Not all turbocharged cars need premium fuel, but many do. The reason is that when in boost conditions, the turbocharger increases engine compression to a point where regular 87 octane fuel may pre-ignite and cause pinging and knocking. To solve this, some car manufacturers will recommend higher octane fuel which is more resistant to re-ignition.