Three polls, published shortly after voting ended at 8pm local time, indicate the Democratic Alliance - made up of the large Social Democratic party (PSD) and two smaller conservative parties - is forecast to finish ahead of the Socialist party (PS).
Chega is projected to come in third with a hugely increased share of the vote, raising the prospect that it could act as a kingmaker in the formation of a new centre-right administration.
The surveys, published by the three main television channels SIC, RTP and TVI, put the Democratic Alliance on 27.6% to 33% of the vote, the PS on 24.2% to 29.5%, and Chega on 14% to 21.6%.
If the polls are accurate, yesterday will have proved a resounding success for Chega, a populist far-right party founded five years ago by André Ventura, a former TV football pundit who was once a rising star in the PSD.
The party broke through in the 2019 election, attracting 1.3% of the vote and winning its first assembly seat.
Three years later, it took 7.2% of the vote and won 12 seats.
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