Most surveys predicted a Congress win in the Jubilee Hills by-election, but the KK Survey forecast a clear BRS victory. Despite its strong past record, the survey proved wrong as BRS fell far behind, losing by over sixteen thousand votes. The result showed that even reliable surveys can misread rapidly shifting voter sentiment.