Ethereum contract execution redundancy is increasingly becoming a bottleneck for network scalability. The Ethereum Virtual Machine (EVM) processes transactions sequentially, limiting parallelization and causing inefficiencies. Redundant computations, especially in smart contract execution, strain resources, leading to higher latency and lower throughput. With Ethereum handling only 15-30 transactions per second, network congestion and rising gas fees exacerbate the issue. Solutions like sharding and Layer 2 rollups aim to alleviate this by parallelizing execution and offloading computation, but challenges remain in maintaining security and decentralization. Optimizing EVM efficiency and reducing redundant operations are critical to improving scalability.