Best centralized monitoring tools in 2025

HawkFlow.ai

Centralized monitoring for data, applications, and performance insights.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Midjourney Stats

Manage waiting times for art generation effectively and efficiently.

Prompts

Track and visualize machine learning experiments seamlessly.

Parea

Manage and enhance the performance of large language models.

liteLLM

Access over 100 language models with ease and reliability.

Modelbit

Infrastructure-as-code for deploying machine learning models.

AIModels.fyi

Stay updated with the latest AI models and research breakthroughs.

Censius

Monitor machine learning models with real-time insights and analysis.

Berri.ai

Access multiple AI language models effortlessly.

SAS Model Manager

Manage analytics models effectively with streamlined oversight.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Metaflow

Build and manage machine learning projects effortlessly.

Anomify

Real-time anomaly detection for operational reliability and performance.

Loggly

Real-time logging and monitoring for seamless system performance.