The ruling Congress led United Democratic Front (UDF) is ahead in only 49 seats, while BJP is ahead in two Assembly segments as the counting progressed.
LDF on its own is heading in 82 seats, while LDF-supported independents are ahead in six constituencies.
Chief Minister Oommen Chandy and his cabinet colleagues Thiruvanchoor Radhakrishnan, P K Kunhalikutty, Manjalamkuzhi Ali and M K Muneer have established clear leads.
CPI(M) polit bureau member Pinarayi Vijayan is leading by over 24,000 votes in Dharmadam, while Marxist veteran V S Achutanandan has established a lead of over 10,000 votes over his nearest rival over C Krishnakumar of NDA in Malampuzha.
BJP candidate and former union minister O Rajagopal is leading by over 8,000 votes in Nemom constituency in Thiruvananthapuram.
BJP state President Kummanam Rajasekharan, cricketer Sreesanth and former BJP State president V Muraleedharan are all trailing.
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