If history proves anything, it’s that algorithmic trading adoption is going to move rapidly, and so too will execution quality, said Jacob Loveless, CEO of Lucera: “I definitely think you are going to start to see it this year, en masse, at scale and adding value.”
One of the major drivers is that clients don’t want to leave a ‘big footprint’ in the market. In other words, large orders are just not safe: single bank transactions can result in poor pricing and ultimately strain relationships with Liquidity
Liquidity
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
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“That is part of the reason why a lot of people are focused on algos. It gives people a good way of accessing the market and spreading out the risk over a longer period of time, and participate in potential positive moves as well as negative moves,” said Soren Haagensen, Managing Director at Integral Development, currently the only provider of end-to-end electronic FX trading platforms.
Bank algos were never an active part of trading desk use...
Typical streaming algos, he added, which hit every single venue at the same time hoping to get executed, on the other hand, do leave a market impact. But most people don’t like to use them because it makes it tougher and tougher to execute your business.
“You might win on the first one but you lose on the other ones,” said Haagensen. “Most people that have an interest in today’s market, based on the people I’ve spoken to participating in algos, (are interested in executing) quietly as possible and leaving as little impact so that nobody knows what you did.”
Getting to the FX Desk
James Dalton, Global Head of Algorithmic Execution at CitiFX, said that the increased take-up he’s seen has been correlated with smaller ticket sizes.
“The vast portion of the customer base would only deploy algorithms across more strategic or sensitive flow – a larger order. The order sizes that are being routed to us and away from risk desks are dropping, and the proportion of investor client order flow being executed algorithmically, if you look at the whole customer base, it’s increasing, steadily,” he said.
Agency-style models will push towards algos...
For most large asset managers, any discussion of algos generally means what’s on offer at the banks. And the adoption of bank algo suites is the bulk of activity that Portware has seen with its buy side clients.
“Bank algos were never an active part of trading desk use, it’s only in the last two or three years that you actually hear them being employed as part of a real strategy,” said Chris Matsko, Head of FX Trading Services at Portware FX, a Trading Platform
Trading Platform
In the FX space, a currency trading platform is a software provided by brokers to their respective client base, garnering access as traders in the broader market. Most commonly, this reflects an online interface or mobile app, complete with tools for order processing.Every broker needs one or more trading platforms to accommodate the needs of different clients. Being the backbone of the company’s offering, a trading platform provides clients with quotes, a selection of instruments to trade, real-time updates on quotes, charts and is the main frontend which customers are facing.Brokers either use existing trading platforms and sometimes customize them, or develop their own platform from scratch. Since the beginning of the retail FX trading business MetaQuotes and its platforms MetaTrader 4 (MT4) and MetaTrader 5 (MT5) have been the industry standard, especially when it comes to automated trading.MT4 Shows Resiliency While MT4 has long been seen as ubiquitous amongst brokers’ offerings, a targeted push by MetaQuotes themselves has led to broader adoption of MT5 in recent years. Advanced trading platforms such as MT4 or MT5 also allow access to a wide range of asset classes available for trading.The development of trading platforms over the past decade has failed to successfully dethrone MT4 or MT5, notably in the retail market. However, in institutional markets, brokerage companies and banking entities also construct and utilize proprietary currency trading platforms to help satisfy internal needs with trades executed through institutional trading channels.By far the most important parameter for many retail clients is the optionality and pairs available on trading platforms. Additionally, demand by traders has led to a greater emphasis on newer features such as advanced charting and other tools.
In the FX space, a currency trading platform is a software provided by brokers to their respective client base, garnering access as traders in the broader market. Most commonly, this reflects an online interface or mobile app, complete with tools for order processing.Every broker needs one or more trading platforms to accommodate the needs of different clients. Being the backbone of the company’s offering, a trading platform provides clients with quotes, a selection of instruments to trade, real-time updates on quotes, charts and is the main frontend which customers are facing.Brokers either use existing trading platforms and sometimes customize them, or develop their own platform from scratch. Since the beginning of the retail FX trading business MetaQuotes and its platforms MetaTrader 4 (MT4) and MetaTrader 5 (MT5) have been the industry standard, especially when it comes to automated trading.MT4 Shows Resiliency While MT4 has long been seen as ubiquitous amongst brokers’ offerings, a targeted push by MetaQuotes themselves has led to broader adoption of MT5 in recent years. Advanced trading platforms such as MT4 or MT5 also allow access to a wide range of asset classes available for trading.The development of trading platforms over the past decade has failed to successfully dethrone MT4 or MT5, notably in the retail market. However, in institutional markets, brokerage companies and banking entities also construct and utilize proprietary currency trading platforms to help satisfy internal needs with trades executed through institutional trading channels.By far the most important parameter for many retail clients is the optionality and pairs available on trading platforms. Additionally, demand by traders has led to a greater emphasis on newer features such as advanced charting and other tools.
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Some clients, however, are interested in going further in order to avoid divulging an interest to a large block order to a single bank. Instead, they’re looking to parse out the large block trade to either multiple bank algos, or custom designed algos.
FX Execution Bleeding Edge
Executing for a group of portfolios without going to a single bank is a major challenge to the institutional buy side. That’s because across some 1000+ portfolios, there’s directed relationships that mandate which banks can and cannot be traded with.
“In terms of trends, seeing more adoption of the bank algos – yes. But also building internal ECN (electronic communication network) order books based on directed LP relationships, such that traders can avoid a bank algo to hit their own streaming relationships and fill orders in interesting ways that they see fit,” said Matsko.
Those complexities have to be taken into consideration for algo execution, he explained. The “tricky part” is making sure that allocations are filled appropriately, populated back to an OMS appropriately, and that the back office can confirm all the deals.
“It’s more bleeding edge than it’s common place, but it’s starting to creep into the more progressive large tier 1 shops,” he said. “A lot of them are saying: how do I do that and how do I manage that through my current complex state of affairs as a multi-allocation buy side trading shop that’s not prime-brokered?”
Principal v Agency in FX
Over the past few years, banks have been steadily investing in single bank platforms for clients to execute electronically. That may be primarily a principal-based business for now, but there’s a growing important of agency for the future of banks operating in the FX market, said Sang Lee, Managing Partner at Aite Group, a consultancy.
Banks have less incentive to take risk and provide principal-based business
Historically, the global FX market has been principal-based, meaning banks are providing the liquidity, while clients looking for liquidity trade against the banks. Banks stump up their own capital and hedge risks in the interbank market.
Electronic trading strategies saw banks starting off with single stream algorithms as a client service to trade more efficiently on their bespoke platform and capture flow. Agency-driven business, however, negotiates a multi-bank, multi-stream algorithm environment nowadays, with a multitude of routing venues.
All signs point to the adoption of a kind of hybrid model, explained Lee.
“A lot more banks are talking about whether or not it would be wise for them to spend more time adopting their agency business on the FX side,” he said. “Instead of making money off the spread, it would essentially be on a commission.”
There is sometimes a grey area between principal and agency models, said Victor Lebreton, Director at Quant Hedge, a medium and short term systematic trading firm in FX markets.
“Most probably, when investment banks say they are 100% principal on the markets , you can understand that maybe 10%, or 5% is agency brokerage service for privileged institutions, where they try to get better prices for their client and themselves,” he said.
How adoption of a hybrid model might unfold under regulatory scrutiny remains in question, since it gives rise to perhaps the greatest potential for confusion, and banks and clients are anticipating clarification on what is and is not allowed, reported Euromoney.
Even so, while banks like JP Morgan, Deutsche Bank, Barclays, among other ‘usual suspects’ are asking how to compete in a more agency-driven business market environment, said Aite's Lee, FX algos all of a sudden look very important.
(People) need to start tackling the problem of figuring out where to route orders...
Agency Business Needs Algos
The competitive push is what drove banks to develop algos in the first place, but until very recently, uptake has been disappointing. Over the last couple of years, gaining a competitive edge is necessarily being considered in tandem with major regulations coming down the wire for banks, in particular capital and liquidity requirements in the US and Europe.
“Banks have less incentive to take risk and provide principal-based business…that’s definitely driving the thinking process, even within the FX market,” Lee said.
This, despite the realities of a relationship-driven, decentralized market structure with no real benchmarks. And there’s still plenty of phone calls being made for sizeable positions.
Lucera’s Loveless said that the principal business is here to stay, it’s just not going to stay over the phone. But in a wildly fragmented market, aggregation is going to be sought after too.
“Agency-style models will push towards algos, because what does an agent provide? They are not principal to a trade, they are not providing liquidity, they are generally not providing credit, their value-add is really providing execution quality,” said Loveless.
“They’re going to push it in a different way than a principal model, but the end result is going to be the same – better executions will follow,” he said.
Lucera runs the largest SDN (software-defined network) in financial services across 53 data centres in 24 countries, with foreign exchange activity a big part of the network. Last year, it was all about connecting to multiple venues. This year, it’s all about where to route the order.
“(People) need to start tackling the problem of figuring out where to route orders, and that’s one of the big reasons why you’re seeing the rise of algorithms and that’s why we saw it in equities as well,” Loveless said.
If history proves anything, it’s that algorithmic trading adoption is going to move rapidly, and so too will execution quality, said Jacob Loveless, CEO of Lucera: “I definitely think you are going to start to see it this year, en masse, at scale and adding value.”
One of the major drivers is that clients don’t want to leave a ‘big footprint’ in the market. In other words, large orders are just not safe: single bank transactions can result in poor pricing and ultimately strain relationships with Liquidity
Liquidity
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
The term liquidity refers to the process, speed, and ease of which a given asset or security can be converted into cash. Notably, liquidity surmises a retention in market price, with the most liquid assets representing cash. The most liquid asset of all is cash itself. · In economics, liquidity is defined by how efficiently and quickly an asset can be converted into usable cash without materially affecting its market price. · Nothing is more liquid than cash, while other assets represent varying degrees of liquidity. This can be differentiated as market liquidity or accounting liquidity.· Liquidity refers to a tangible construct that can be measures. The most common ways to do so include a current ratio, quick ratio, and cash ratio. What is the Definition of Liquidity? Liquidity is a common definition used in investing, banking, or the financial services space. Its primary function is to ascertain how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? By definition, in terms of liquidity, cash is unequivocally seen as the most liquid asset in an economic sense. This is due to its widespread acceptance and ease of conversion into other assets, forms of cash, or currencies, etc. All other liquid assets must be able to be quickly and efficiently converted into cash, i.e., financial liquidity. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. By extension, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Liquidity Spectrum Liquid assets can be defined primarily as either cash on hand or simply an asset that can be easily or readily converted into usable cash. It is important to note that cash is not uniformly liquid for several reasons. The below examples encompass all types of assets and their corresponding level of liquidity. Examples of Liquid Assets or Securities A good example of this is the US dollar, which is recognized or accepted globally, and backed by the US government or Federal Reserve Bank. Other major forms of cash include Euros, or major currencies. This differs notably from the legal tender in many emerging countries or others for political or economic reasons. Cash aside, assets such as stocks or equities, bonds and other securities, money market assets, marketable securities, US treasuries or T-notes, exchange-traded funds (ETFs), a savings account, and mutual funds serve as the most liquid assets. These are generally assumed to be quick assets. Each of these assets can be converted into cash either instantaneously, or via any brokerage platform, exchange, etc., often in as little as minutes or seconds. As such, these assets are liquid. Examples of Illiquid Assets or Securities Conversely, illiquid assets still retain importance and value, though are much more difficult to convert into cash. Common examples of this include land or real estate, intellectual property, or other forms of capital such as equipment or machinery. In the examples above, liquid assets are assumed to be convertible into cash without substantial fees or delays in time. Illiquid assets on the other hand often suffer from fees or additional conversion costs, processing times, ultimately creating a price disparity. The best example of an illiquid asset is a house. For many individuals this is the most valuable asset they will own in their entire lives. However, selling a house typically requires taxes, realtor fees, and other costs, in addition to time. Real estate or land also takes much longer to exchange into cash, relative to other assets. Types of Liquidity Overall, liquidity is a broad term that needs to be defined by two different measures: market liquidity and accounting liquidity. Both measures deal with different constructs or entities entirely, though are useful metrics with regards to individuals or financial markets. Market Liquidity Market liquidity is a broader term that is used by a market maker to measure the ease of which assets can be bought and sold at transparent prices, namely across exchanges, stock markets, or other financial sectors. This can include among others, a real estate or property market, market for fine arts and collectable, and other goods. Market Liquidity Example As mentioned above, certain financial markets are much more liquid than others. The degree to which stocks from large companies or foreign currencies can be exchanged is much easier than finding a readily available market for antiques, collectables, or other capital, regardless of utility. Overall, a stock market, financial brokerage, or exchange is considered to have the high market liquidity. This is because the difference between both the bid and ask prices between parties is very low. The lower the spread between these two prices, the more liquid a given market is. Additionally, low liquidity refers to a higher spread between two prices. Why Liquidity Varies and What Does Liquidity Mean in Stocks? Every asset has a variable level of liquidity meaning this can change depending on what is being analyzed. One can define liquidity in stocks or stock markets in the same way as in foreign exchange markets, brokers, commodities exchanges, and crypto exchanges. Additionally, how large the market is will also dictate liquidity. The foreign exchange market for example is currently the largest by trading volume with high liquidity due to cash flows. This is hardly surprising given that forms of cash or currencies are being exchanged. What is Liquidity in Stocks? A stock's liquidity refers to how rapidly shares of a stock can be bought or sold without largely impacting a stock price. By definition, liquidity in stocks varies for a number of reasons. Stocks with low liquidity may be difficult to sell and may cause you to take a bigger loss if you cannot sell the shares when you want to. In finance, the most liquid assets are always the most popular. By extension, if a spread between buyers and sellers increases, the market is considered to be less liquid. A good example of this is the real estate or property market. While highly valuable, there are large disparities between the purchase price and selling price of property, as well as the time associated in making these transactions, and additional fees incurred by other parties. Liquidity providers play a key role in this regard. Accounting Liquidity Unlike market liquidity, accounting liquidity measures something different entirely. Accounting liquidity is a measure by which either an individual or entity can meet their respective current financial obligations with the current liquid assets available to them. This includes paying off debts, overhead, or any other fixed costs associated with a business. Accounting liquidity is a functional comparison between one’s current liquid assets and their current liabilities. In the United States and other countries, companies and individuals have to reconcile accounting on a yearly basis. Accounting liquidity is an excellent measure that captures financial obligations due in a year. Accounting Liquidity Example Accounting liquidity itself can be differentiated by several ratios, controlling for how liquid assets are. These measures are useful tools for not just the individual or company in focus but for others that are trying to ascertain current financial health.As an example, accounting liquidity can measure any company’s current financial assets and compare them to its financial obligations. If there is a large disparity between these figures, or much more assets than obligations, a company can be considered to have a strong depth of liquidity.How to Calculate Liquidity Liquidity is of importance to investors, financial market participants, analysts, or even for an investment strategy. Calculating liquidity is a measure of firm or individual’s ability to utilize or harness current liquid assets to current cover short-term debt. This can be achieved using a total of four formulas: the current ratio, quick ratio, acid-test variation, and cash ratio. Current Ratio The current ratio is the easiest measure due to its lack of complexity. Quite simply, the current ratio measures a firm or individual’s current assets or those than can be sold within a calendar year, weighed against all current liabilities. Current Ratio = Current Assets/Current Liabilities If the current ratio’s value is greater than 1, then the entity in question can be assumed to reconcile its financial obligations using its current liquid assets. Highly liquid assets will correspond to higher numbers in this regard. Conversely, any number less than 1 indicates that current liquid assets are not enough to cover short-term obligations. Quick Ratio A quick ratio is a slightly more complex way of measuring accounting liquidity via a balance sheet. Unlike the current ratio, the quick ratio excludes current assets that are not as liquid as cash, cash equivalents, or other shorter-term investments. The quick ratio can be defined below by the following: Quick Ratio = (Cash or Cash Equivalents + Shorter-Term Investments + Accounts Receivable)/Current Liabilities Acid-Test Ratio The acid-test ratio is a variation of the quick ratio. The acid-test ratio seeks to deduct inventory from current assets, serving as a traditionally broader measure that is more forgiving to individuals or entities. Acid-Test Ratio = (Current Assets – Inventories – Prepaid Costs)/Current Liabilities Cash Ratio Finally, the cash ratio further isolates current assets, looking to measure only liquid assets that are designated as cash or cash equivalents. In this sense, the cash ratio is the most precise of the other liquidity ratios, excluding accounts receivable, inventories, or other assets. A more precise measure has its uses, namely regarding assessing financial strength in the face of an emergency, i.e., an unforeseen and time sensitive event. The cash ratio can help measure an entity or individual’s hypothesized solvency in the face of unexpected scenarios, events, etc. As such, the cash ratio is defined below: Cash Ratio = Cash and Cash Equivalents/Current Liabilities The cash ratio is not simply a doomsday tool but a highly practical measure when determining market value. In the financial services space, even large companies or profitable institutions can find themselves at liquidity risk due to unexpected events beyond their control. Why is Liquidity Important and Why it Matters to You? Liquidity is very important for not just financial markets but for individuals and investors. Liquid markets benefit all market participants and make it easier to buy and sell securities, stocks, collectables, etc. On an individual level, this is important for personal finance, as ordinary investors are able to better take advantage of trading opportunities. Additionally, high liquidity promotes financial health in companies in the same way it does for individuals. Conclusion – What Does Liquidity Mean? What is liquidity? This metric is a commonly used as a measure in the investing, banking, or financial services space. Liquidity determines how quickly a given asset can be bought, sold, or exchanged without a disparity in market price. Which of the following assets is the most liquid? – cash, stocks, real estate. Of all assets, cash or money is the most liquid, meaning it is the easiest to utilize. All other liquid assets must be able to be quickly and efficiently converted into cash. This includes such things as stocks, commodities, or virtually any other construct that has an associated value. Conversely, illiquid or non-liquid assets are not able to be quickly converted into cash. These assets, also known as tangible assets, can include such things as rare art or collectables, real estate, etc. Frequently Asked Questions About Liquidity Is Liquidity Good or Bad? The term liquidity refers to a measure and is neither good nor bad but is instead a metric of how convertible an asset is to cash. However, high liquidity is associated with lower risk, while a liquid stock is more likely to keep its value when being traded.Is a Home a Liquid Asset? A home or properly is not considered to be a liquid asset. Selling any property can incur additional costs and take a long amount of time. Additionally, there is often a price disparity from the time of purchase, meaning a seller may not even get its original market value back at the time of the sale. Why Are Stocks Liquid? Stocks are some of the most liquid assets in financial markets because these assets can be converted to cash in a short period of time in the event of any financial emergency. Is Tesla a Liquid Stock? Tesla is a liquid stock and while hugely volatile, is an integral part of the NASDAQ and is a globally recognized company. Additionally, the company is a popular single-stock CFD offering at many brokerages, with very high volumes. Is a Pension a Liquid Asset? Certain pensions are liquid assets once you have reached a retirement age. Until you are eligible to withdraw or collect a pension, without early withdrawal penalty, it is not considered a liquid asset.
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“That is part of the reason why a lot of people are focused on algos. It gives people a good way of accessing the market and spreading out the risk over a longer period of time, and participate in potential positive moves as well as negative moves,” said Soren Haagensen, Managing Director at Integral Development, currently the only provider of end-to-end electronic FX trading platforms.
Bank algos were never an active part of trading desk use...
Typical streaming algos, he added, which hit every single venue at the same time hoping to get executed, on the other hand, do leave a market impact. But most people don’t like to use them because it makes it tougher and tougher to execute your business.
“You might win on the first one but you lose on the other ones,” said Haagensen. “Most people that have an interest in today’s market, based on the people I’ve spoken to participating in algos, (are interested in executing) quietly as possible and leaving as little impact so that nobody knows what you did.”
Getting to the FX Desk
James Dalton, Global Head of Algorithmic Execution at CitiFX, said that the increased take-up he’s seen has been correlated with smaller ticket sizes.
“The vast portion of the customer base would only deploy algorithms across more strategic or sensitive flow – a larger order. The order sizes that are being routed to us and away from risk desks are dropping, and the proportion of investor client order flow being executed algorithmically, if you look at the whole customer base, it’s increasing, steadily,” he said.
Agency-style models will push towards algos...
For most large asset managers, any discussion of algos generally means what’s on offer at the banks. And the adoption of bank algo suites is the bulk of activity that Portware has seen with its buy side clients.
“Bank algos were never an active part of trading desk use, it’s only in the last two or three years that you actually hear them being employed as part of a real strategy,” said Chris Matsko, Head of FX Trading Services at Portware FX, a Trading Platform
Trading Platform
In the FX space, a currency trading platform is a software provided by brokers to their respective client base, garnering access as traders in the broader market. Most commonly, this reflects an online interface or mobile app, complete with tools for order processing.Every broker needs one or more trading platforms to accommodate the needs of different clients. Being the backbone of the company’s offering, a trading platform provides clients with quotes, a selection of instruments to trade, real-time updates on quotes, charts and is the main frontend which customers are facing.Brokers either use existing trading platforms and sometimes customize them, or develop their own platform from scratch. Since the beginning of the retail FX trading business MetaQuotes and its platforms MetaTrader 4 (MT4) and MetaTrader 5 (MT5) have been the industry standard, especially when it comes to automated trading.MT4 Shows Resiliency While MT4 has long been seen as ubiquitous amongst brokers’ offerings, a targeted push by MetaQuotes themselves has led to broader adoption of MT5 in recent years. Advanced trading platforms such as MT4 or MT5 also allow access to a wide range of asset classes available for trading.The development of trading platforms over the past decade has failed to successfully dethrone MT4 or MT5, notably in the retail market. However, in institutional markets, brokerage companies and banking entities also construct and utilize proprietary currency trading platforms to help satisfy internal needs with trades executed through institutional trading channels.By far the most important parameter for many retail clients is the optionality and pairs available on trading platforms. Additionally, demand by traders has led to a greater emphasis on newer features such as advanced charting and other tools.
In the FX space, a currency trading platform is a software provided by brokers to their respective client base, garnering access as traders in the broader market. Most commonly, this reflects an online interface or mobile app, complete with tools for order processing.Every broker needs one or more trading platforms to accommodate the needs of different clients. Being the backbone of the company’s offering, a trading platform provides clients with quotes, a selection of instruments to trade, real-time updates on quotes, charts and is the main frontend which customers are facing.Brokers either use existing trading platforms and sometimes customize them, or develop their own platform from scratch. Since the beginning of the retail FX trading business MetaQuotes and its platforms MetaTrader 4 (MT4) and MetaTrader 5 (MT5) have been the industry standard, especially when it comes to automated trading.MT4 Shows Resiliency While MT4 has long been seen as ubiquitous amongst brokers’ offerings, a targeted push by MetaQuotes themselves has led to broader adoption of MT5 in recent years. Advanced trading platforms such as MT4 or MT5 also allow access to a wide range of asset classes available for trading.The development of trading platforms over the past decade has failed to successfully dethrone MT4 or MT5, notably in the retail market. However, in institutional markets, brokerage companies and banking entities also construct and utilize proprietary currency trading platforms to help satisfy internal needs with trades executed through institutional trading channels.By far the most important parameter for many retail clients is the optionality and pairs available on trading platforms. Additionally, demand by traders has led to a greater emphasis on newer features such as advanced charting and other tools.
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Some clients, however, are interested in going further in order to avoid divulging an interest to a large block order to a single bank. Instead, they’re looking to parse out the large block trade to either multiple bank algos, or custom designed algos.
FX Execution Bleeding Edge
Executing for a group of portfolios without going to a single bank is a major challenge to the institutional buy side. That’s because across some 1000+ portfolios, there’s directed relationships that mandate which banks can and cannot be traded with.
“In terms of trends, seeing more adoption of the bank algos – yes. But also building internal ECN (electronic communication network) order books based on directed LP relationships, such that traders can avoid a bank algo to hit their own streaming relationships and fill orders in interesting ways that they see fit,” said Matsko.
Those complexities have to be taken into consideration for algo execution, he explained. The “tricky part” is making sure that allocations are filled appropriately, populated back to an OMS appropriately, and that the back office can confirm all the deals.
“It’s more bleeding edge than it’s common place, but it’s starting to creep into the more progressive large tier 1 shops,” he said. “A lot of them are saying: how do I do that and how do I manage that through my current complex state of affairs as a multi-allocation buy side trading shop that’s not prime-brokered?”
Principal v Agency in FX
Over the past few years, banks have been steadily investing in single bank platforms for clients to execute electronically. That may be primarily a principal-based business for now, but there’s a growing important of agency for the future of banks operating in the FX market, said Sang Lee, Managing Partner at Aite Group, a consultancy.
Banks have less incentive to take risk and provide principal-based business
Historically, the global FX market has been principal-based, meaning banks are providing the liquidity, while clients looking for liquidity trade against the banks. Banks stump up their own capital and hedge risks in the interbank market.
Electronic trading strategies saw banks starting off with single stream algorithms as a client service to trade more efficiently on their bespoke platform and capture flow. Agency-driven business, however, negotiates a multi-bank, multi-stream algorithm environment nowadays, with a multitude of routing venues.
All signs point to the adoption of a kind of hybrid model, explained Lee.
“A lot more banks are talking about whether or not it would be wise for them to spend more time adopting their agency business on the FX side,” he said. “Instead of making money off the spread, it would essentially be on a commission.”
There is sometimes a grey area between principal and agency models, said Victor Lebreton, Director at Quant Hedge, a medium and short term systematic trading firm in FX markets.
“Most probably, when investment banks say they are 100% principal on the markets , you can understand that maybe 10%, or 5% is agency brokerage service for privileged institutions, where they try to get better prices for their client and themselves,” he said.
How adoption of a hybrid model might unfold under regulatory scrutiny remains in question, since it gives rise to perhaps the greatest potential for confusion, and banks and clients are anticipating clarification on what is and is not allowed, reported Euromoney.
Even so, while banks like JP Morgan, Deutsche Bank, Barclays, among other ‘usual suspects’ are asking how to compete in a more agency-driven business market environment, said Aite's Lee, FX algos all of a sudden look very important.
(People) need to start tackling the problem of figuring out where to route orders...
Agency Business Needs Algos
The competitive push is what drove banks to develop algos in the first place, but until very recently, uptake has been disappointing. Over the last couple of years, gaining a competitive edge is necessarily being considered in tandem with major regulations coming down the wire for banks, in particular capital and liquidity requirements in the US and Europe.
“Banks have less incentive to take risk and provide principal-based business…that’s definitely driving the thinking process, even within the FX market,” Lee said.
This, despite the realities of a relationship-driven, decentralized market structure with no real benchmarks. And there’s still plenty of phone calls being made for sizeable positions.
Lucera’s Loveless said that the principal business is here to stay, it’s just not going to stay over the phone. But in a wildly fragmented market, aggregation is going to be sought after too.
“Agency-style models will push towards algos, because what does an agent provide? They are not principal to a trade, they are not providing liquidity, they are generally not providing credit, their value-add is really providing execution quality,” said Loveless.
“They’re going to push it in a different way than a principal model, but the end result is going to be the same – better executions will follow,” he said.
Lucera runs the largest SDN (software-defined network) in financial services across 53 data centres in 24 countries, with foreign exchange activity a big part of the network. Last year, it was all about connecting to multiple venues. This year, it’s all about where to route the order.
“(People) need to start tackling the problem of figuring out where to route orders, and that’s one of the big reasons why you’re seeing the rise of algorithms and that’s why we saw it in equities as well,” Loveless said.