Why the question has no general answer
The variables that decide it
- Whether the strategy has an edge that persists beyond the period it was tested on.
- Whether execution costs consume that edge — which on multi-leg structures they frequently do.
- Whether you sized it so a normal drawdown does not force you out.
- Whether you ran it consistently or intervened during losing stretches.
- Whether market conditions continued to resemble the ones it was built for.
How the question gets answered dishonestly
| The claim | What is wrong with it |
|---|---|
| A monthly return percentage | No drawdown shown, no sample length, no costs |
| A high win rate | Says nothing without the average loss alongside it |
| Screenshots of winning days | Selected from a distribution that includes losing ones |
| Backtest equity curves with no trade count | A smooth curve over 18 trades is not evidence |
| Assured or guaranteed returns | Not something a regulated market permits anyone to offer |
What the honest version looks like
- The maximum drawdown, and how long it lasted
- The number of trades in the sample
- The period tested, and what conditions it contained
- Whether costs were applied, and per leg or per trade
- What happens to the result if the best trade is removed
The costs that decide it
Why thin edges disappear
What automation genuinely gives you
- Consistency. The rules execute the same way every day, including on days you would have hesitated.
- No missed entries because you were busy at the moment the condition fired.
- No execution errors from placing four legs by hand under time pressure.
- A record. Logs of every decision, which makes review possible at all.
- Testability. A precisely specified strategy can be backtested; a discretionary one cannot.
Finding out for yourself, cheaply
Backtest over a long, varied period
Run the plateau test
Paper trade for two expiry cycles
Go live at one lot
Compare live against paper for the same days
What a realistic first year looks like
- Most strategies you test will be rejected. That is the process functioning, not failing.
- Your first live month is for measurement. Execution cost, peak margin, and whether the routine holds.
- Drawdowns will feel worse than the backtest suggested. They always do, because the backtest was a number and this is money.
- The main risk is stopping during a normal losing stretch, which converts a survivable drawdown into a realised loss.
The short version
- Algo trading is a method, not a strategy — it executes an edge, it does not supply one
- Any source quoting a return without a drawdown and trade count is not making a checkable claim
- Assured returns are not permitted in this market, and claiming them is disqualifying
- Execution cost decides profitability more often than strategy cleverness does
- Backtest, paper trade, then go live small — the answer specific to you costs very little to find
Frequently asked questions
There is no general answer. Algo trading executes a strategy rather than supplying one, so the outcome depends on whether the strategy has an edge, whether costs consume it, and whether you run it consistently.
Nobody can tell you that honestly, and any source quoting a figure without a drawdown, a trade count and a cost treatment is not making a checkable claim.
It improves consistency, removes missed entries and execution errors, and makes strategies testable. It does not create an edge where none exists.
Most often execution costs consuming a thin edge, or the strategy having been fitted to the test period. Both are detectable before you fund anything.
No, and in a regulated market no platform should offer to. Any claim of assured returns from trading is a reason to stop reading.
Measuring your own execution cost and confirming you can run the daily routine, without losing enough to be forced out. Everything else follows from surviving that.
No. Rejecting ideas cheaply through backtesting and paper trading is the skill, and most of what you test will not be worth running.
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