# The New and Fresh analytics in Inference Endpoints

DevFeed: [The New and Fresh analytics in Inference Endpoints](<https://devfeed.tech/articles/the-new-and-fresh-analytics-in-inference-endpoints-7181.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/endpoint-analytics>)

Author: Erik Kaunismäki; Thibault Goehringer; Remy; Corentin Regal; Michelle Habonneau

Published: 2025-03-21T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [inference-endpoints](<https://devfeed.tech/topics/inference-endpoints.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [debugging](<https://devfeed.tech/topics/debugging.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [debug](<https://devfeed.tech/tags/debug.md>), [debugging](<https://devfeed.tech/tags/debugging.md>), [guide](<https://devfeed.tech/tags/guide.md>), [inference](<https://devfeed.tech/tags/inference.md>), [inference-endpoints](<https://devfeed.tech/tags/inference-endpoints.md>), [latency](<https://devfeed.tech/tags/latency.md>), [lifecycle](<https://devfeed.tech/tags/lifecycle.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [state](<https://devfeed.tech/tags/state.md>)

## AI overview

Hugging Face has refreshed the analytics dashboard for Inference Endpoints with real-time metrics, faster data loading, customizable time ranges, auto-refresh, and a replica lifecycle view. The updates help users monitor performance, investigate issues, and understand replica state transitions.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.