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Why Options Market Making Still Combines Algorithms and Human Judgment

Article Quant Q&A · Author: user2763361

Summary

The document explains why manual market makers remain involved even as algorithmic quoting has spread across options markets. For listed options, it says quoting is largely automated, but people may adjust prices and oversee systems. Exchange liquidity obligations, broad quoting across many instruments, sudden market moves, and the risk of software errors make oversight valuable. The discussion also notes that quoting illiquid contracts may expose pricing information without attracting trades.

For over-the-counter options, bespoke deal terms and conversations with clients, brokers, and counterparties complicate full automation. A trader may use context about a client's likely total trade size or a counterparty relationship when deciding whether and how to quote. The answers present practical explanations rather than measured evidence or a universal rule. They also acknowledge that automation can be profitable and useful, while its settings, such as inventory limits and position targets, may need frequent adjustment.

Key ideas

  • Listed options quoting is often automated, with human traders retaining the ability to adjust or override quotes.
  • Exchange liquidity obligations can expose options market makers to risks that differ from those faced by many high frequency traders.
  • Quoting many strikes and instruments increases the consequences of system errors and sudden market changes.
  • Over-the-counter options often involve bespoke terms and relationship context that are difficult to encode in automated quoting.
  • Human oversight can help adapt algorithm settings, but quoting illiquid contracts may reveal prices without generating trades.

Tags

Full text
# Why are there still manual market makers in options


# Why are there still manual market makers in options












Why are manual market makers still predominant in options markets? Why haven't algorithms replaced these market makers, as they have for liquid stocks for example?

## Answer by Matt Wolf (score 11, accepted)

https://quant.stackexchange.com/a/9041

You need to differentiate between OTC and listed options in order to appreciate the fact market makers are still active and relevant in either segment:

Listed Options: Actually most listed options market making is governed by market making algorithms, however, most such algorithms are implemented with manual overlays. Something very similar goes on in the eFX world, where most quoting engines are fully systematized, however, spread tightening and widening can and is in fact overridden by humans who analyzed counter party profitability, trading actitivity such as frequency and such forth. This may not fully translate into listed options markets but the reason in general for listed options is that too much can go wrong when stocks, for instance, move by 10%+ within minutes post market-impacting events. Now that is true for stock markets as well but please keep in mind that most hft participants do not have an obligation to show prices, whereas options market makers are bound to stricter liquidity provision requirements, subject to each exchange on which such options are listed. So, while most all listed options contract market making is in some way or the other automated, there still are manual overrides at force.

OTC options markets: On the rates side, please appreciate that 90%+ of underlying notional traded goes through the OTC rather than listed markets. On the equities side that is somewhat lower but still significant, especially on the index side of things. With full customizability goes aboard the ability to fully automate. Now, everything in life can be automated, given a sufficient budget and no time constraints. But in a sense what chrisaycock pointed out is actually right: Car dealers, travel agents, and a host other middle men fight hard to stay in place and try to remain indispensable. Same with most OTC options markets: Fact is that which counterparty requests quotes, at what time, in what size, and especially the chatter surrounding an OTC trade is hugely important in brokering a deal, something that would be very expensive and time consuming to automate. For example, a keen understanding whether the requested size by a client is all that client is intending to trade or whether there is more that he/she possibly attempts to deal with other counterparties is part of the core job description of any trader, as it can hugely influence expected profit and loss for the market maker.

I am sure we will get there in the future, but for now most OTC market participants are not too interested in pushing into this direction simply because it also means they would cut their own fingers.

## Answer by GodLovesATrier (score 5)

https://quant.stackexchange.com/a/14695

I used to work in OTC, many of the deals would be so individual I can't imagine an algorithm being able to cope. In addition there were some extra factors like how we feel towards a counterparty and sometimes the broker over whether we would step in or not.

I now work in exchange traded futures and options (listed options), and I can say the number one reason there is not more market-making by algos is Risk. By risk I mean risk of a error, risk of an event happening when you might have quotes in hundreds of instruments and liquidity risk. It's one thing to quote a couple of liquid markets, and the underlying's for the options might well be very liquid, but there's much more risk of an expensive mistake in exopts with the number of quotes one would have to have in the market. Whether we like it or not algos do go wrong, we fail to foresee all the possible outcomes, situations change.

Finally it's worth considering what we're risking for, you could quote all day in some illiquid strikes and not see any business. In fact by quoting, especially if the market is really illiquid, all you're really doing is giving pricing information away for free.

## Answer by Theja Tulabandhula (score 2)

https://quant.stackexchange.com/a/9031

Due to the complexity and variety of options instruments.

## Answer by Julien (score 1)

https://quant.stackexchange.com/a/41557

Because it still is profitable. Nowadays most of the market making is somehow based or backed by algorithms. It is similar to the chess player example: If a human plays vs. a machine, the machine will win. But if a human plays together with a machine vs. another machine, the human team will win.

Trading algorithms have plenty of parameters which need to be calibrated or adjusted at all times. For example a simple market making algorithm needs inventory limits and position targets. These need to be updated all the time. While a configuration might work for some hours, it might not work for others.

Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.