There’s a tendency to look at price first.
But price is the end result — not the system.
If you want to understand how a market behaves under stress, you need to look earlier — at how it trades, not just where it ends up.
Silver is a clean case study.
1. Before price moves, behaviour changes
For most of the last two decades, large daily moves in silver were rare.
- ~1% of days saw intraday moves above 7%
- The market traded in a relatively stable range
- Execution was predictable
That’s what a functioning market looks like.
Then that changed.
Today:
- ~20% of days see moves above 7%
- Large moves are no longer outliers — they are part of the baseline
This isn’t just volatility.
It’s a shift in regime.
2. Not all stress looks the same
The GFC showed one type of stress:
- Sharp spikes
- Short-lived
- The system destabilised — then reset
What’s emerging now looks different:
- Less explosive
- But more persistent
- Instability is no longer episodic — it’s embedded
3. Distribution shows the shift more clearly than averages
Averages smooth.
Distribution reveals.

Before:
- Most days clustered in low ranges (0–2%)
- Large moves were rare
During stress:
- The distribution shifts right
- Large moves become common
The system doesn’t break when extremes happen —
it breaks when they become the norm.
4. The shift starts upstream — in futures
The common assumption is:
Physical drives price.
In reality:
Futures define price.
And that’s where the instability begins.
What we see in silver:
1/ Futures destabilise first
- Intraday ranges expand
- Volatility clusters
- Liquidity becomes inconsistent
2/ The exchange responds
- CME Group — the operator of COMEX, where global silver futures are priced — raises margin requirements repeatedly
- Not as a signal — but as a necessity
Margin is the system’s risk buffer.
It determines how much capital participants must post to hold positions.
When CME raises margins:
- It is increasing the cost of holding risk
- It forces weaker positions to reduce or exit
- It tightens the system in real time
When this happens multiple times in a short period, it means:
The existing model of risk is no longer sufficient.
This is not a forecast.
It is the core pricing venue adjusting to conditions as they unfold.
5. Structural effects follow immediately
Higher margins don’t just manage risk — they change the market.
- Participation narrows
- Smaller players are forced out
- Liquidity declines
At the same time:
- Futures exposure becomes more capital-intensive
- Holding positions becomes harder
The result:
The market shifts away from leveraged futures
toward unleveraged exposure — particularly direct physical.
This is not theoretical.
It is visible in behaviour:
- Wider spreads
- Reduced depth
- More volatile execution
6. The stress moves outward
Once futures are under pressure:
- Spot begins to diverge
- Pricing becomes less aligned
- Basis becomes unstable

Then:
- Physical markets follow
- Spreads widen
- Execution becomes uncertain
At that point:
“Price” is no longer a single number —
it’s a range, dependent on access and timing
7. The data confirms the escalation
Across regimes:

Even where averages appear similar:
- Tails are fatter
- Frequency is higher
- Stress persists longer
8. Why this matters
When markets shift like this:
- Price becomes less informative
- Execution becomes critical
- Spreads and timing drive outcomes
This is where:
Markets become harder to execute in under stress.
Spreads widen and liquidity thins.
That’s where risk is most often mispriced.
9. The takeaway
This isn’t about silver.
It’s about how markets function under pressure.
- Stress begins at the reference layer
- Exchanges adjust risk parameters
- Participation changes
- Liquidity deteriorates
- Price becomes less reliable
Markets move through regimes.
What matters is recognising when conditions have changed.
The shift isn’t just in price — it’s in how the market works.