The 'Sharpe Ratio' of High-Compute Chips: Can AXera's 1000 TOPS Card Beat Compute Trading 'Slippage'?

It's time to re-examine the logic of computing power trading in a way that returns to fundamentals. Traditionally, when we look at chips, we focus on peak computing power and TOPS—similar to looking at a strategy's annualized return rate; it looks good but isn't necessarily meaningful. But a quantitative trader cares more about the model's Sharpe ratio—excess return per unit of risk. For AI inference cards, the Sharpe ratio is the effective computing power achieved in real business scenarios per unit of power consumption and cost, not just the paper peak specs.