The crypto data infrastructure is undergoing a transformation driven by the popularity of memes, AI advancements, and high-performance blockchains. This shift is moving from mere data visualization to actionable signals, as traditional batch processing architectures struggle to meet real-time trading demands. Future competition is expected to focus on two main areas: developing on-chain data platforms with Web2-level processing capabilities, akin to Databricks or AWS for Web3, and creating a comprehensive Crypto Bloomberg Terminal that integrates multidimensional data, AI agents, and trade execution. This evolution presents unique opportunities for crypto-native entrepreneurs, particularly in the closed-loop processing of long-tail assets and meme data.