Best tools to detect anomalies in 2025

Middleware

Unified observability for monitoring logs and application performance.

Zipy

User session insights for optimizing web and app performance.

Site24x7

Monitor website, application, and server performance in real-time.

Raygun

Application performance monitoring and error tracking solution.

Stackify

Full lifecycle application performance monitoring for developers.

PredictOPs

Generative AI-driven operations management for real-time insights.

Ora.sh

Monitor social media mentions and user feedback in real-time.

Webtune ai

Automated website optimization for improved SEO performance.

Aitida Test Suite

Automated testing for website functionality and design integrity.

LatenceTech

Real-time network performance monitoring and predictive analysis system.

Humanloop

Collaborative environment for evaluating large language models.

Wisely

Instantly summarizes Amazon reviews for efficient shopping decisions.

Spectate

Website and server monitoring with real-time alerts.

SoapUI

API testing for developers to ensure reliable software performance.

Coderabbit

Automated code reviewer enhancing software development efficiency.

Devaten

Real-time database monitoring with instant alerts and insights.

HawkFlow.ai

Centralized monitoring for data, applications, and performance insights.

Arize

Real-time AI model monitoring and evaluation solution.

Dioptra

Smart contract review solution with high accuracy.

Lotse

AI program manager that enhances project collaboration and communication.

Devzery

AI-driven solution for efficient API functional regression testing.

API Governance Testing

Automated API review for consistent design and implementation.

Noise.ai

Sound-based monitoring system for factory operations and efficiency.

Sapiente

Advanced analytics for early detection of health threats in communities.

Prometheus

Open-source monitoring solution for system performance and health.