Many particles are more useful if they travel at higher energies. For example, to create matter according to E=m*c^2 you need to bring a lot of energy to one point in space and collide to beams (or shoot one onto a target) to create heavy particles.
So in a nutshell for this type of application the higher the energy the more exotic the product of the collision.
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