ByteLeap is a distributed compute resource platform connecting GPU providers with the Bittensor network through a three-tier architecture of validators, miners, and workers. Miners aggregate worker resources and earn rewards through active compute leases and computational challenges including CPU/GPU matrix multiplication benchmarks. The scoring system combines lease revenue (70%) with challenge performance (30%) and availability metrics.