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Gold resilience and copper scarcity contrast with near-term CTA selling risks in precious metals

Institution
Deutsche Bank
Date
20260917
Authors
Daniel Ghali, CFA
Company
Ticker
Industry
metals and commodities
Rating
MixedMedium confidenceShort-termThe report is constructive on gold and copper but highlights near-term CTA-driven selling pressure across precious metals, with palladium identified as the most vulnerable.
AuthorsDaniel Ghali, CFA
CoverageChina、United States、Other
Asset classesCommodity
Research firm divisions/subsidiariesDeutsche Bank AG(Subsidiary/Legal Entity)、Deutsche Bank Research(Division/Team)

AI summary card

Gold resilience and copper scarcity contrast with near-term CTA selling risks in precious metals

Deutsche Bank argues that gold's ability to hold firm despite higher US yields and oil points to resilient underlying demand, while expected CTA selling may create a more attractive near-term entry point. Copper remains supported by anticipated inventory scarcity, whereas palladium is most exposed to weak spot flows.

No formal rating or target price; the report suggests accumulating gold during expected CTA-driven weakness.
goldprecious metalscopperCTA positioningspot flowsreserve managersoil pricesAI capex
  • Gold was roughly unchanged despite US 10-year yields above 5% and crude oil above $100/bbl.
  • CTAs were estimated to sell up to 7% of maximum gold position size below $4,360/oz in the session.
  • The report expects commercial, non-commercial, Chinese spot and reserve-manager inflows to offset retail and CTA selling in gold.
  • Palladium recorded spot outflows equal to 30% of maximum position size and is viewed as most vulnerable.
  • Copper CTAs were already near maximum long positioning, while the report expects acute physical scarcity in coming months.

Report interpretation

Overview

This global metals-flow report examines how discretionary, systematic and spot-market participants are positioned across precious and base metals. Deutsche Bank sees gold's resilience as evidence of durable underlying demand despite a hawkish rates backdrop, expects short-term CTA selling across precious metals, and remains constructive on copper because of expected inventory scarcity.

Core views

The report's central gold thesis is that selling appears exhausted even as the macro backdrop has become unusually hostile. Gold was roughly unchanged after the Federal Reserve began a new hiking cycle, with US 10-year yields breaching 5% and crude trading above $100/bbl. Deutsche Bank's electronic spot-flow tracking showed only limited spot outflows in the latest session. Discretionary futures investors had added longs through June as gold approached $4,000/oz and subsequently weighed on prices, while CTAs were estimated to sell up to 7% of their maximum position size below $4,360/oz. The report nevertheless expects commercial, non-commercial and Chinese spot inflows, together with persistent reserve-manager buying, to counter retail and CTA sales. Its conclusion is that an inability to sell off under these conditions would leave gold positioned to outperform if policy pivots. Deutsche Bank frames the gold outlook around three linked macro questions. First, higher oil prices above $100/bbl raise inflation risks and helped motivate the Fed's rate hike, but the report argues that a US-led resolution of the Iran conflict would be especially consequential for gold. Second, it believes a few additional hikes are unlikely to derail the AI capital-expenditure boom that is supporting global growth and the pool of capital available to reserve managers for gold allocations. Third, it argues that the US dollar is increasingly supported by equity-financed AI-related inflows, making a sufficiently hawkish policy response to halt the AI boom difficult. In a materially more hawkish scenario, the report expects a subsequent upward re-rating of gold as capital moves away from the reserve-currency country toward the periphery. It emphasizes that reserve-manager diversification into gold is tied more closely to geopolitics than to the level of rates. For the coming week, the report expects CTA selling programs to persist across precious metals unless prices recover sufficiently to prevent signals from turning negative. Its positioning simulations indicate an asymmetric setup: selling programs in declining-price scenarios are likely to be larger than buying programs in equivalent rising-price scenarios, increasing reliance on spot inflows to absorb systematic selling. Palladium is considered the most vulnerable because latest-session spot inflows were a negative 30% of maximum size. Silver is viewed as less vulnerable because of persistent strength in Shanghai arbitrage activity and notable retail spot inflows. Deutsche Bank characterizes the anticipated gold weakness from CTA activity as an opportunity to accumulate at more attractive prices. Copper presents a separate structural thesis. CTAs were already estimated to be near maximum long positioning, but the report argues that the cycle can repeat because structural forces remain intact until there is a clear policy change. It expects global copper markets to face acute scarcity over coming months as unencumbered inventories fall to critical levels. In its view, de-globalization has fragmented critical-mineral inventory systems, creating trading frictions that will require larger dislocations to resolve over the cyclical horizon. Although positioning is crowded, the report argues that the market is still not sufficiently bullish relative to these supply constraints.

Analysis framework

The report combines Deutsche Bank's aggregated electronic spot-flow data with estimates of commercial, non-commercial and retail activity, futures positioning, and a model of large trend-following CTA behavior. It then uses simulated five-day price paths to estimate how systematic positioning could change and connects those flow scenarios with macro drivers including rates, oil, geopolitics, AI investment and reserve-manager demand.

Methodology notes

  • Industry AnalysisSupply-demand framework

    Physical inventory scarcity and spot-flow absorption

    The report assesses whether physical and spot-market demand can absorb systematic futures selling, and uses shrinking unencumbered copper inventories to support its scarcity thesis.

  • Quantitative, Factor, and Portfolio Theory

    CTA positioning and price-path simulation model

    Deutsche Bank replicates features of a typical large CTA program, estimates cross-asset trend-following positions, and evaluates simulated five-day price scenarios to infer likely changes in systematic flows.

  • Event-Driven and Behavioral FinanceFund-Flow and Positioning Analysis

    Participant positioning and flow analysis

    The report distinguishes commercial, non-commercial, retail, discretionary and reserve-manager flows to explain price resilience and vulnerability across metals.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

  • Gold
    Primary precious-metal focus; underlying spot and reserve-manager demand are expected to offset CTA and retail selling.
    Strengths
    Limited recent spot outflows despite higher yields and oil; expected commercial, non-commercial, Chinese and reserve-manager inflows.
    Weaknesses
    Discretionary futures longs have weighed on prices and CTAs are expected to continue selling near term.
    Comparison
    More resilient than the macro backdrop would suggest; palladium has materially weaker spot-flow support.
    Risks
    Further CTA selling if prices do not firm, and sensitivity to the Iran conflict and US policy response.
  • Silver
    Precious-metal asset facing CTA-selling risk but with relatively stronger spot-flow support.
    Strengths
    Persistent Shanghai arbitrage strength and notable retail spot inflows.
    Weaknesses
    CTA selling is expected across the precious-metals complex.
    Comparison
    Considered less vulnerable than palladium.
    Risks
    Asymmetric CTA selling programs could still pressure prices.
  • Palladium
    Precious-metal asset identified as most vulnerable to prospective systematic selling.
    Weaknesses
    Spot inflows were -30% of maximum size in the latest session.
    Comparison
    More vulnerable than silver because it lacks comparable spot-flow support.
    Risks
    Potential CTA selling programs may be difficult to absorb without stronger spot inflows.
  • Copper
    Base-metal asset supported by a structural scarcity thesis despite crowded long CTA positioning.
    Strengths
    Expected critical decline in unencumbered inventories and persistent structural supply-chain frictions.
    Weaknesses
    CTA positioning is already near maximum long, making the tape crowded.
    Comparison
    Distinct from precious metals because its thesis rests on physical scarcity rather than reserve-manager demand.
    Risks
    The thesis depends on structural drivers persisting until a clear policy change.

Key data

  • Gold CTA selling estimateUp to -7% of maximum position size below $4,360/ozEstimated selling in the current session.
  • Gold CTA tracker level50% last; 50% end-of-day forecastModel-based estimate of systematic trend-follower positioning.
  • Gold downside trigger$4,309Tracker shows implied flow of -3% of maximum size at the next downside trigger.
  • Palladium spot flow-30% of maximum sizeLatest-session reading cited as the reason palladium is most vulnerable.
  • Copper CTA tracker level99% last; 98% end-of-day forecastCTA positioning was already near maximum long.
  • LME copper price level$14,163CTA tracker reference level.
  • US 10-year yieldAbove 5%Cited as part of the adverse macro backdrop that gold has withstood.
  • Crude oil priceAbove $100/bblCited as an inflation and geopolitical driver.

Impact & implications

The report sees resilient gold spot demand and reserve-manager buying as a counterweight to near-term systematic selling, making a future policy pivot potentially important for gold. Across precious metals, weak spot flows leave palladium most exposed, while stronger Shanghai-arbitrage and retail flows support silver. For copper, fragmented inventory systems and falling unencumbered stocks underpin the expectation of acute scarcity.

Risks

  • CTA selling programs may continue across precious metals over the coming week if prices do not firm.
  • Palladium is particularly exposed because latest-session spot flows were deeply negative.
  • A materially hawkish Federal Reserve response could disrupt the AI capital-expenditure cycle and dollar-related capital flows.
  • Gold's geopolitical outlook is highly levered to a US-driven resolution of the Iran conflict.

What to watch

  • Whether gold holds up as CTA selling persists and as US yields and oil prices remain elevated.
  • Changes in commercial, non-commercial, Chinese, retail and reserve-manager gold spot flows.
  • CTA price triggers and implied flows across gold, silver, platinum and palladium.
  • Palladium spot-flow readings and whether they improve from the reported -30% of maximum size.
  • Unencumbered copper inventories, critical-mineral trading frictions and evidence of policy change.
  • Developments in oil prices, the Iran conflict, Fed policy and AI capital expenditure.
Zhejiang ICP No. 2022035445-5
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