Looks like ARKit apps will require an iPhone 6s or above

As per official Apple documentation:

ARKit requires an iOS device with an A9 or later processor.

Source: Twitter.

Products that use the A9: iPhone 6s, 6s Plus, SE, and the new 2017 iPad.