Deepgram exposes billing and GPU metrics for self-hosted speech models
Deepgram and AWS added Enhanced Metrics, Prometheus, OpenTelemetry, per-GPU, and host telemetry to Deepgram speech-to-text and text-to-speech containers on SageMaker AI. The container now publishes the same consumed-unit values used for AWS Marketplace billing into the customer's CloudWatch account without a sidecar or added IAM permissions.
Why it matters: Teams running speech models inside their own AWS accounts can reconcile vendor billing with real traffic and connect cost, features, engine behavior, accelerator utilization, latency, and errors without exporting audio or transcripts to a separate…