The GTE project aims to become the first fully on-chain exchange capable of achieving native price discovery for major crypto assets by leveraging the high-performance general-purpose blockchain of MegaETH. The architecture of MegaETH employs a single sequencer and a consensus-free execution path, achieving a block time of 10 milliseconds, bringing on-chain latency close to that of top centralized exchanges. By decoupling gas from throughput and utilizing EigenDA, MegaETH has enabled low and predictable transaction costs at higher capacities, allowing institutional market makers to operate at scale.