Friday, 2 October 2026
Markets desk · constructive view

Standard Chartered: Q1 gold demand weakness was a revision

Central bank purchase data is reported late, revised often and traded on immediately, a sequence practically engineered to cause recurring mistakes.

Filed by
Andres KarlssonMarkets
Published
Reading
7 min

Executive summary

Central bank purchase data is reported late, revised often and traded on immediately, a sequence practically engineered to cause recurring mistakes.

Desk
Markets
Stance
Constructive
Sources
2 cited
Reading
7 min
Section 01

The revision

Standard Chartered's metals team reports that a second-quarter rebound in official sector purchases outweighs revised weakness in the first quarter. The first-quarter softness that circulated in the spring was partly a reporting artefact.

Reserve data reaches the International Monetary Fund with a lag and is frequently restated. Positions taken on the first print of a quarter are routinely wrong by the third.

This pattern has repeated often enough across 2024 to 2026 that it should now be a standing caveat on every official-sector demand headline: the initial print is a starting estimate, not a settled figure, and markets that trade heavily on the first release are trading on data that is disproportionately likely to be revised.

Section 02

Why the market keeps getting this wrong

Official sector demand is structurally sticky and reported irregularly, which produces an illusion of volatility where there is mostly just a lag. Traders read a soft month as a change of policy when it usually reflects one large buyer's settlement timing.

The disciplined approach is a rolling twelve-month average of reported purchases. On that measure the trend has been unbroken since 2022, including through the quarter that was briefly reported as weak.

A fair objection to this framing is that a rolling average can also obscure a genuine turning point for longer than a shorter-window measure would. If official demand were in fact beginning to slow, a twelve-month average would be one of the last indicators to show it clearly, and analysts relying on it exclusively risk being late to recognise a real change rather than a reporting artefact.

Reserve data reaches the International Monetary Fund with a lag and is frequently restated.
Analyst note · Markets desk
Data visualiser

All-in sustaining cost distribution, producer sample

  • Q1 low1,180
  • Median1,465
  • Q3 high1,720
  • Marginal1,985
All-in sustaining cost distribution, producer sample
StageValue (US$/oz)
Q1 low1180
Median1465
Q3 high1720
Marginal1985

Reported AISC for the producers covered by the markets desk this quarter.

Section 03

Implication

If official demand is the price floor, and the floor is intact, then the second-quarter consolidation was an investment-flow event. That is consistent with the exchange-traded fund outflows reported for the same period.

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Section 04

What we would need to see

A cleaner test than either the quarterly print or the rolling average would be consistent reporting from the three or four largest disclosed buyers over consecutive months, since a handful of reserve managers account for a disproportionate share of the reported total. Divergence among that small group would be more informative than noise in the aggregate figure.

Quick answers
Was the reported first-quarter weakness in central bank gold demand real?
Largely not. Reserve data reaches the International Monetary Fund with a lag and is frequently restated, so positions taken on the first print of a quarter are routinely wrong by the third. Standard Chartered's data shows a second-quarter rebound outweighing the revised first-quarter softness.
Why does the market keep misreading official-sector demand data?
Official demand is structurally sticky and reported irregularly, producing an illusion of volatility. A soft month is often one large buyer's settlement timing rather than a change of policy.
What is the more reliable way to read central bank gold demand?
A rolling twelve-month average of reported purchases, which has shown an unbroken trend since 2022, though a rolling average can also be slow to reveal a genuine turning point if official demand were actually beginning to slow.
Sources and further reading
Access private briefings

Desk alerts for the precious metals sector

Reserve evaluations, licensing changes and market notes, sent when the file moves. No promotional mail.

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