Best log data collection tools in 2025

ELK Stack

Powerful suite for data collection, search, and visualization.

Regexer

Create and test regular expressions with ease and clarity.

Loggly

Real-time logging and monitoring for seamless system performance.

Logz.io

AI-driven observability for real-time system insights and monitoring.

Honeycomb

Unified observability data for application performance analysis.

Graylog

Centralized log management for real-time security monitoring.

Wild Moose

Automates incident resolution for complex IT environments.

Parity

AI-driven incident response for Kubernetes environments.

Vairflow

Streamlined development for backend, web, and mobile projects.

Honeybadger

Real-time error tracking and application performance monitoring.

DataMiner.io

Extract and organize data from websites without coding knowledge.

Stackify

Full lifecycle application performance monitoring for developers.