Volume-Weighted Average Price (VWAP) Explained

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Volume-Weighted Average Price (VWAP) Explained

Contents


Introduction

Technical indicators are an essential part of analyzing the financial markets. Some of them aim to illustrate momentum like the Relative Strength Index (RSI), the StochRSI, or the MACD. Others may be used to find potential points of interest on a chart, such as the Fibonacci Retracement toolParabolic SAR, or Bollinger Bands.

But what is the most fundamental indicator out there? Arguably, it’s volume. Volume can be used as a tool for confirming a trend, identifying potential points of reversal, and many other strategies.

The VWAP combines the power of volume with price action to create a practical and easy-to-use indicator. Traders may use the VWAP as a tool for trend confirmation, or as an instrument to identify entry and exit points.

Let’s dive into what the VWAP is, how it works, and how traders might incorporate it into their trading strategy.


What is the VWAP?

VWAP stands for volume-weighted average price. As the name would suggest, it’s the average price of the asset for a given period weighted by volume.


chart example of vwap


What makes the VWAP a particularly powerful indicator is how it incorporates volume into the average price calculation. Some traders think that volume is the most important metric out there – outside of the price action itself. What makes the VWAP an especially useful tool for both analysts and traders is how it combines these two important metrics into one indicator.

The VWAP can give an indication of the dominant market trend, as well as important areas of liquidity.

If you’d like to read more about some of the most useful technical indicators, check out 5 Essential Indicators Used in Technical Analysis.


How to calculate VWAP

On most trading interfaces, you can just select the indicator, and the calculations will be done for you. Regardless, it could be helpful to know the formula behind it so you can use it more efficiently. So, how is the VWAP calculated?

To calculate the VWAP, we need to add up the traded value for each transaction (price multiplied by volume), then divide that by the total volume.

VWAP = ∑ (Typical Price * Volume ) / ∑ Volume

where 


Typical Price = High + Low + Close / 3

Let’s calculate the 5-minute VWAP line for an asset. Here’s what we need to do:

  1. First, we need to calculate the typical price for the first 5-minute candlestick. We add the High, Low, Close, and divide that number by 3.
  2. We multiply the typical price with the volume for that period (5 minutes, in this case). Let’s call this value n1, as it relates to the first measured period.
  3. We divide n1 by the total trading volume up until that period. This gives us the VWAP value for the first 5 minutes of trading.
  4. To calculate the successive VWAP values, we need to continue adding the new n values (n2, n3, n4…) from each period to the prior values. Then, we need to divide that by the total volume up until that point.

Now we understand why the VWAP is called a cumulative indicator, as the values are increasing by successive additions.


What the VWAP tells traders

For those interested in a more passive, longer-term investment style, the VWAP may be used as a benchmark for the current market outlook. A simple strategy may be only to buy assets that are below their VWAP line, indicating that they’re potentially undervalued.

With that said, some traders may use the price crossing the VWAP line as a signal to enter a trade. If the price breaches and goes above the VWAP, they may get into a long position. Conversely, if the price breaches and goes below the VWAP, they may get into a short position.

In this sense, the VWAP may be used similarly to moving averages. When the price is above the VWAP line, the market may be interpreted as bullish. At the same time, if it’s below the VWAP line, the market may be bearish. This, of course, highly depends on the context of the technical pattern and should be taken with caution.

The VWAP may also be used to identify areas of liquidity. This can be especially useful for institutional traders looking to fill large orders. The indicator helps them determine ideal entry and exit points for large trades, which may decrease their market impact.

VWAP can also be used to measure the efficiency of trade execution. In this sense, buy orders executed below the VWAP may be considered good fills, as they’re below the average price of the asset weighted by volume. Conversely, buy orders executed above the VWAP may be considered bad fills, as they’re executed above the average price of the asset weighted by volume.

The fact that some large traders buy below the VWAP and sell above it may offer another benefit for the market. These actions push the price closer to the average in both cases. This ensures that large traders don’t push prices further from the average with their actions. Bear in mind, whales trade some of the largest sizes, and they could have a substantial impact on the markets otherwise.



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VWAP limitations

The VWAP is mostly useful as a single-day indicator. Trying to create a VWAP over multiple days could mean that the average is distorted. As such, the VWAP works best for intraday analysis, that is, analysis that considers one trading day or less.

Like moving averages, the VWAP is a lagging indicator, as it’s based on past price data. Similarly to a moving average, the more data there is, the greater the lag. As such, a 20-minute VWAP will react more quickly to current price movements than a 200-minute VWAP. 

It’s important to keep in mind that since it’s based on past price data, the VWAP doesn’t have any predictive qualities. 

While the VWAP is a powerful indicator used by many traders, it’s not to be interpreted in isolation. For example, we’ve discussed that an asset may be considered undervalued when the price is below the VWAP line. However, in a strong uptrend, the price may not go below the VWAP for a considerable amount of time.

As such, traders who are waiting for this specific signal might get left on the sideline and miss out on a potential opportunity. With that said, missing out on a trade may not be the end of the world. If a trader’s entry strategy dictates a specific event happening, and that event doesn’t happen, they shouldn’t enter a trade. However, if their strategy is well-thought-out and they’re consistently sticking to it, they should be doing well over the long-run. Regardless of the approach, it’s crucial to understand and manage the risks.


Closing thoughts

The VWAP is an indicator that tells traders what the average price of an asset is for a given period, relative to volume. 

Some traders may use the VWAP to enter or exit positions based on it crossing with the price. It can be especially useful in helping to identify potential entry and exit points for large trades.

The VWAP is a lagging indicator, meaning it has no predictive qualities for price. Some traders argue it’s at its best when used for intraday analysis. As with any other market analysis tool, the VWAP shouldn’t be interpreted in isolation and works best when combined with other techniques.

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