How to Monitor Vultr Serverless Inference

1 min readUpdated 4 November 2026

Track Prompt, Chat, Text-to-Speech, and RAG usage on Vultr Serverless Inference via Console, API, or CLI.

Monitoring the Vultr Serverless Inference subscription is essential for maintaining the performance and cost-efficiency of your AI deployments. By tracking the usage of various AI workloads, such as prompt, chat, text-to-speech, and RAG chat completion, you can review resource consumption, optimize performance, and prevent potential bottlenecks. Monitoring also helps you keep operational costs under control.

Follow this guide to monitor the usage of Serverless Inference on your Vultr account using the Vultr Console, API, or CLI.

Navigate to Compute and click Serverless Inference.
Click the target subscription to open its Manage Serverless Inference page.
Review the Usage and Current Charges cards for the current month on the Overview tab.
Click the Usage tab.
Click a month, such as the current month or the previous month, to view the usage and charges for that month.

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Monitor Usage of a Vultr Serverless Inference Subscription | Vultr Docs