Recent polling from early to mid-October shows Democratic nominee Helena Foulkes leading independent Ken Block by 9-11 points among likely voters, with Republican Aaron Guckian trailing further behind amid a three-way race and 9-13% undecided. Block has narrowed the gap since summer by drawing independent and some Republican support, while a final debate highlighted disputes over tax transparency and campaign positioning. These factors, combined with Rhode Island's large independent electorate and potential late shifts in turnout, keep projected Democratic victory margins concentrated in the 10-25% range according to trader consensus. Further consolidation of anti-Foulkes votes or higher undecided turnout could widen or narrow specific margin bands before the November 3 election.