The most devastating one was in the 2007 World Cup in the West Indies where in a four-team group, they lost to Bangladesh and Sri Lanka and only managed to defeat minnows Bermuda.

With India knocked out before the Super Eight stage, the tournament became a financial disaster. That led to changes in subsequent World Cup formats, giving big teams very little chance of being knocked out at the first instance.