If your website doesn't get the hardware resources it needs, it will slow down significantly, and if the lack of power is too serious, it could knock the entire server over. In a shared hosting scenario, this would mean that dozens of other websites will also go down. Ensuring that the hosting plan is suitable for the levels of traffic you're expecting is crucial, but it's not the only thing you need to consider when choosing the service.