Signal Detail

Kakao

Jawaban Cepat AI

Kakao (CC) 30-day outlook: Naik. 6/6 of 4 Crews agree. Key evidence: Quant 7d forecast: bullish (+8.1%), supply may be tightening.. Confidence 72%. (As of 2026-05-03)

CC
NaikADJUST
Harga Saat Ini
$3,668.00
+4.98%
Konsensus
80%
Kepercayaan
72%
Confidence keputusan72%
Main report time
-
Market snapshot time
04/05/2026, 06.57 (UTC)
Quant basis
7D bullish · 8.12%

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
04/05/2026, 06.57 (UTC)
Quant basis
7D bullish · 8.12%
Evidence basis
Pasokan
[Supply Crew / CC] Quant 7d forecast: bullish (+8.1%), supply may be tightening. Strong negative trend (slope: -17.63). Wide CI range (40%): high supply uncertainty. 52w position 11%: low prices likely reducing production incentives. High volatility (60%): potential supply-chain disruption
Permintaan
[Demand Crew / CC] Price at 10.6th percentile of 52w range — below-average pricing supports downstream demand recovery. Quant 7d: bullish (+8.1%), consistent with demand strength
Makro
[Macro Crew / CC] EXTREME volatility regime (60%): market dislocation, mean reversion likely. Broad commodity trend bullish: 8/11 above SMA200 (73%). Broad momentum: 8 golden crosses across commodities. EXTREME crisis level: flight-to-real-assets, commodity hoarding likely. Quant 7d: bullish (+8.1%), 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 extreme: 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
$3,965.96
+8.12%
$3227.84 ~ $4694.36
14d
$3,960.32
+7.97%
$3267.79 ~ $4689.74
30d
$4,746.62
+29.41%
$4035.93 ~ $5398.98
TA

Technical Analysis

Debate

4-Crew Debate

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

Decision
ADJUST
Direction
Naik
Consensus
80%
Score
+0.752
Swarm

Recent Swarm Scenario

Saat krisis, simulasi menjadi layer keputusan tambahan.

Run
swarm_20260502_065255_cc
Direction
Naik
Confidence
88.2%

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

다수 지역 홍수 (3개)ZC 52주 극단ZS 52주 극단
Track Record

Prediction History

Recent prediction track record for CC

CC
CC
CC
17%
Hit rate
AI Debate

Konsensus Multi-AI

Analisis silang dari agen AI independen

Keputusan AI

Naik

Keyakinan

67%

Kesepakatan

84%

Agents

6/12

Distribusi Suara

Naik
84%
Netral
0%
Turun
16%

Faktor Kunci

  • 1West Africa structural supply deficit sustaining floor prices
  • 2USD weakness / Fed easing expectations boosting dollar-denominated commodities
  • 3Flight-to-real-assets in crisis macro regime supporting hoarding demand
  • 4Broad commodity momentum (8 golden crosses) confirming macro tailwind
  • 5Price well below 2024 highs creates asymmetric upside vs. downside risk

Risiko Utama

  • !Extreme volatility regime cuts both ways — mean reversion could accelerate sharply if demand destruction (chocolate price elasticity) kicks in at persistently high cocoa costs
  • !Trade tariff escalation reducing global confectionery demand and processing margins, softening cocoa end-demand
  • !Quant 30d Forecast Of +29pct Appears Supply Or Technical Driven Not Demand Led — Demand Recovery Is Gradual Not Explosive
  • !Global Chocolate Consumption Headwinds From Consumer Discretionary Squeeze And Sugar Reduction Health Trends

Ringkasan Analisis Kru

Macrosonnet-4.6

Cocoa (CC) at $3,668 sits well below its 2024 supply-crisis peak (~$12,000), yet remains structurally elevated due to persistent West African supply deficits (Ivory Coast/Ghana crop disease and...

Demandsonnet-4.6

Cocoa at $3,668/mt represents a dramatic retracement from the 2024 spike above $10,000/mt, and at the 10.6th percentile of its 52-week range, demand destruction from extreme pricing is now reversing.

Sentimentsonnet-4.6

Cocoa (CC) at $3,668 sits well below its 2024 historic highs (~$10,000-12,000), suggesting the post-peak correction has largely run its course and the current 30-day momentum (+29.4%) reflects a...

Supplysonnet-4.6

Cocoa at $3,668 sits at only 11% of its 52-week range — a collapse from the $10,000–$12,000 peaks driven by West Africa supply crisis recovery pricing.

Aturan vs AIagree
Execution

Evidence → Validation → TradingView

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Path

30-Day Forecast Path

DateForecastLowHigh
2026-05-02$4435.12$3646.41$5137.11
2026-05-03$4477.27$3742.88$5185.16
2026-05-04$3859.87$3151.84$4532.71
2026-05-05$3942.38$3200.59$4654.20
2026-05-06$3967.75$3227.54$4710.36
2026-05-07$3975.47$3298.20$4692.53
2026-05-08$3965.96$3227.84$4694.36
2026-05-09$4617.68$3893.34$5351.95
2026-05-10$4623.19$3859.76$5348.35
2026-05-11$3970.21$3270.05$4709.11
2026-05-12$4019.03$3260.31$4752.61
2026-05-13$4013.38$3282.92$4764.91
2026-05-14$3993.46$3288.80$4743.37
2026-05-15$3960.32$3267.79$4689.74
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