Trading psychologyQuantitative tradingDiscipline

Discretionary vs quantitative trading: where do the emotions go?

Fear, greed, hope, frustration. A discretionary trader lives through them on every trade. A quantitative trader doesn't make them vanish by magic: they take them off the screen and lock them inside a plan that is decided before a single dollar is at risk.

JVBy Jaime Vich · · 6 min read

There are two ways to face the same market. In the first, a person sits in front of the screen, watches the price move and decides, in real time, when to get in and when to get out. In the second, that same person decides all of that beforehand, turns it into rules, tests them against years of history and lets a computer carry them out.

The first is called discretionary trading. The second, quantitative or algorithmic trading: pick whichever name you like. The technical difference is obvious. The human difference is far less so, and it's the one that really decides who lasts in this business.

Three ways to trade by hand

Discretionary trading covers very different styles, and they differ above all in how long each trade lasts:

StyleHow long a trade lastsTime in front of the screenDecisions per day
ScalpingSeconds to a few minutesThe whole session, eyes glued to itDozens
Swing tradingSeveral days to a few weeksA while each dayA few
Long termMonths or yearsEvery now and thenHardly any

As a rule, trading by hand takes a lot of screen time. And the more decisions there are to make, and the faster, the more room there is for what comes next.

The seven emotions that trade with you

Anyone who has traded in real time knows them. They don't show up on any chart, but they sign plenty of orders:

😨FearClosing a winning trade too early, or skipping the one your own analysis called for.
😰AnxietyChecking the price every few seconds and being unable to step away from the screen.
😫StressDeciding fast with money on the line, hour after hour, day after day.
🤑GreedIncreasing your size after a few wins in a row.
🙏HopeMoving the stop away "just this once", because surely the price is about to turn.
🤩EuphoriaFeeling invincible after a good day and loosening your own rules.
😤FrustrationRevenge trading to win back right away what you've just lost.

Their intensity isn't the same in every style. In scalping they peak, because decisions come one after another with very little time to think. They ease off as we move towards swing trading and the long term, where there's time to breathe between one decision and the next. But they never fully go away: a long-term position that drops 30% will keep you up at night too.

HighMediumLow Scalping Swing Long term Quantitative — discretionary trading — on any timeframe the computer executes
An illustrative diagram, not a measurement: how much emotional pressure falls on whoever executes the trades. In quantitative trading, execution is the same on a tick chart as on a weekly one: it doesn't depend on anyone's mood.

What changes in quantitative trading

In quantitative trading, the hard work happens beforehand. During research and development, the trader plans how the strategy will behave in every situation: when it enters, when it exits, how much it risks, what it does if the market turns against it. And they check it against years of data before putting anything on the line.

Once that's settled, it doesn't matter whether it trades on a tick chart, a 5-minute, 4-hour, daily or weekly one. The computer will carry out, precisely and without deviation, every order that follows from the strategy we have defined. It doesn't hesitate, it doesn't get tired, it doesn't have bad days and it doesn't move the stop because "this time it's different".

Discretionary: decided in the heat of the moment Screen Emotion Decision Order Quantitative: decided beforehand 1 · Idea 2 · Backtest on years of data 3 · Out-of-sample validation 4 · Rules locked in 5 · The computer executes
On the left, a loop that repeats on every trade, with emotion right in the middle. On the right, a straight line: emotion can only creep in during steps 1 to 4, while no money is at stake yet and there is time to think.

Side by side

DiscretionaryQuantitative
When decisions are madeIn the moment, with the price movingBeforehand, calmly and with data
Who executesYouThe computer, the same way every time
Screen timeA lot, especially in the short termResearch and monitoring
Can it be tested first?Hard: every decision is slightly differentYes: the same rules over years of history
Its biggest dangerEmotions during executionOverfitting, and not sticking to the plan

So which one is better?

There are excellent discretionary traders, with years of experience and iron discipline. But they are the exception, and almost all of them are exceptional precisely because they trade with very clear rules, even if those rules live in their heads.

Quantitative trading doesn't guarantee profits: a bad strategy executed perfectly is still a bad strategy. What it does is separate the time for thinking from the time for acting. The important decisions are made with a cool head, tested against data, and after that nobody, not even you on a bad day, can skip them.

In discretionary trading, your emotions trade alongside you every day. In quantitative trading, they only get a say while you design. And that's what data is for.

Test your ideas before you risk your money

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JV
Jaime Vich

Founder of AniSoft (software since 1995) and creator of AniQuant. Writes about honest backtesting, strategy validation and the mistakes that cost money.

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