Tendulkar, along with ageing stalwarts Sourav Ganguly and Rahul Dravid, had opted out of the Twenty20 event while Dhoni was named captain of a young side that went all the way to win the title beating archrivals Pakistan.
Tendulkar hailed the win as a complete team effort and singled out Dhoni for special praise.
"It was a brilliant team effort and along with the players, the entire nation is celebrating. Dhoni led the team to a fabulous victory and I can say that Indian cricket is in safe hands," he said.
India's 1983 World Cup winning captain Kapil Dev said with this win, Dhoni and his teammates had become part of Indian crick et lore. "I can guess that they are now so overwhelmed in joy that it will take time before the feeling sinks in. When they come back, they will realise that they have become part of history.
"We won the World Cup in 1983 but still whenever World Cup takes place, people call us, remember us. The love and affection that awaits them will make them realise the magnitude of the achievement," he said.
"I remember meeting (former Prime Minister) Rajiv Gandhi, who told me that he was keen to know the score of a match involving India while he was flying and he finally went to the pilot, requesting him to update him," Kapil reminisced.
His World Cup teammate Madan Lal too felt that September 24 would go down in the history of Indian cricket.