnet-4.6

HE (lean hogs) sits at the intersection of feed-cost inflation (grain/diesel pass-through) and export demand to China/Japan, both of which are more USD- and tariff-sensitive than the broad commodity...

Demandsonnet-4.6

Genuine demand-side support exists: Korea is a top-5 US pork export destination and Chuseok (2026-09-25) import buying typically ramps 6-8 weeks ahead, which lines up with early August.

Rule-based vs AI Verdictdisagree
Execution

Evidence → Validation → TradingView

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Path

30-Day Forecast Path

DateForecastLowHigh
2026-08-01$107.59$103.82$111.26
2026-08-02$107.14$103.22$110.96
2026-08-03$96.07$92.35$99.46
2026-08-04$95.67$91.96$99.61
2026-08-05$94.88$91.40$98.54
2026-08-06$93.96$90.13$97.89
2026-08-07$93.06$89.29$96.63
2026-08-08$102.92$99.18$106.79
2026-08-09$102.01$98.14$105.87
2026-08-10$90.53$87.00$93.93
2026-08-11$89.77$86.03$93.40
2026-08-12$88.65$84.98$92.33
2026-08-13$87.46$83.82$91.43
2026-08-14$86.36$82.82$90.21
E-E-A-T

Data Sources

Methodology: Quant Engine (Prophet) + 4 Specialist Crews + Pattern Matcher → Debate Moderator. Learn more

Last updated:

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