Systems and methods are provided for data comparisons in a compression algorithm to optimize the compression of data. An exemplary method includes receiving input data. The method further includes generating a hash table address for the input data. The method further includes obtaining a pointer associated with the hash table address. The method further includes reading a data library with the pointer to obtain an associated piece of historical data. The method further includes comparing the historical data to the input data to determine a match.