Shopify's stock has dropped 16% despite beating quarterly expectations, prompting questions about whether the decline is an overreaction. Other companies have had mixed stock performances after releasing their quarterly results, with some experiencing gains and others experiencing losses. The market's reaction to quarterly earnings reports appears to be varied, with some companies seeing stock increases after beating expectations and others seeing declines.