Congress is way behind with its candidates leading in 67 places, while BSP is leading in five seats and others four.
Madhya Pradesh has a 230-member Assembly where BJP held 143 seats in the last elections and Congress 71.
Chief Minister Shivraj Singh Chouhan is ahead of his Congress opponents from both Budhni and Vidisha seats.
Though several senior ministers including Babulal Gaur, Kailash Vijaywargiya, Vijay Shah, Uma Shankar Gupta, Jagdish Devda and Archana Chitnis are leading, Public Relations and Culture Minister Laxmikant Sharma and Anoop Mishra are trailing.
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Ministers Narottam Mishra is leading from Datia, Tukoji Rao Pawar from Dewas, Archana Chitnis from Burhanpur, and Gopal Bhargava from Rehli.
Their colleagues Laxmikant Sharma and Anoop Mishra, a newphew of BJP stalwart Atal Bihari Vajpayee, are, however, trailing their Congress rivals at Sironj and Bhitarwar respectively.
Former Union Minister Suresh Pachouri of the Congress is trailing his BJP opponent and sitting MLA Surendra Patwa by 10,000 votes at Bhojpur.
Congress General Secretary Digvijay Singh's son Jaivardhan Singh, who is making his electoral debut, is leading over his BJP rival Radheshyam Dhakad at Raghogarh.