Kohli is the No.1 batsman in Tests and ODIs at the moment who has scored over 21,000 international runs with 70 hundreds.
Dhoni announced his arrival in international cricket when he made his ODI debut against Bangladesh under Sourav Ganguly’s captaincy in 2004.
Moin also expressed disappointment over Pakistan’s humiliating losses to Australia in the recent T20I and Test series.
Ramiz Raja raised concerns over Test skipper Azhar Ali's form as well.
The PCB leadership recently cited Sarfaraz’s poor batting form as a reason for his ouster.
Presently Pakistan have four victories and three losses in their campaign with one game to go.
"We have got better bowlers," Moin said.
Sarfraz has failed to deliver with the bat while leading the side and it has been a growing cause of concern.
'Conditions in England will suit Pakistan'
Moin, Pakistan’s most successful gloveman in ODIs with 287 dismissals, praised Sarfraz saying the latter succeeded in instilling a fighting spirit into his team.