There aren't any monetary rewards for running API nodes as they do not produce blocks, but by running your own node you fully validate every transaction since the genesis block without trusting a third party API node. Depending on your setup it can also provide better performance than public nodes due to lighter traffic on your own node.
One could never know a public node could return false data like this.