This answer depends upon a number of variables and your own frame of relevance. If you have only driven in slower and more ponderous vehicles (i.e., a big vehicle with a small engine), then a relatively lightweight vehicle with higher lower to weight ratio will indeed feel "snappy".
Consider the popularity of scooters today - they are generally limited to 50cc and are capable of accelerating quickly enough to cause a rider to lose control if they are inexperienced or not paying attention. Starter motorcycles are also sold in the 250cc range, and you can find numerous online videos of riders getting in over their heads with these smaller displacement bikes.
So the answer really depends upon your riding capability and experience with speed.
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