The Blockchain Gas Cost Predictor allows users to estimate the cost of executing a transaction on a blockchain network like Ethereum. By entering the gas limit and the gas price in Gwei, it calculates the total cost in ETH. This tool helps crypto users anticipate transaction fees and manage costs when sending transactions or interacting with smart contracts.