Sentence Correction (SC) | It vs That

When to use It and when to use That?

Changing it to that in a sentence doesn't seem to make much of a difference.

I ate a pizza on Friday. That was delicious.
I ate a pizza on Friday. It was delicious.

Both seem to make sense, but I'm unable to find the subtle difference between the two.

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