There had been little doubt that the 59-year-old would return to the helm of the east African nation which he has ruled with an iron fist since the end of the 1994 genocide.
With 80 per cent of results counted, Kagame had secured some 5.4 million votes, far more than the 50 percent plus one required for him to win re-election.
"We think that at this level ... It will be the same result, no change after having counted 100 per cent (of votes)," said national elections commission chairman Kalisa Mbanda. Full provisional results will come through later today.
Of the results tallied, Kagame had 98.66 percent -- a figure which could still shift slightly -- while his two little-known rivals barely made a dent.
Frank Habineza of the Democratic Green Party -- the only permitted critical opposition party -- won 0.45 per cent of votes and independent candidate Philippe Mpayimana scored 0.72.
Around the country Rwandans gathered to hear the results, with some celebrating an early win for Kagame. At a gymnasium in the capital loud music blared and traditional dancers took to the floor to entertain several hundred people.
Kagame has been the de-facto leader of Rwanda since, as a 36-year-old, his rebel army routed extremist Hutu forces who slaughtered an estimated 800,000 people -- mainly minority Tutsis -- and seized Kigali in 1994.
He was appointed president by lawmakers in 2000 before being elected in 2003 with 95 per cent of votes and again in 2010 with 93 per cent of votes.
The lanky former guerilla fighter is one of Africa's most divisive leaders, with some hailing him as a visionary while critics see a despot aiming to become one of the continent's presidents-for-life.
However rights groups accuse Kagame of ruling through fear, relying on systematic repression of the opposition, free speech and the media.
Kagame's critics have ended up jailed, forced into exile or assassinated. While few Rwandans would dare to openly speak against him.
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