Each week, members of the national media vote on the nation's top contenders on the Triple Crown trail in the National Thoroughbred Racing Association (NTRA) Top Thoroughbred Poll. Week 17 of the 2023 NTRA Top Three-Year-Old Thoroughbred Poll, covers racing performances through May 21, meaning that this is the first poll to reflect the results up through the Preakness Stakes.