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Signal Detail

Coffee

AI Quick Answer

Coffee (KC) 30-day outlook: Bullish. 6/6 of 4 Crews agree. Key evidence: 동시성/뉴스 흐름 데이터가 부재해 독립적인 컨빅션을 형성할 근거가 없다. 다만 30일간 +31.68%라는 급격한 가격 상승은 통상 투기적 롱 포. Confidence 82%. (As of 2026-08-02)

KC
↑Bullish✓CONFIRM
Current Price
$313.55
-2.94%
Consensus
76%
Confidence
82%
decision confidence82%
Main report time
-
Market snapshot time
08/01/2026, 09:18 PM (UTC)
Quant basis
7D bullish · 12.69%

Coffee currently leans bullish.

Review the evidence, then follow the bullish setup selectively.

Daily reportScorecard
Summary

Plain-Language Call

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

Quick read

Coffee 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
08/01/2026, 09:18 PM (UTC)
Quant basis
7D bullish · 12.69%
Evidence basis
Sentiment (sonnet-4.6)
동시성/뉴스 흐름 데이터가 부재해 독립적인 컨빅션을 형성할 근거가 없다. 다만 30일간 +31.68%라는 급격한 가격 상승은 통상 투기적 롱 포지션 과열과 리스크 프리미엄 확대를 동반하는데, 이 경우 뉴스 심리 지표가 아직 이를 반영하지 못한 '레깅' 구간일 가능성이 크다.
Global (sonnet-4.6)
The structural supply story is genuine and consistent with the 2023-2025 coffee bull cycle: El Nino-driven drought stress on Vietnamese/Indonesian robusta and continued Brazilian arabica tightness are real, non-technical drivers that justify a bullish medium-term bias independent of the price action itself. However, the death cross and sub-40 RSI signal that the market is digesting an already-extreme move, and the KC-CC/KC-SB divergence looks more like coffee-specific idiosyncratic softness (logistics, differential basis, fund positioning) than a broad softs-complex re-rating, so I don't read it as confirming bullishness the way the rule-based score does.
Macro (sonnet-4.6)
Coffee's parabolic move (+31.7% in 30d) is overwhelmingly a supply-shock story (Brazil drought/frost risk, Vietnam Robusta shortfall, US tariffs on Brazilian imports) rather than a macro-driven rally like gold or oil; a weaker DXY and easier Fed policy provide a modest tailwind by lowering the USD cost of holding commodity length, but they are not the primary driver here. I agree directionally with the bullish call but the rule-based model's 82% confidence and 'double_up' sizing overweight broad-commodity/quant momentum signals that don't actually explain KC's idiosyncratic supply dynamics.
Why this call
i

COT/옵션 스큐 등 실제 포지셔닝 데이터 부재로 신호 공백 상태

Why waiting may be better
i

실제 심리 데이터 없이 판단하므로 공급 충격 뉴스(서리, 가뭄, 운임)가 실제로는 강세를 정당화할 수 있음

What to watch next
i

급등 후 컨트래리언 매도 신호가 나타날 경우 퀀트 모델의 모멘텀 신호와 정면 충돌 가능

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
↑Bullish
▸ details
global_commodity
↑Bullish
▸ details
macro
↑Bullish
▸ details
supply
—Neutral
▸ details
Market regime

Directional regime

Event context
quant 30d forecast of +31.68% looks like a momentum-extrapolation artifact after an already outsized run — magnitude risk of mean reversion/profit-taking
KC-CC and KC-SB divergence may reflect coffee-specific fund liquidation rather than confirming cross-commodity bullish momentum, so it shouldn't be double-counted with the ENSO factor
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

Coffee currently leans bullish.

Risk watch
quant 30d forecast of +31.68% looks like a momentum-extrapolation artifact after an already outsized run — magnitude risk of mean reversion/profit-taking
KC-CC and KC-SB divergence may reflect coffee-specific fund liquidation rather than confirming cross-commodity bullish momentum, so it shouldn't be double-counted with the ENSO factor

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

KC 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
$353.34
+12.69%
$332.96 ~ $370.42
14d
$385.73
+23.02%
$365.51 ~ $406.32
30d
$412.88
+31.68%
$391.81 ~ $434.93
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
76%
Score
+1.050
Swarm

Recent Swarm Scenario

In crisis conditions, simulation becomes an extra decision layer.

Run
swarm_20260731_065604_kc
Direction
Bullish
Confidence
92%

KC 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 KC

KC
KC
KC
KC
58%
Hit rate
AI Debate

AI Multi-Model Consensus

Cross-validated analysis from independent AI agents

▲

AI Verdict

Bullish

Confidence

56%

Agreement

88%

Agents

6/12

Vote Breakdown

Bullish
88%
Neutral
12%
Bearish
0%

Key Drivers

  • 1COT/옵션 스큐 등 실제 포지셔닝 데이터 부재로 신호 공백 상태
  • 2커피(KC)는 브라질/베트남 공급 충격 뉴스에 민감하나 헤드라인 심리 지표가 아직 캡처되지 않음
  • 330일 +31.68% 급등은 통상 스펙 롱 익스트림 및 숏커버링 랠리 후 되돌림 리스크를 내포
  • 4Enso El Nino Supply Shock
  • 5Structural Vietnam Robusta Deficit

Key Risks

  • !실제 심리 데이터 없이 판단하므로 공급 충격 뉴스(서리, 가뭄, 운임)가 실제로는 강세를 정당화할 수 있음
  • !급등 후 컨트래리언 매도 신호가 나타날 경우 퀀트 모델의 모멘텀 신호와 정면 충돌 가능
  • !quant 30d forecast of +31.68% looks like a momentum-extrapolation artifact after an already outsized run — magnitude risk of mean reversion/profit-taking
  • !KC-CC and KC-SB divergence may reflect coffee-specific fund liquidation rather than confirming cross-commodity bullish momentum, so it shouldn't be double-counted with the ENSO factor

Crew Analysis Summary

◆Sentimentsonnet-4.6

동시성/뉴스 흐름 데이터가 부재해 독립적인 컨빅션을 형성할 근거가 없다. 다만 30일간 +31.68%라는 급격한 가격 상승은 통상 투기적 롱 포지션 과열과 리스크 프리미엄 확대를 동반하는데, 이 경우 뉴스 심리 지표가 아직 이를 반영하지 못한 '레깅' 구간일 가능성이 크다.

▲Globalsonnet-4.6

The structural supply story is genuine and consistent with the 2023-2025 coffee bull cycle: El Nino-driven drought stress on Vietnamese/Indonesian robusta and continued Brazilian arabica tightness...

◎Macrosonnet-4.6

Coffee's parabolic move (+31.7% in 30d) is overwhelmingly a supply-shock story (Brazil drought/frost risk, Vietnam Robusta shortfall, US tariffs on Brazilian imports) rather than a macro-driven rally...

◈Supplysonnet-4.6

Brazil의 강수 부족(0mm vs ET0 32mm)과 다음 달 접근 중인 타이트 서플라이 시즌은 실질적인 펀더멘털 리스크로, 방향성 자체는 지지한다. 다만 이 데이터는 단일 스냅샷이며 지속 기간(다주 vs 일시적)이 불명확해 실제 작황 피해로 이어질지 확인이 필요하다.

Rule-based vs AI Verdictagree
Execution

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Report
Open evidence report
Validation
Review scorecard and paper trading
Path

30-Day Forecast Path

DateForecastLowHigh
2026-08-01$297.89$278.15$317.83
2026-08-02$300.78$281.16$321.06
2026-08-03$339.59$320.18$358.75
2026-08-04$342.92$324.61$362.02
2026-08-05$347.11$327.44$366.19
2026-08-06$350.40$329.78$369.34
2026-08-07$353.34$332.96$370.42
2026-08-08$323.40$304.24$344.43
2026-08-09$327.86$306.77$348.69
2026-08-10$368.08$347.57$387.36
2026-08-11$372.68$353.57$392.94
2026-08-12$377.94$358.51$397.45
2026-08-13$382.12$364.18$403.09
2026-08-14$385.73$365.51$406.32
E-E-A-T

Data Sources

USDA WASDENOAA ENSO/CFSv2CFTC COTNASA NDVIKAMISCME GroupFAO

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

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