Signal Detail

Kakao

Jawaban Cepat AI

Kakao (CC) 30-day outlook: Naik. 6/6 of 4 Crews agree. Key evidence: El Nino: drought risk in tropical producing regions. Quant 7d. Confidence 50%. (As of 2026-08-14)

CC
NaikOVERRIDE
Harga Saat Ini
$5,786.00
+2.44%
Konsensus
49%
Kepercayaan
50%
Confidence keputusan50%
Main report time
-
Market snapshot time
15/08/2026, 07.06 (UTC)
Quant basis
7D bearish · -1.93%

Kakao saat ini condong bullish.

Tinjau bukti dulu, lalu ikuti skenario bullish secara selektif.

Summary

Ringkasan sederhana

Baca arah, bukti, dan risiko sebelum memutuskan cara eksekusi.

Ringkasan cepat

Kakao saat ini condong bullish. Tinjau bukti dulu, lalu ikuti skenario bullish secara selektif.

Judgment basis
Adopted moderator evidence is unavailable, so this section currently shows supporting crew evidence instead.
Main report time
-
Market snapshot time
15/08/2026, 07.06 (UTC)
Quant basis
7D bearish · -1.93%
Evidence basis
Pasokan
[Supply Crew / CC] El Nino: drought risk in tropical producing regions. Quant 7d forecast: bearish (-1.9%), supply pressure easing. Strong positive trend (slope: 5.02). High volatility (53%): potential supply-chain disruption
Permintaan
[Demand Crew / CC] Korean seasonal demand: Chuseok prep (추석 준비). High sugar prices pressure confectionery margins, reducing cocoa demand. Quant 7d: bearish (-1.9%), consistent with demand softness
Makro
[Macro Crew / CC] EXTREME volatility regime (53%): market dislocation, mean reversion likely. Broad momentum: 7 golden crosses across commodities. EXTREME crisis level: flight-to-real-assets, commodity hoarding likely. Quant 7d: bearish (-1.9%), macro alignment
Mengapa seperti ini
i

Primary evidence is still being structured. Use the base scenario and confidence first.

Mengapa menunggu bisa lebih baik
i

Even on a bullish call, remaining risks mean waiting for confirmation can still be cleaner than chasing.

Apa yang dicek berikutnya
i

Watch the next data refresh and debate update.

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
Primary evidence is still being structured. Use the base scenario and confidence first.
Market regime

Directional regime

Event context
Watch the next data refresh and debate update.
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.
Skenario dasar

Kakao saat ini condong bullish.

Risk watch
Belum ada perbedaan besar saat ini.
CC swarm simulation under high: double_up bias with 10 active signals.
Chart

Grafik Pasar

Grafik hanya referensi visual; keputusan utama datang dari bukti dan debate di bawah.

Data tertunda. Gabungkan chart dengan bukti dan scorecard.
Quant

Quant Forecast

Bandingkan 7D, 14D, dan 30D dalam struktur yang sama.

7d
$5,674.33
-1.93%
$5011.52 ~ $6343.84
14d
$5,760.82
-0.44%
$5113.82 ~ $6398.67
30d
$5,913.24
+2.20%
$5233.54 ~ $6585.22
TA

Technical Analysis

Debate

4-Crew Debate

Di sini sistem mengonfirmasi, menyesuaikan, atau override base case quant.

Decision
OVERRIDE
Direction
Naik
Consensus
49%
Score
+0.455
Swarm

Recent Swarm Scenario

Saat krisis, simulasi menjadi layer keputusan tambahan.

Run
swarm_20260814_070342_cc
Direction
Naik
Confidence
90.8%

CC swarm simulation under high: double_up bias with 10 active signals.

가뭄 경고 (2개)폭염 경고ENSO EL_NINO
Track Record

Prediction History

Recent prediction track record for CC

CC
25%
Hit rate
AI Debate

Konsensus Multi-AI

Analisis silang dari agen AI independen

Keputusan AI

Naik

Keyakinan

34%

Kesepakatan

42%

Agents

12/12

Distribusi Suara

Naik
42%
Netral
38%
Turun
19%

Faktor Kunci

  • 1Broad Commodity Golden Crosses Signal Weak Dollar Regime
  • 2Crisis Extreme Reading Supports Real Asset Hoarding
  • 3Extreme Volatility Raises Mean Reversion Odds Either Direction
  • 4Conflicting Forecast Horizons
  • 5Missing Direct Macro Indicators

Risiko Utama

  • !Quant 7d Momentum Bearish At -1.9pct Directly Conflicts With Macro Bullish Call
  • !Extreme Volatility Regime Could Resolve Downward Just As Easily As Upward If Dollar Strengthens On Fed Hawkishness
  • !Short Term Quant Decline
  • !Cocoa Specific Supply Shocks

Ringkasan Analisis Kru

Macrosonnet-4.6

Broad commodity-complex momentum (7 golden crosses) alongside a crisis-extreme reading points to flight-to-real-assets positioning that typically accompanies a weakening or uncertain USD/DXY backdrop...

Macrogpt-5.4

The bearish 7-day quant forecast conflicts with a modestly bullish 30-day outlook, while the supplied macro data lacks direct evidence on DXY, energy prices, central-bank policy, tariffs, or...

Supplysonnet-4.6

El Niño-driven drought/heat stress in West Africa (Côte d'Ivoire, Ghana account for ~60% of global supply) keeps stocks-to-use structurally tight after two consecutive deficit seasons, and that...

Supplygpt-5.4

The El Niño drought signal creates upside supply risk for tropical cocoa production, but no region-specific rainfall, NDVI, crop-condition, production, or stocks data confirms an active shortage.

Aturan vs AIagree
Execution

Evidence → Validation → TradingView

Hilangkan perilaku shopping dan fokuskan halaman pada bukti, scorecard, dan chart execution.

Path

30-Day Forecast Path

DateForecastLowHigh
2026-08-15$5976.49$5298.29$6624.38
2026-08-16$5994.54$5298.94$6705.31
2026-08-17$5629.14$4932.59$6336.34
2026-08-18$5670.33$4981.71$6329.30
2026-08-19$5685.54$5046.67$6362.99
2026-08-20$5682.33$5009.19$6362.15
2026-08-21$5674.33$5011.52$6343.84
2026-08-22$6092.61$5402.17$6729.37
2026-08-23$6107.01$5456.44$6758.52
2026-08-24$5737.68$5083.10$6424.33
2026-08-25$5774.50$5074.36$6430.70
2026-08-26$5784.71$5110.58$6428.70
2026-08-27$5775.66$5095.89$6461.72
2026-08-28$5760.82$5113.82$6398.67
E-E-A-T

Sumber Data

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

Terakhir diperbarui:

CropCast v2.0 — Mesin Prediksi Harga Komoditas AI