Is it too late to pay estimated tax for 2023?

I didn't pay any estimated tax for tax year 2023 and now I realize that I will incur a penalty . I read up online that the 2023 Q4 estimated tax deadline is Jan 16th 2024, can I pay estimated tax now to cover the entire  2023 or is it too late to avoid a penalty?

 

 

Thanks so much!