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Yes, you are correct. All our pricing is currently by CPU core. We are working on updates to make pricing more clear for GPU offerings.

Our rate for a single K40 at the moment is $6/hr.

(works at Rescale)

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How do you plan on making your service's pricing competitive? Amazon's current spot market instances are ~30 cents per hour, which is twenty times cheaper.

For a faster GPU, that allows me to iterate more quickly, I'd be more than happy to pay an extra few bucks an hour.

I cannot comment on future per node pricing at the moment, but we are currently working on new offerings that should improve both performance (CUDA cores/node) and $/CUDA core metrics.

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