Flow: How To Run Flow on A Huge Amount of Data

In one of the conversations with Alex, the founder of the cool YouTube channel FlowFanatic, he reminded me that Flow is still not the best tool when dealing with a big amount of data as the limit of executed elements is 2000. I even wrote this in the Governor Limits article, but I didn’t think that far about how it puts a limit on the data size. However, I wonder if it is really impossible for Flow to handle many records due to this element limit. Thus in this article, I am testing how each type of Flows handles huge sizes of data.


Testing Goal

In this General Flow Limit article, it says the limit of Executed elements at runtime per flow is 2000. I don’t find this definition really accurate. What does “per flow” mean? Is it per transaction or something else? Thus this is what we want to find out at the end of this experiment. I will use Account and Contact objects for the testing.

How to Calculate Executed Elements

First to recap on how the executed elements are calculated. Based on the official article, the elements outside the loop will count as 1, and the elements inside the loop (including the loop itself) will count as 1 * [Number of Records]. For example, if you have 10 records with 2 outer elements and 3 inner elements, the total executed elements are 2 + 3 * 10 = 32.

Autolaunched Flow

Scenario 1:
1000 Accounts on 2 outer + 3 inner elements

This flow interview will have 2 + 3 * 1000 = 3002 elements. I hit an iteration limit error as expected.

Result: Failed

Screen Flow

Scenario 1:
1000 Accounts on 2 outer + 3 inner elements

This scenario is basically the same as the autolaunched flow, so I also hit an iteration limit error.

Result: Failed

Scenario 2:
500 Accounts on 2 outer + 3 inner elements + Screen +
500 Accounts on 2 outer + 3 inner elements

Then I was thinking, since a Screen element can generate a new transaction, would it also reset the element limit? Thus I divided the flow into two transactions by a screen element, and run 500 accounts in each (2 + 3 * 500 = 1502 elements in each transaction. 3004 elements in total).

Turned out it works! Here we can safely conclude the element limit is reset by a new transaction.

Result: Succeed

Record- or Schedule-Triggered Flow

I tested these two types separately and realized the results are the same, so I summarize them together.

Scenario 1:
1050 Accounts on 2 elements

The Record- and Schedule-Triggered flow support bulkification, which means we can build the flow as if it is for only one record, and it will automatically loop through all records. So I tested 1050 Accounts on 2 elements, thinking the total elements will be 2 * 1050 = 2100.

For Schedule-Triggered flow, several transactions will be generated with a batch size of 200, so this test passed without problem as we knew from the previous test indicates a transaction will reset the limit.

But then a cool thing happened! I realized for Record-Triggered flow, even though there is only one transaction, one record will create one flow interview, and all the interviews will be batched with a size of 200. This also passed the test, so we know a batch of interviews also resets the limit.

Result: Succeed

Scenario 2:
200 Accounts with 10 Contacts each on 2 outer + 3 inner elements

Ok, since the system only runs for 200 records at a time, what if I add 10 contacts to each Account, and loop through all contacts? My thought is that for each Account, there will be 2 + 3 * 10 = 32 elements, so for 200 accounts, there will be 32 * 200 = 6400 elements.

SURPRISINGLY IT STILL WORKS! So not only a transaction and a batch of flow interviews will rest the element limit, but each record (interview) will also reset the limit.

Result: Succeed

Scenario 3:
1 Accounts with 1000 Contacts on 2 outer + 3 inner elements

To confirm the result, the last scenario is to run only one Account but loop through 1000 related contacts. I hit the iteration error again, so now we know the 2000 elements limit is for each record in a Record- or Schedule-Triggered flow.

Result: Failed


The element limit of 2000 is for each flow interview in a transaction. In Screen flows, we can use a Screen element to start a new transaction.


If we want to run flows on a huge amount of data, utilize schedule- or record-triggered flow for the bulkification feature. But note that record-triggered flow still only generate one transaction, so pay attention to other governor limits.

Lastly, Apex can still handle this situation better at the moment. To handle mass data, leverage the power of Apex codes or upvote this idea of increasing the limit.

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Charles Thompson

This is excellent research. Thanks so much for doing it and I really wish Alex & the team would document this limit in more detail. I have avoided scheduled flows (and *cringe* built scheduled Apex) to work on 3000 contacts I have. Now I know better!