Know these first
- L1.1.06 How prices are formed
By the end you will be able to
- 1Explain what market depth and liquidity are, and why liquidity vanishes in stress.
- 2Describe liquidity by its spread, depth and resilience.
- 3Calculate the cost of selling a position against the mid price.
- 4Tell market liquidity apart from funding liquidity.
Why it matters
A house is worth what someone will pay for it. But if you must sell by Friday, it is worth what the one buyer around on Friday will pay. Every asset has that Friday price. Liquidity is the gap between the two.
Core explanation
Easy to sell, until it is not
An asset is liquid if you can sell a meaningful amount of it quickly, cheaply and close to the current price. That is market liquidity. A bank deposit is perfectly liquid. Shares in a large company are very liquid on a normal day. A building, a private company or a work of art can take months to sell, and the price you get depends on who happens to be looking.
The order book from L1.1.06 lets us see liquidity directly. It has three dimensions:
Tightness
How narrow is the spread? This is the cost of a small trade.
Depth
How many shares wait near the price? This decides the cost of a large trade.
Resilience
How fast does the book refill after a big trade?
A small order only pays half the spread. A large one walks down the book, level by level, and pays more for every level it uses. The extra is its price impact. In a deep market the levels are thick and close together, so impact is small. In a thin market the levels are thin and far apart.
Here is the same share on two days. On the calm day, 38,000 shares are bid within 0.5% of the mid and the spread is 0.10%. On the stress day, only 300 are, and the spread is 1.00%:
| Spread | Spread % of mid | Shares bid within 0.5% of mid | |
|---|---|---|---|
| Calm day | €0.04 | 0.10% | 38,000 |
| Stress day | €0.40 | 1.00% | 300 |
Why liquidity vanishes in stress
Liquidity is not a fixed property of an asset. It depends on people being willing to trade, and in a crisis they stop. Market makers face bigger price swings, so they quote wider and smaller, or not at all. Meanwhile many holders need to sell the same things at the same time. The result can feed on itself. Step through the loop.
Step throughThe liquidity spiral
1 / 61
Prices fall
Bad news hits. Prices of risky assets drop, and funds holding them show losses.
Step 2 shows a second kind of liquidity. Funding liquidity is a firm's ability to pay what it owes on time. A firm that runs short of funding liquidity must sell assets, and then depends on their market liquidity. The two kinds of shortage drive each other, which is why crises spread so fast.
Sort itUsually more liquid, or less?
0 of 6 rightThink about a normal day and a typical holding.
US Treasury bills.
A commercial office building in Frankfurt.
Shares in a company in the S&P 500 index.
A bond issued by a mid-sized company ten years ago.
Euros against US dollars.
A stake in a private, unlisted company.
The formal version
We measure the cost of a trade against the mid price before the trade. In L1.1.06 a market order of shares paid an average price . For a sale, start from the plain statement and fill it in one line at a time:
As a percentage, divide by the value at the mid: . For a purchase, swap the sign: . The cost has two parts: half the spread, paid on even the smallest trade, and price impact on top.
Conventions
Try it
Sell the same number of shares into each book. Start at 5,000, then push the slider to the end. On the stress day, look at how many price levels you need, and what happens near 10,000.
Try itSell into a calm book and a stressed one
Open the percentage calculator →Calm day
- Mid before
- €40.00
- Average price
- €39.974
- Price levels used
- 2
- Cost against mid
- €130 (0.065%)
Stress day
- Mid before
- €40.00
- Average price
- €39.168
- Price levels used
- 6
- Cost against mid
- €4,160 (2.08%)
Worked example
Selling 5,000 shares on two days
A fund must sell 5,000 shares at market. Both days start with a mid of €40.00. Try each step before revealing it.
Calm day against stress day
Step 1 of 5- 1
Calm day: walk the book
2,000 at €39.98, 3,000 at €39.97. Cash received: €199,870.00. Average price €39.974.
Regulatory lens · looking ahead
Under Basel III, banks must meet a Liquidity Coverage Ratio (LCR): enough high-quality liquid assets to survive 30 days of stress, with less liquid assets counted at a discount. The LCR, and how funds manage redemptions when their assets are hard to sell, return in later levels on liquidity risk.
Sparks
SparkThe Flash Crash
SparkWhen pension funds had to sell gilts
Key takeaways
- Market liquidity is the ability to trade a meaningful amount quickly, cheaply and close to the current price.
- Look at tightness (spread), depth (orders near the price) and resilience (how fast the book refills).
- The cost of a sale against the mid is shares × (mid − average price): half the spread plus price impact.
- Liquidity vanishes in stress: dealers step back and forced sellers all move the same way, which can become a spiral.
- Funding liquidity is the ability to pay what you owe; running short of it forces sales that test market liquidity.
Reaction
Check what stuck
Question 1 · objective 3
A share is quoted 9.95 bid, 10.05 ask. You sell 1,000 shares at the bid. How much did you give up against the mid price, in $?
Question 2 · objective 3
The bids are 1,000 shares at 20.00 and 1,000 at 19.90. You sell 1,500 shares at market. What is your average price, to two decimal places?
Question 3 · objective 2
What does the depth of a market measure?
Question 4 · objective 1
Why does liquidity tend to vanish in a market crisis?
Question 5 · objective 4
A fund owns plenty of shares but cannot pay a margin call due today. Which kind of liquidity has it run short of?
Glossary
- Market liquidity
- How quickly and cheaply you can buy or sell a meaningful amount without moving the price much.
- Tightness
- How small the bid-ask spread is: the cost of a small round trip.
- Depth
- How many shares are waiting to trade near the current price.
- Resilience
- How quickly new orders arrive to refill the book after a large trade.
- Price impact
- How far a trade moves the price against the trader as it uses up the book.
- Funding liquidity
- A firm's ability to pay what it owes when due, by holding cash or being able to borrow it.
- Margin
- Collateral a trader must post against a position; if prices move against it, it must post more (a margin call).
- Fire sale
- Selling assets quickly at depressed prices because you must, not because you want to.
- Liquidity spiral
- A loop in which falling prices force selling, which drains liquidity and pushes prices down further.
Deep Dives & Origins
Deep Dives
- Brunnermeier, M. K. and Pedersen, L. H., “Market Liquidity and Funding Liquidity”, Review of Financial Studies, 22(6), 2009. Advanced.
- Bank of England, Financial Stability Report, December 2022, on the LDI episode. Intermediate.
Origins
- Kyle, A. S., “Continuous Auctions and Insider Trading”, Econometrica, 53(6), 1985 (tightness, depth and resiliency).
- Brunnermeier, M. K. and Pedersen, L. H., “Market Liquidity and Funding Liquidity”, Review of Financial Studies, 2009.
- US SEC and CFTC, Findings Regarding the Market Events of May 6, 2010, 30 September 2010.
- Basel Committee on Banking Supervision, Basel III: The Liquidity Coverage Ratio and liquidity risk monitoring tools, January 2013.
Watch this lesson
Video version
Prefer to watch? The same lesson as a 10-minute video will sit here, made from this page's script.