Pycuda vs. Matlab w/ Accelereyes' Jacket

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Hi all,
The title is self explanatory, if anyone has experience with both methods, would it be possible to say something about the pros/cons of each method?

Also, it'd be great if you know about any kind of performance tests comparing the two.

Thanks.