Retirement tax questions

There were no withholdings. I figured it wouldn't be taxed as the whole amount went to a traditional rollover IRA. I'm just not sure what the effect is of the post tax amount going into a pre tax account. I was hoping it would reduce my taxable income when I file my 2024 taxes.