Arena analysis: Caching reduces agent task costs by up to 3.6x

The research shows that the majority of agents' token usage consists of re-reading, and therefore cache discounts reduce costs critically. Without caching, the cost of a typical task increases by a factor of 3.6, while in the heaviest operations, this difference can amount to hundreds of dollars.