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Saturday, November 22, 2025

The right way to Create a No-Code, Automated 50-200 MA Crossover Technique

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The 50-200 Transferring Common Crossover is a straightforward idea to construct a buying and selling technique round as a result of the inputs are easy and the potential optimizations are easy.

So it is excellent if you happen to’re simply getting began with buying and selling technique growth.

Many buying and selling web sites gives you what they are saying is the “greatest” 50-200 crossover technique.

Curiously, most of them do not provide you with any knowledge to again up that declare.

I will provide you with data that is rather more helpful.

On this tutorial, I will present you how one can backtest any Transferring Common Crossover buying and selling technique on the web to search out out for your self, if it actually works or not.

Utilizing this technique may also mean you can take a look at your personal optimizations to see if you happen to can enhance on the technique.

The perfect half is that you should utilize this technique to backtest methods in a short time as a result of the backtests will likely be 100% automated.

You need not know how one can write code to do that, it is all drag and drop.

I am going to additionally present you a few of my very own backtesting outcomes so good locations to begin with constructing your personal technique, and what to keep away from.

Alright, let’s get into it…

What’s the 50-200 Transferring Common Crossover Technique?

This buying and selling technique is also called a Golden Cross and Loss of life Cross.

That is method an excessive amount of drama for me, so I am simply going to name it the 50-200 Transferring Common Crossover buying and selling technique.

Because the title suggests, this technique makes use of the 50 and 200 Easy Transferring Averages (SMA).

This is what that appears like on a chart.

Moving Average crossover on chart

The 50 SMA is taken into account the “quick” SMA as a result of it reacts quicker to cost modifications.

So naturally, the 200 SMA is the “gradual” transferring common as a result of it takes awhile to react to cost.

Mainly, merchants who use this technique purchase when the 50 crosses above the 200 and promote when the 50 crosses under the 200.

Sounds fairly simple proper?

Effectively, not fairly.

There are just a few extra issues that should be outlined to make this a full buying and selling plan.

First, I am going to create the buying and selling plan, then I am going to present you how one can do an automatic backtest of the plan, with out writing a single line of code.

The 50-200 Crossover Technique Buying and selling Plan

Listed below are the foundations for this plan:

  • Purchase
    • Purchase on the shut of the candle when the 50 SMA crosses above the 200 SMA
    • Cease Loss ultimately swing low
    • Danger 1% per commerce
    • Take revenue at 1R (1 instances threat)
  • Promote
    • Promote on the shut of the candle when the 50 SMA crosses under the 200 SMA
    • Cease Loss ultimately swing excessive
    • Danger 1% per commerce
    • Take revenue at 1R (1 instances threat)

Do not forget that that is simply a place to begin.

Any of those settings could be modified and retested. 

So do a few exams with these settings, then be at liberty to experiment with your personal settings.

Get inventive.

You by no means know, you would possibly simply develop an excellent worthwhile transferring common crossover buying and selling technique.

The right way to Construct the Automated Technique

Now let’s get to work.

For this backtest, I will use NakedMarkets.

It is the simplest method to construct automated buying and selling methods with no-code.

When you full these preliminary setups, you can take a look at your whole 50-200 transferring common crossover buying and selling technique concepts simply.

Create the Core Guidelines

Step one is to create the Core Guidelines.

That is what’s going to inform NakedMarkets how one can establish the preliminary setup situations for a commerce.

You need to create one Rule for lengthy trades and one for brief trades.

This may also be true for many of the different varieties of Guidelines.

This is how one can setup your first Core Rule:

  1. Open NakedMarkets and go to: Guidelines > Rule Supervisor
  2. Click on the New Rule button within the decrease left nook of the window
  3. Title the Rule on this format: [strategy name] Core [long or short]
  4. Choose Core because the Rule kind
  5. Click on OK

Now it is time to add situations to your new Rule.

Lengthy Commerce 

Let’s setup a protracted commerce.

So as to add a standards, click on the (+) image within the higher proper nook of the display.

From there, drag the situations you wish to use from the record on the correct.

Add condition to NakedMarkets

These are the settings for every of the packing containers, from left to proper:

  1. Transferring common: Interval (50), MA Sort (SMA)
  2. Higher than
  3. Transferring common: Interval (200), MA Sort (SMA)
  4. And
  5. Transferring common: Interval (50), MA Sort (SMA), Earlier Bar (1)
  6. Lower than
  7. Transferring common: Interval (200), MA Sort (SMA), Earlier Bar (1)

The rationale that I am placing 2 transferring common comparisons in there’s as a result of I wish to consider the place of the 50 SMA relative to the 200 SMA for the present candle and the earlier candle.

I wish to see the earlier candle have the 50 under the 200 and the present candle have the 50 above the 200.

It will give me each state of affairs the place the 50 has simply crossed above the 200.

If I do not do that, I’ll get a sign each time the 50 closes above the 200 and that may not work.

That is what your display ought to appear like after you are accomplished.

Long Core Rule

Click on on the Save Rule button within the decrease left nook to save lots of your Rule.

Now I will do the identical factor for the quick aspect.

Brief Commerce 

This is how one can setup the Core Rule for a brief commerce.

The best method to create a brand new Rule is to clone the lengthy commerce and simply change the settings that apply to a brief commerce.

To clone a Rule, right-click on the lengthy Rule within the record on the correct aspect of the display and choose Clone Rule.

Clone NakedMarkets Rules

Then right-click the cloned Rule and rename it.

Change “lengthy” to “quick” within the title.

So on this instance, the brand new title of your quick commerce will likely be: “MA Cross Core Brief”.

Now it is time to change the settings of this Rule to search for quick trades.

That is what the quick Rule seems to be like:

Short Core Rule

Listed below are the settings for every of the packing containers, from left to proper:

  1. Transferring common: Interval (50), MA Sort (SMA)
  2. Lower than
  3. Transferring common: Interval (200), MA Sort (SMA)
  4. And
  5. Transferring common: Interval (50), MA Sort (SMA), Earlier Bar (1)
  6. Higher than
  7. Transferring common: Interval (200), MA Sort (SMA), Earlier Bar (1)

Click on on Save Rule within the decrease left nook to save lots of your Rule.

Nice work, you simply accomplished the toughest a part of this tutorial!

There are 2 extra steps that you must full earlier than you can begin testing this technique, so let’s preserve going.

Create the Entry Guidelines

Now that you’ve got the Core Guidelines that may establish the fundamental standards of the entry, it is time to create the Entry Rule that may decide the small print of every entry, such because the entry kind, cease loss, threat per commerce and cease loss.

To do that, return into the Rule Supervisor and click on the New Rule button within the decrease left nook of the display.

Once more, we’ll begin with the lengthy Rule, then clone it to make the quick Rule.

Lengthy Rule

Title your lengthy Rule: “MA Cross Entry Lengthy”.

This is what your lengthy Entry Rule will appear like:

Entry trade long

For the order kind and lot dimension, double click on on the field to alter the settings.

With the opposite packing containers, drag the suitable Default Rule from the higher field on the correct aspect into the cease loss and take revenue packing containers.

This is how one can set that up:

  • Immediate Order: Purchase
  • Cease Loss: Final swing low
  • Take Revenue: 1R
  • Lot Dimension: 1%

Click on on the Save Rule button within the decrease left nook to save lots of your Rule.

Brief Rule 

MA cross short entry

Now clone the lengthy Rule and use these settings to create the quick Rule:

  • Immediate Order: Promote
  • Cease Loss: Final swing excessive
  • Take Revenue: 1R
  • Lot Dimension: 1%

Click on on the Save Rule button within the decrease left nook to save lots of your quick Rule.

Create the Setup Guidelines

Alright, these are the ultimate Guidelines!

Don’t fret, this step is tremendous simple.

A Setup Rule principally ties every part collectively and screens your chart to see if the Core Rule standards is current.

Whether it is, then it executes the Entry Rule.

Lengthy Commerce 

Return into the Rule Supervisor and click on the New Rule button within the decrease left nook of the display.

Create a brand new Setup Rule, then title it: “MA Crossover Setup Lengthy”.

Setup Rule long

First, drag the Core Rule you created from the Consumer Guidelines part into the highest Setup Situation field.

Below Actions, drag the Entry Rule you created into the Actions field.

Now clone this lengthy Rule and rename it to create the quick Rule.

Brief Commerce

Setup Rule short

Change the Setup Situation and Motion with the quick commerce variations of your Guidelines.

That is it for Setup Guidelines!

Run the Backtest in Visible Mode

That was fairly simple proper?

Now this is the enjoyable half, you are going to really backtest this technique.

You need to do that step first, earlier than utilizing Quick Backtest as a result of it would mean you can see any errors that you just made when creating your Guidelines. 

Shut the Rule Supervisor and return to the primary NakedMarkets display.

Begin a backtest by going to File > New Backtest.

New backtest

Title your backtest, then choose your beginning steadiness.

Click on on Subsequent.

Backtest 1

Choose the market(s) you wish to embrace within the take a look at, then click on on Subsequent.

On the following display, you’ll be able to choose the timezone you wish to use.

I normally use the default settings, so if you happen to aren’t positive about your timezone, simply use the default settings.

Click on on Subsequent.

Select timezone

Now click on and drag each the lengthy and quick Setup Guidelines that you just created onto the chart.

You will see these Guidelines that you just’re presently utilizing within the higher left nook of the display.

Add setup to chart

Choose the correct timeframe that you just wish to backtest on.

The timeframe proven above is the day by day chart.

Then click on on the Play button within the toolbar to begin the backtest.

Play button in NakedMarkets

In the event you setup your Guidelines accurately, you may see the trades routinely execute in your chart.

Watch the trades rigorously to make certain that they’re executing accurately.

Now in case your trades should not executing accurately, see the part under on troubleshooting.

Nonetheless, if they’re working, then congratulations, you have got simply construct your personal automated 50-200 Transferring Common Crossover buying and selling technique!

As soon as the backtest is accomplished, you’ll be able to see the detailed stats by doing the next:

  • Save the backtest by going to: File > Save Backtest
  • Go to: Statistics > Statistics Heart
  • In Stat Heart, go to: Supply > Import from backtest
  • Choose the backtesting file you simply saved

It will present you the stats in your backtest.

A phrase of warning right here…

You most likely will not have an excellent worthwhile technique on the primary attempt.

Nonetheless, do not forget that this can be a course of and your outcomes may very well be considerably higher if you happen to use totally different settings or run it on a unique timeframe or market. 

You would possibly get higher outcomes on the EURUSD 4-hour chart, or the SP&500 1-hour chart.

The return could be higher if you happen to use a unique cease loss or change the transferring common settings.

Once more, do not get discouraged in case your first take a look at does not work out.

Do not forget that this may require some work and really not often will even skilled merchants will get an superior end result on the primary attempt. 

Due to this fact, be keen to experiment and deal with this course of like an inventor would.

Many instances, inventors should attempt many various prototypes earlier than they get one thing that works properly.

It has been stated that Edison tried 10,000 concepts earlier than he invented the sunshine bulb.

Hopefully you will not should attempt that many methods earlier than you discover a good one, however you must be keen to probably stick it out for that lengthy.

Whatever the return in your first take a look at, as soon as your technique is working in Visible Mode, now it is time to shift your backtesting into excessive gear.

Hit “Turbo Increase” and Run a Quick Backtest

Now that you just’re assured that every part is working accurately along with your transferring common crossover technique, it is time to take your backtesting to the following stage.

On this step, you are going to unleash “turbo mode” and use the Quick Backtest characteristic in NakedMarkets.

It will mean you can backtest a number of markets and timeframes, with out having to setup every backtest individually.

To do that, go to: Instruments > Quick Backtest

Then choose the market(s) you wish to backtest.

You’ll be able to take a look at as many as you need.

Click on on Subsequent.

Fast backtest step 1

Subsequent, select the timeframe(s) you wish to backtest.

Once more, you’ll be able to choose a number of timeframes.

Click on on Subsequent.

Fast backtest 2

Now choose the Setup Guidelines that you just wish to backtest.

Choose the transferring common crossover Guidelines that you just created above, beneath Setup Guidelines.

Click on on Subsequent.

Fast backtest step 3

Then you definately’ll see the record of Quick Backtests that will likely be run.

Click on on Launch to begin the backtest(s).

Fast backtest 4

As soon as a backtest is completed, you may see the fundamental statistics on this window.

There’s additionally a hyperlink to the detailed stats within the [Load stat] hyperlink.

Load stats link

Click on on the hyperlink to open Statistics Heart and you may see the entire outcomes of every backtest.

MA cross results

As you’ll be able to see, this take a look at on the day by day chart did not work properly.

However on the identical time, it wasn’t utterly horrible both.

At the least it was worthwhile for a time frame.

Shedding 4.25% from 2006 to 2024 can be basically breakeven.

So this technique may be improved by utilizing totally different settings within the technique.

Once more, this can be a course of and do not get discouraged by poor outcomes in your first tries. 

Troubleshooting Your Guidelines

Even with a easy buying and selling technique like this, it is potential to make errors within the Rule creation course of.

That is very true when cloning Guidelines.

I really made couple of errors when creating this tutorial.

So in case your technique is not working as you anticipated, don’t be concerned.

Simply return by way of the steps above and double examine your Guidelines.

The commonest errors are:

  • Not altering the greater-than or less-than standards.
  • Having the improper commerce course (purchase or promote)
  • Utilizing the improper settings for an indicator

In the event you can’t see the error by simply trying on the Guidelines, then there are 2 extra issues you’ll be able to to do troubleshoot your technique.

First, in your Setup Guidelines, change the Motion to Pause Backtest, as a substitute of utilizing the Entry Rule because the Motion.

It will take the Entry Rule out of the equation and mean you can solely concentrate on the Core Rule.

Proper-click in your chart and choose: Detach all Guidelines.

Then drag your new Setup Guidelines onto your chart and run the backtest once more in Visible Mode.

Each time the commerce units up, the chart will cease.

It will mean you can double examine the logic of the Rule.

In case your Core Rule is working accurately, then the error ought to be in your Entry Rule.

To check this, merely use the Entry Rule by itself by dragging the Rule from the record on the left of the display onto the chart.

Add Entry Rule to chart

You are able to do this at any time, you do not essentially have to attend to your entry standards to be met.

It will open a commerce and mean you can see in case your Entry Rule is working as anticipated.

These strategies will mean you can debug your buying and selling technique.

Keep calm and undergo your Guidelines step-by-step.

In the event you can’t discover the issue, head over to the NakedMarkets Discussion board and ask for assist.

Potential Enhancements

In the event you did not get the outcomes you had been searching for in your backtests, listed below are just a few concepts on how one can probably enhance your outcomes:

  • Change the interval of the transferring averages
  • Use several types of transferring averages, like an exponential transferring common
  • Check totally different timeframes
  • Regulate the settings on the final swing excessive/low indicator
  • Check totally different markets
  • Use a unique cease loss stage
  • Use a unique take revenue stage
  • Path your cease loss
  • Danger extra per commerce
  • Danger much less per commerce
  • Add one other indicator to create a second entry standards
  • Use a technique throughout a number of timeframes or markets on the identical time to probably enhance income and diversify threat

However do not cease there, what else can YOU consider?

Backtesting Outcomes

All of that is nice in idea, however how properly does this technique really work?

That is what you are going to discover out within the following hyperlinks.

I will backtest totally different concepts round this buying and selling technique, beginning with the tactic described above.

The model above will likely be model 1 and I am going to create a brand new model each time I make a change to the unique technique.

Guidelines for brand new variations will likely be accessible through the hyperlinks under.

As I do new backtests I am going to add them to the suitable pages.

You will see the entire stats for every backtest.

Even when a backtest does not do extremely properly, it can provide you a place to begin for creating a technique of your personal.

These exams additionally present you what to keep away from and can prevent time within the testing course of.

Listed below are the variations that I’ve presently examined:

Conclusion

In order that’s a straightforward method to do a totally automated backtest of the 50-200 Transferring Common Crossover technique.

It is a nice technique to construct a buying and selling technique round as a result of it is so easy and gives many opportunties for optimization.

However do not forget that you should backtest each buying and selling technique your self.

You can not depend on my outcomes or the outcomes of anybody else.

To develop actual confidence in a technique, you should see tons of and even 1000’s of trades, and take a look at many various concepts.

Fortunately, NakedMarkets hurries up this course of dramatically.

I’ve given you the template…now get to work.

You may get a low cost and a few unbelievable bonuses for NakedMarkets right here.

If I missed one thing on this tutorial, let me know right here.

 

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