How can I know if quantitative programmatic trading is effective?

Programmed trading system is not just a computer program, it is the materialization of the combination of forecasting, risk management, and investment strategy in the computer, and it is a very complex trading system.

The quantitative programmatic trading system is essentially the quantification and specificity of trading ideas.The effectiveness of a programmatic trading system depends first and foremost on:

Is there a way to make a profit in the futures market, and is there a way to make a steady profit?If you are negative on this question, you will not be able to implement programmatic trading.

Can you master a programmatic system that will make you profitable?If you can't, you can't implement programmatic trading either.

The test method of programmatic trading model is to carry out mathematical statistics. Can you obtain and count a large amount of valid data?If you can't, you don't know if the system you're using is profitable.

Is it philosophical to use the methods of the past to solve future problems? Do you have any plans or measures once the programmatic trading has adverse consequences for you?

If the trading system is only used as a forecasting system, and does not pay attention to risk management and investment strategies, investors may lose out even if they have better buying or selling opportunities.

Only with good risk management, investment strategy and forecasting system, when the signal is correct, the profit can be maximized as much as possible; when the signal is wrong, it can stop loss and exit in time. Such a programmatic trading system is the bestCall it an efficient programmatic trading system.