Warner also praised Virat Kohli and AB de Villiers for their 157-run stand.
"They (Kohli and AB) played fantastic and the innings at the end (by Sarfaraz) was crucial one for them to romp home," he told reporters at the post-match press conference at Chinnaswamy stadium here.
Warner praised Sarfaraz for taking the game away from the visitors with his array of strokes, and also blamed himself for not speaking to the bowler to make amends when the RCB lad smashed 28 runs in the 19th over.
Warner said because of Ashish Nehra's absence early on, he wanted to use Mustafizur Rahman in death overs, but Sarafraz sabotaged the plan.
"I couldn't do that because a bowler (Nehra) went down, and that really hurts and makes you think on your feets. I tried to work out what I am going to do in last six overs, but we got a wicket which helped us a little bit, but Sarfaraz came in and played a fantastic knock," he said.
On chasing down a 228-run target, Warner said at least one among the top four batsman needed to get a century, but they could not materialise because of losing wickets in clutch after his departure.
On sending Eoin Morgan at Number Six, Warner said the team needed someone like him to finish off the game, but that could not happen as the batters failed to draft a good partnership.
Asked what was the other reason for RCB winning the game, Warner said apart from their batters, their fielding did wonders for them.
"When two world class players (Kohli and AB) are going great guns, it is a very very tough ask to stop them. The boundaries here are very short which becomes very difficult for bowlers, but I am not taking any credit away from Bangalore, they played very well, and importantly fielded very well in first six overs. I feel the best fielding side is going to win the competition," he said.
"I saw the tweet today it is a very sad news. I spoke to Morgs before. It was all-of-a-sudden thing. We know how determined he was to play the game. We know how well he played for England.
"My thoughts are with him and with rest of his team. I wish him speedy recovery and hope somehow he keeps himself involved in the game that he loves," he said.
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