Did Trainium make every Deepgram workload 11–70% cheaper?
No. AWS reports that a particular offline, throughput-oriented Nova-3 batch setup processed 11–70% more audio per dollar than compute options Deepgram had been using, based on instance prices at evaluation time.
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Deepgram's Trainium Port Shows Why Inference Cost Depends on the Whole StackDeepgram and AWS report 11–70% more offline transcription per dollar on one Trainium2 setup. The kernels, runtime and workload explain the narrow result.
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