Operations Metrics

Self-hosted inference · public operational aggregates · nishad.ai

Waiting for live inference data

Connecting to the inference metrics service…

Recent host utilization

CPU · Memory · GPU · Disk. Uncollected measurements are unavailable, not zero.

Current resource mix

ML observability

ML inference

Runtime measurements only. No accuracy score is claimed without labeled ground truth.

Request outcomes

Latency · recent generations

Token throughput

Service health

About this page

Metrics come only from the active self-hosted inference gateway. No prompts, answers, identities, IP addresses, credentials, filenames, device identifiers or private network addresses are published. This page does not generate AI requests.

Refreshes every 30 seconds while visible. Counters reset when the gateway restarts; latency and token statistics cover the latest 512 generations, and resource history covers up to 288 samples collected every 15 seconds. Requests made directly to the model API bypass gateway inference counters.