I cannot speak for Intel, as their video hardware isn't in the same league as the other two.
With proprietary drivers, nVidia wins hands down for ease of use.
OpenCL (GPGPU) support using open source drivers is non-existent. One must use proprietary drivers. And for this, I prefer ATI.
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