Influential Shiite cleric Muqtada al-Sadr's political coalition has won the most seats in Iraq's national parliamentary elections, according to complete results released by Iraq's electoral commission.

The announcement came nearly a week after Iraqis cast their votes on May 12 and put Iraqi Prime Minister Haider al-Abadi in third place, according to seat allocations.

An alliance of candidates with close ties to mostly Iranian-backed paramilitary forces came in second.

"Your vote is an honour for us," Mr al-Sadr said in a statement released on Twitter just moments after the official announcement.

"We will not disappoint you," he continued, adding "the blame, all the blame is on those who failed Iraq."

The election win marks the most significant victory of Mr al-Sadr's political career.

Partial results were announced earlier in the week, but allegations of irregularities and fraud delayed the complete count.

The vote was marked by record low turnout that benefited Mr al-Sadr who maintains loyal supporters who made it out to the polls when apathy kept many millions away.

No one alliance won an outright majority and negotiations over forming the government are expected to drag on for months as parties try to form a bloc large enough to gain a majority in parliament.

While Mr al-Sadr's coalition won the largest number of seats, it is yet unclear if the next prime minister will come from his camp.

Prolonged negotiations could result in a compromise candidate from a rival coalition.