The apex court, however, agreed to give an early hearing to their pleas and issued notice to CBI for November 3, after the Diwali break.
"Why you delayed in filing the petition," the bench asked when senior advocate Ashok Desai, appearing for the brothers, pleaded for interim relief saying five other accused in the case have recently been granted bail by the apex court.
Apart from the two brothers, former Chief Financial Officer Vadlamani Srinivas also moved court seeking bail.
The apex court had on October 12 granted bail to five other accused in the case. The former Satyam employees, who were granted bail, are its former Internal Chief Auditor V S Prabhakar Gupta besides executives G Ramakrishna, D Venkatpathi Raju and Ch Srisailam.
The fifth accused, who got the bail, is the former auditor of PriceWaterhouseCoopers (PWC) Subramani Gopalakrishnan.
The five had approached the apex court challenging the August 30 order of Andhra Pradesh High Court which had rejected their bail pleas.