The fastest mining algorithm depends on the type of hardware and electricity costs. Generally, ASICs are the fastest mining hardware available and can achieve faster hashrates than GPUs. Additionally, certain algorithms such as SHA-256 or Scrypt can be mined more quickly than others. Ultimately, miners should choose the most profitable algorithm for their setup.