WhitmanTrading

What Is Counterparty Risk?

Counterparty risk is the danger that the other party to a contract fails to meet their obligation. It exists in every bilateral agreement, exchanges remove it by inserting a clearing house between both sides, and your broker is a counterparty too.

Being right about a trade is only half of getting paid. The other half is whoever owes you the money still being able to hand it over, and that is a separate risk with its own rules.

How it works

A price series with two parties to a contract marked.
Counterparty risk is the other side not paying. Illustrative chart - not real market data.

Every contract has two sides. If the agreement is directly between you and another party, your gain depends entirely on their ability and willingness to pay it.

A steady series with a bilateral agreement annotated.
It exists in every bilateral contract. Illustrative chart - not real market data.

This is invisible most of the time. Counterparties pay, contracts settle, and the risk looks like an abstraction — right up until one does not.

A rising series where a clearing house sits between two parties.
Exchanges remove it by standing in the middle. Illustrative chart - not real market data.

Exchange-traded instruments largely solve it. A clearing house becomes the buyer to every seller and the seller to every buyer, so you face the clearing house rather than a stranger.

A falling series with a direct bilateral exposure.
Over-the-counter trades do not. Illustrative chart - not real market data.

Over-the-counter contracts do not. A forward, a swap, a bespoke option — these are private agreements, and the person on the other end is the guarantee.

The exposure grows when you are winning

A choppy series where exposure builds as the trade profits.
It grows as the trade moves in your favour. Illustrative chart - not real market data.

A contract worth nothing to you carries no counterparty risk. Nobody owes you anything, so nobody can fail to pay.

As the trade moves your way, the amount owed grows — and so does the loss if they default. The exposure is at its largest exactly when the position is at its most valuable.

A slow series with collateral posted against exposure.
And different again over a long horizon. Illustrative chart - not real market data.

Collateral is the standard answer. The losing side posts assets as the trade moves against them, so the winner’s exposure is covered. That reduces the risk substantially and never to zero — collateral is posted with a lag, valued at a price that can move, and disputed in exactly the conditions where it matters.

A worked example

Take this site’s shared series. The largest single bar measured 2.338 against a median bar range of 0.493 — a factor of about 4.7.

A calm series where exposures look small and manageable.
A quiet stretch hides what it measures. Illustrative chart - not real market data.

Collateral arrangements are sized on typical movement. A margin call issued against yesterday’s close assumes today looks roughly like an ordinary day.

On the largest bar, it does not. The move is nearly five times the median, so the collateral posted covers a fraction of the new exposure and the gap is uncovered until the next call — which arrives after the damage.

And volatility clusters, so large bars arrive in runs rather than singly. Several consecutive under-collateralised days is how a manageable exposure becomes an unmanageable one.

A falling series with a stop level marked.
A stop fills where the market is. Illustrative chart - not real market data.

Where you already have it

Your broker. Cash and securities held with them are a claim on them. Segregation rules and investor compensation schemes exist precisely because that claim can fail, and both have limits.

Your bank. A deposit is a loan to the bank. Insurance covers a stated amount; above it you are an unsecured creditor.

Any structured product. A note issued by a bank pays out because the bank does. The underlying index performing as promised is irrelevant if the issuer has gone.

And any physically-unbacked exposure. If the instrument tracks something rather than holding it, somebody is promising to deliver the difference.

The original data

On this site’s shared series: median bar range 0.493, ninetieth percentile 1.101, largest bar 2.338. Direction runs average 2.01 bars with a longest of 11. A round trip costs 0.0098, about 2% of the median bar.

The 4.7× gap between median and largest is the collateral problem in one figure. Any arrangement calibrated on typical movement is under-provisioned for the observed extreme, and the extreme is what produces defaults.

A candlestick chart annotated with the cost of a round trip.
A round trip costs a share of a bar. Illustrative chart - not real market data.
A price series with volume shown beneath.
Volume and price measure different things. Illustrative chart - not real market data.

How institutions actually manage it

Netting is the first tool. Two parties with many contracts between them agree that only the net amount is owed, so a hundred offsetting positions collapse into one exposure. That single change removes an enormous amount of gross risk without either side altering a position.

Initial margin covers the gap collateral leaves. Variation margin settles today’s move; initial margin is posted up front to cover the move that happens between a default and the position being closed out. It exists precisely because collateral arrives with a lag.

Credit limits cap how much exposure any one counterparty may accumulate. A desk that would happily do a trade will refuse it once the limit is reached, regardless of how attractive the trade looks — which is a risk control that overrides the profit motive by design.

And credit default swaps let the exposure be insured. You can buy protection against a counterparty failing, from a third party — who is then a counterparty themselves, which is the recursion at the heart of why this risk is so hard to remove rather than relocate.

When it fails

The characteristic failure is assuming a hedge removes risk rather than relocating it. A position is hedged with an over-the-counter contract, the hedge performs exactly as designed, and the counterparty fails at the same moment — because whatever caused the market move is also what damaged them. The hedge was correct and worthless, and the correlation between “my hedge pays out” and “my counterparty cannot pay” is not accidental. It is the same event.

A candlestick series with a gap through a level.
A gap skips the level entirely. Illustrative chart - not real market data.

A second failure is treating a clearing house as absolutely safe. It concentrates the exposure rather than deleting it, which systemic risk covers.

A third is ignoring it on long-dated contracts. A twenty-year swap depends on a counterparty existing in twenty years, which is a much stronger claim than it existing today.

A fourth is holding balances above compensation limits without treating the excess as a position.

A declining series cut short at a decision point.
The trade was right. Did they pay? Illustrative chart - not real market data.

And a fifth is assuming a credit rating settles it. A rating is an opinion about likelihood, produced by an agency the issuer pays, and it moves slower than conditions do.

Systemic risk covers what happens when these failures propagate. Risk management covers sizing against an exposure that grows as you win. And corporate bond covers the instrument where this risk is priced explicitly as a spread.

What I actually do

The trade being right and the money arriving are two separate events, and almost nobody thinks about the second one until it fails. Every position you hold has somebody on the other end of it, and on an over-the-counter contract that somebody is the whole of your protection.

— Michael Whitman

This page is educational, not financial advice. Test every idea on your own charts before risking money.