Cache can have both positive and negative effects on email open rates. On the positive side, faster load times can enhance user experience, encouraging recipients to open and engage with emails. However, cache can also skew open rate metrics. Some email clients, like Gmail, cache images on their servers. When a recipient opens an email, the email client serves the cached image instead of downloading it from the original source, which may lead to underreporting of open rates.