To understand the tradeoffs between **top-p (nucleus) sampling** and **temperature zero decoding**, it helps to first clarify that they are fundamentally different tools: **temperature zero is a deterministic selection rule**, while **top-p is a stochastic filtering rule**. 

Here is the breakdown of their tradeoffs across accuracy