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How to Read a Depth Chart — Slope and Your Slippage

An order book displayed as a list of numbers shows current prices, but it is harder to see how far the price will move when your order arrives. A depth chart redraws the same data as cumulative quantity. Its purpose is different, so the way you read it is different too.

What Does a Depth Chart Plot?

The horizontal axis is price, and the vertical axis is the sum of quantities accumulated up to that price. It is cumulative quantity, rather than the quantity at an individual quote. Bids are on the left, asks on the right, and the middle is near the current price.

Quote List → Cumulative Quantity

Ask quotes
  $60,010  2 contracts  → cumulative  2
  $60,020  3 contracts  → cumulative  5
  $60,030  1 contract  → cumulative  6
  $60,040  9 contracts  → cumulative  15

─────────────
The chart plots the right-hand column:
  2 → 5 → 6 → 15

At $60,040, the line jumps vertically.
  → That is the wall on screen.

A depth chart's height means “how many contracts would be consumed up to this point,” and its slope means “how many contracts are needed to move the price by $1.” For reading individual quote numbers, see how to read an order book. Here we focus on what becomes visible in cumulative form.

Slope and Slippage

A market order consumes quotes in sequence from the best price. Once the cumulative quantity you need to consume is known, the price corresponding to that height on the depth chart is the last execution price.

Market Buy of 10 Contracts

Current best ask  $60,010

Order of consumption
  $60,010 × 2  =  120,020
  $60,020 × 3  =  180,060
  $60,030 × 1  =   60,030
  $60,040 × 4  =  240,160
  Total: 10 contracts  =  600,270

Average execution price  600,270 ÷ 10
  =  $60,027

─────────────
Relative to the $60,010 reference price:
  +$17  =  0.028%
  This is slippage.

For the same 10 contracts, thick depth may fill everything at the first quote with almost no slippage, while thin depth requires moving through several levels. The source describes a steeper slope as producing more slippage for the same quantity. The underlying way order size pushes price is explained in market impact. To classify the causes when actual slippage exceeds expectations, see when slippage is high.

Calculate Your Maximum Market Order Size in Advance

The practical purpose of a depth chart is setting an upper limit on your order size, rather than prediction. First decide the slippage you can tolerate, then read backward to find the quantity that fits within it.

To Finish Within 0.05%

Allowed slippage  0.05%
Reference price  $60,010
→ Allowed upper price  $60,040

Height at $60,040 on the depth chart:
  Cumulative  15 contracts

─────────────
Conclusion
  Up to 15 contracts  → Market order is acceptable.
  Above that  → Split execution is needed.

If you need to trade 40 contracts:
  All at once → Sweep far up the book.
  In pieces → Quotes can replenish between orders.

The order book is not a still image. Limit orders replenish after a few seconds, so the guide describes splitting the same 40 contracts as improving average execution price. TWAP execution and iceberg orders automate this idea. Sending everything at once can produce executions but also brings partial fills and remaining-quantity management.

Is the Wall Real?

When a large quantity is concentrated at one price, the chart rises vertically there. This is commonly called a wall. The problem is that the mere presence of a visible wall confirms nothing.

Three Possible Identities of a Wall

① Genuine resting quantity
  It actually trades when price reaches it.
  → It offers temporary resistance.

② Quantity withdrawn before price arrives
  It is canceled as price approaches.
  → Price passes through where the wall was.

Part of a split large order
  Only 2 contracts are visible.
  Another 200 may sit behind them.

─────────────
How to distinguish them:
  As price approaches,
  watch whether the wall remains.
  Do not decide in advance.

Opening a position in anticipation based on a wall is therefore risky. A wall is information that can disappear with one cancellation, and cancellation costs almost nothing. A useful practical application is execution planning. For example, if a thick wall sits above, place a limit order in front of it instead of trying to sweep through it at market.

Do Not Read Left–Right Asymmetry as a Direction Signal

When the bid side is thick and the ask side thin, it is tempting to read this as “price will rise.” There are two reasons this interpretation often fails.

What Asymmetry Means

What is visible:
  Cumulative bids  80 contracts
  Cumulative asks  20 contracts
  Ratio  4 : 1

Reason A  Buying interest is strong.
Reason B  Sellers are not placing limit orders.
    They sell immediately at market.

─────────────
Limit orders = Waiting orders
Market orders = Urgent orders

On a depth chart:
  Only the waiting side is visible.
  The urgent side is invisible.

A depth chart is a snapshot of resting quantity, not the flow of actual executions. A thin ask side may mean sellers are selling immediately instead of lining up, rather than that sellers are absent. To assess direction, examine actual execution records instead of depth, and even those are not definitive signals. See interpreting the order book for the broader limitations of quote data.

What a Depth Chart Cannot Show

What Lies Beyond the Screen

Hidden quantity
  Icebergs expose only part of an order.
  → The real wall may be thicker.

No time axis
  100 contracts posted just now and
  100 contracts resting for an hour look identical.

Other exchanges
  This chart represents one exchange's book.
  If other venues have deep liquidity, arbitrage can quickly
  fill the gap even when this one is thin.

Spread and fees
  Costs added separately from slippage.
  → They are absent from a depth chart.

The last item is especially easy to forget. Calculating 0.028% slippage from a depth chart does not make that the total cost. Spread costs and round-trip fees must be added. In frequent short trades, these can accumulate more heavily than slippage.

When Depth Is Thin or Thick

Depth varies substantially by time and instrument. The same order size can be harmless at one time and damaging at another.

The Same 10 Contracts, Different Results

Thick depth (active hours)
  30 contracts at the first quote
  → All 10 contracts  at $60,010
  → Slippage  0%

Thin depth (quiet hours or inactive altcoins)
  1 contract per quote
  → Climb through 10 levels
  → Slippage  0.08% or more

─────────────
Same size, same instrument.
Only the time of day differs.

During sharp moves,
  quotes can vanish from the book.

The most dangerous moments are sharp rises and falls. Resting limit orders are canceled first, thinning depth just when stop-loss market orders arrive. A stop calculated using ordinary slippage can then incur several times the expected loss. See liquidity for how liquidity varies over time and across instruments.

Summary

A depth chart's vertical axis shows cumulative quantity.
Slope = Contracts needed per $1 move.
The source describes steeper slopes as greater slippage.
The height of your quantity → The last execution price.
Decide allowed slippage first.
Cumulative quantity at that price is the market-order ceiling.
Split the order if it exceeds that ceiling.
A wall can disappear with one cancellation.
Use walls for execution, rather than prediction.
Asymmetry is not a direction signal.
The urgent side is invisible from the outset.
Iceberg orders reveal only part of their quantity.
Spreads and fees are additional costs.
Quotes disappear during sharp moves.

In one sentence: a depth chart is a ruler for measuring whether your order is large or small relative to the market, rather than a picture that tells you direction. It is safer to determine entry direction using other evidence and use depth only to measure the price at which that decision can be executed.

Caution

The quoted prices $60,010, $60,020, $60,030, and $60,040; quantities of 2, 3, 1, 9, 15, 30, and 80 contracts; average execution price of $60,027; and slippage calculations of 0.028%, 0.05%, and 0.08% are all hypothetical examples illustrating accumulation and slope. They are not actual quotes from a particular exchange or measurements at a particular time. Real depth varies greatly by instrument, exchange, and time, and changes every second. Exchanges also differ in the displayed range (how far from the current price the chart extends) and aggregation units, so even the same instrument can look different. Check axis units before using a chart for calculations. This article explains the display of order-book data and execution-cost calculations; it does not recommend a particular trading method or entry/exit time. Walls and left–right asymmetry do not guarantee price direction. Leveraged trading can lose all principal, and accurate slippage calculations do not guarantee profits. Investment decisions and their consequences are your responsibility.

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