AI observability tools - AI tools

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.

• Freemium

OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.

• Other

Laminar is an open-source platform that enables developers to trace, evaluate, label, and analyze Large Language Model (LLM) applications with minimal code integration.

• Freemium
• From 25$

llm.report is an open-source analytics and logging platform for OpenAI API usage, providing real-time monitoring, cost tracking, and usage optimization for AI applications.

• Freemium
• From 20$

Zupervise is a unified AI-risk intelligence platform that provides comprehensive monitoring and governance solutions for developers, end-users, and regulators to manage AI-related risks effectively.

• Contact for Pricing

New Relic is a comprehensive observability platform that combines 30+ monitoring capabilities and 750+ integrations with AI-powered analytics to help teams monitor, troubleshoot, and optimize their entire technology stack.

• Freemium
• From 49$

Dynatrace is an AI-powered analytics and automation platform that provides unified observability and security solutions for cloud environments, helping organizations simplify cloud complexity and innovate faster.

• Free Trial

UsageGuard is an enterprise-ready AI development observability platform that provides a unified API for multiple AI models, comprehensive security controls, and real-time monitoring capabilities with 99.9% uptime and sub-150ms latency.

• Contact for Pricing

Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.

• Freemium
• From 7$

AI Studio is a comprehensive MLOps platform that provides enterprise-level tools for machine learning governance, monitoring, and deployment. It enables companies to streamline their ML operations with real-time insights and automated workflows.

• Freemium

Ardor is an AI-powered software development lifecycle automation platform that enables developers to build and deploy AI agents through a visual interface, transforming prompts into production-ready solutions with automated backend management.

• Freemium

WhyLabs provides AI Control Center for observing, securing, and optimizing AI applications, offering tools for LLM security, ML monitoring, and AI observability.

• Freemium
• From 125$
• API

HawkFlow.ai is a monitoring tool designed for engineers, product owners, and CTOs, integrating seamlessly with machine learning infrastructure to provide valuable insights and facilitate efficient decision-making.

• Freemium
• API

Otterly.AI is a comprehensive AI search monitoring platform that tracks brand mentions, content visibility, and link citations across major AI search platforms including Google AI Overviews, ChatGPT, and Perplexity.AI.

• Freemium

Louie.AI is a comprehensive genAI-native analytics platform that combines natural language processing with powerful data science tools, offering interactive notebooks, AI dashboarding, and automation APIs for enterprise-grade data analysis.

• Contact for Pricing

Humanloop is an enterprise-grade platform that provides tools for LLM evaluation, prompt management, and AI observability, enabling teams to develop, evaluate, and deploy trustworthy AI applications.

• Freemium

Aporia offers real-time control and monitoring of AI apps, ensuring compliance and guarding against risks such as data leakage and hallucinations.

• Free Trial
• From 1250$
• API

Portkey is a comprehensive AI operations platform offering AI Gateway, Guardrails, and Observability Suite to help teams deploy reliable, cost-efficient, and fast AI applications.

• Freemium
• From 49$

Prompt Inspector is an AI-powered analytics platform that helps businesses analyze and optimize their AI prompts through user behavior tracking, pattern analysis, and comprehensive reporting capabilities.

• Paid
• From 12$

Aim is an open-source, self-hosted AI metadata tracking tool that enables teams to log, compare, and analyze AI experiments, prompts, and other metadata through an intuitive UI and programmatic SDK.

• Freemium
• From 11$

OpenServ is a comprehensive platform that enables users to find, curate, and employ AI agents in customizable workforces to enhance productivity and automate complex tasks.

• Contact for Pricing

PerfAgents is an AI-powered synthetic monitoring platform that leverages existing web automation scripts to monitor application availability and response time metrics globally. It supports multiple frameworks and offers AI-powered script creation for continuous testing.

• Paid

AI Spend is a cost monitoring platform that helps users track and analyze their OpenAI API usage and expenses, providing real-time insights and notifications to manage API spending effectively.

• Paid

Cloudgov.ai is an AI-driven cloud cost management platform that helps organizations optimize and reduce cloud expenses across AWS, Azure, and Google Cloud through real-time monitoring, anomaly detection, and automated recommendations.

• Freemium

Opnbook is an AI analytics platform that helps businesses track, measure, and optimize their AI investments through detailed performance insights and actionable reporting.

• Contact for Pricing

Contentable.ai is an innovative platform designed to streamline AI model testing, ensuring high-performance, accurate, and cost-effective AI applications.

• Free Trial
• From 20$
• API

Metoro is a Kubernetes observability platform that provides automatic APM, logging, tracing, and profiling through eBPF technology, requiring zero code changes and one-minute setup.

• Freemium
• From 20$