Traditional IRA Contribution Effect on MAGI

My MAGI income for 2021 is slightly over what looks like one of the IRMAA cliffs. If I make a traditional IRA contribution this spring for 2021, will that effectively lower my MAGI? Are there any other tools that might be used to lower the MAGI for last year?