Why Most Retail Futures Trading Strategies Fail
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Introduction
Most retail futures traders begin with the same assumption: if they can just find the right strategy, the market will eventually cooperate. Indicators get layered on top of indicators, settings are tweaked endlessly, and backtests become the source of confidence. At first glance it feels logical. If something worked in the past, why wouldn't it work again?
Did you really think MACD 12, 26, 9 really gives you an edge? Or was that something you read from a forum post that started back in the early 2000s? It helps with trend trading, you're a speculator, the chance is low that you have the patience to even trade such a system.
RSI 14, with 70 'overbought(OB)' and 30 'oversold(OS)' surely you thought this was amazing when you looked at it in hindsight. Comically when you tried it you saw that the market stayed overbought longer than you stayed solvent and had to replenish your trading account.
Or what about the magical Stochastics Oscillator: 14k, 3d, 3slow, OB 80, OS 20. Just like RSI, you thought the edge was the sexy name which most people don't know what it means, and fell into the same trap, the market stayed way too oversold beyond your anticipation, thus replenishing an account once more.
The problem is that markets are not static systems. They constantly adapt, change participants, and shift behavior depending on the environment. A strategy that appears stable during one period can collapse when conditions change, sometimes faster than traders expect.
What looks like a reliable strategy often turns out to be something much more fragile.
You can't contain market perceived valuations within a range of 0-100 when pricing of an asset can go beyond 0, just refer to /CL (Crude Oil) futures going negative in 2020, or Gold skyrocketing past 4500 to 5500 in less than 2 months, between 2025/2026.
Next you will learn why the market doesn't care about the limits of these mass produced indicators and how it pushes it to the limits, forcing one to accept depicted lies on screen.
The Same Tools Problem
One of the biggest issues retail traders face is that everyone is using the same tools.
Most trading platforms come with identical indicator packages: RSI, MACD, moving averages, stochastics, Bollinger Bands, and variations of those same ideas. Traders experiment with settings and combinations hoping that the right mix will reveal some hidden edge.
The issue is that if thousands of people are looking at the same chart, using the same indicators, and reacting to the same signals, the advantage disappears quickly.
As stated from the intro, all those settings listed, are almost universal across all platforms, many rookies trade them unfortunately. This in turn creates an obvious and predictable mob phenomenon.
An indicator might describe what price has already done, but it does not guarantee that price will behave the same way again.
In many cases, indicators simply become stylized ways of observing past movement rather than predictive tools.
Knowing this hidden mob phenomenon, you could potentially derive an edge from it.
Hidden Constraints
Strategies often fail because they ignore the constraints that markets operate under.
Trading is not just about identifying a signal. It also involves execution costs, liquidity conditions, and timing.
In relation to my earlier perspectives, the markets makes the rules, it doesn't follow the rules of a developed indicator.
Market irrationality can't be coded in and anticipated with a cookie cutter indicator or strategy package, why do you think programs have software updates and patches? To stay relevant with the current operating environment.
Commissions may seem small, but they accumulate over hundreds or thousands of trades. Slippage can distort entry and exit prices, especially during volatile periods. Liquidity changes throughout the day, meaning the same strategy might behave differently depending on when trades occur.
The more you trade, the more transact costs become a glaring issue for any strategy.
These factors rarely appear in simplified strategy explanations, yet they have a significant impact on real-world performance.
Ignoring them creates a gap between theoretical results and actual outcomes.
The actual results, obviously carry more weight than theoretical backtests.
Regimes Change
Markets also move through different regimes.
Periods of calm volatility can suddenly transition into violent price swings. Trends that persist for months can disappear almost overnight. Economic events, policy decisions, or unexpected shocks can alter the structure of the market.
Strategies built around one type of behavior may struggle when the environment shifts.
These regimes or market states from my experience are random, I lean towards the acceptance of chaos as, 'sure you can apply trend analyses, but can you really project the end result 100% of the time?'.
I'm betting with a high degree of confidence that you can't, because if you could, what do I have to offer? You solved the ultimate market question. I suppose one is here for entertainment regardless.
Anyways.
A system that performs well during stable conditions may fail when volatility expands. Likewise, a strategy designed for trending markets may perform poorly during choppy consolidation.
What worked yesterday may not work tomorrow.
As they say 'past performance is not indicative of future results'.
Why Systematic Approaches Exist
Because of these challenges, many traders eventually explore systematic approaches.
A trader finally realizes, "Damn, I'm not that good at scalping or manually following a strategy."
I was there 20 years ago, so you're not alone.
One decides not to pursue insanity but changes the perspective and asks the question, 'What can I do to adapt, change and survive?'
Systematic trading attempts to remove emotional decision making and replace it with predefined rules. Instead of reacting impulsively to market movement, a system executes trades based on conditions that have been tested and defined in advance.
In my case, I knew I didn't have the reflexes to scalp a breakout, even if I had hotkeys, I would still fat finger an order, exit late, or maybe do erroneous order entry. I had to fix this quick.
So I learned, machines are faster than humans, it's a fact. Though it was difficult to accept, I learned the reaction speed of a code execution is sub-milliseconds (or microseconds even) + the travel to the exchange matching engine. Compare that to a human impulse is around 230 ms. The code firing at .5 ms is about 500x faster than a human from the start. This compounds the disadvantage of a discretionary trader with external stimuli, bad hardware, bad internet, bad latency to exchange, what edge do you have? Delusion?
Now I'm not imposing that you become a systematic or algorithmic trader, that takes time and commitment. But anything worth having doesn't come easy right?
I'm just presenting another perspective.
This does not guarantee profitability, but it does create consistency. Execution becomes repeatable, and decisions are not influenced by fear, hesitation, or impulse.
Machines do not second guess themselves. If a condition is met, the system acts.
"If this then buy." "If this then sell"
Humans don't operate this way, I call our states, 'reactional volatility' we react in unpredictable ways even though we try to act or react in an expected way.
That level of discipline is difficult for most humans to maintain manually.
Final Thoughts
Most retail futures trading strategies fail not because traders are incapable, but because the environment they are trying to control is constantly changing.
On top of indirectly engineered disadvantages, pooling of retail masses into a group think/group action ocean using the same tools, it's glaringly obvious the odds are stacked against the active speculator.
One is competing with machines and algorithms and servers that are literally next to the exchange running internet speeds not even available to the regular consumer market.
Markets operate under constraints that many strategies ignore. Costs accumulate, liquidity shifts, volatility expands and contracts, and participant behavior evolves over time.
Systematic trading can alleviate some of these issues. But the strategy failures come because most humans just can't compete at a level even close to the machines especially on an intraday basis. On longer durations of weeks, months and years, sure the impact will be less and transact costs can be negligible.
A strategy may appear successful for a while, but without understanding the environment it operates in, that success can be temporary.
Finding an edge is less about discovering the perfect indicator and more about understanding the structure of the market itself.
Don't forget, the purpose of an indicator is just that, it indicates, it doesn't predict or guarantee anything. It can guarantee loss and failure if one deludes themselves into thinking they found a holy grail.
My thoughts on the matter can be difficult, but I prefer to present reality honestly through my past experiences.
In closing
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~Asymmetric_Vol
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