Top observability AI tools

Nimbus optimizes log volume and reduces costs by using intelligent traffic analysis and lossless log compression without dropping data.

• Usage Based

HTCD provides AI-powered cloud security and compliance solutions, offering rapid deployment, real-time monitoring, and prioritized remediation across AWS, Azure, and multi-cloud environments.

• Contact for Pricing

LogicMonitor is a SaaS-based automated monitoring platform that provides comprehensive observability for hybrid infrastructure, applications, and business services with AI-powered insights and analytics.

• Contact for Pricing
• From 22$

Secoda is an all-in-one, AI-powered data catalog, observability, lineage, access, and governance platform built for modern data teams. It helps discover, manage, and act on trusted data.

• Freemium

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

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

• Freemium

Eyer is an AI-powered IT observability platform that integrates with your existing technology stack. It offers a scalable, sustainable, and affordable solution for monitoring IT infrastructure.

• Free Trial

TrainKore is an AI prompt management and optimization platform that offers automatic prompt generation, model switching, and evaluation capabilities across multiple LLM providers, helping businesses reduce costs by up to 85%.

• Paid
• From 7$

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

KubeHA automates Kubernetes alert analysis and remediation, leveraging GenAI to streamline recovery and improve operational efficiency. It reduces downtime and enhances system reliability.

• Free Trial

Weavel optimizes prompts for LLM applications, achieving significantly higher performance than manual methods. Streamline your workflow and enhance your AI's accuracy with just a few lines of code.

• Freemium
• From 250$

Honeycomb is a unified observability platform that allows you to store, query, and correlate all your telemetry data (logs, metrics, traces) to quickly resolve issues.

• Freemium
• From 130$

Phoenix accelerates AI development with powerful insights, allowing seamless evaluation, experimentation, and optimization of AI applications in real time.

• Freemium

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$

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$

Dynamo AI provides auditable AI guardrails, hallucination checks, red-teaming, and observability to help businesses productionize AI with confidence, addressing security and compliance gaps.

• Contact for Pricing

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$

Usage Panda provides enterprise-level security and observability for OpenAI usage, offering policy enforcement, cost management, and detailed monitoring.

• Freemium

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

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

Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.

• Freemium
• From 59$

Wild Moose is an AI-powered SRE copilot that provides fast, efficient root cause analysis, improving with every incident to end downtime before it starts.

• Paid
• From 800$

Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.

• Paid
• From 500$

TruEra offers an AI observability and diagnostics platform to monitor and improve the quality of machine learning models. It aids in building trustworthy AI solutions across various industries.

• Contact for Pricing

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$

Agenta is an LLM engineering platform offering tools for prompt engineering, versioning, evaluation, and observability in a single, collaborative environment.

• Freemium
• From 49$

BigPanda is an AI-powered platform for IT Operations and Incident Management. It helps teams stay ahead of incidents, automate workflows, and improve service reliability.

• Contact for Pricing

Hatchet is an AI-powered incident response tool that automatically triages, investigates, and remediates incidents in tier-1 services, saving engineers time and money.

• Contact for Pricing

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

Treblle is an advanced API observability and management platform that offers real-time documentation, security monitoring, and compliance checking for modern API development.

• 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$

Coval provides simulation and evaluation tools for voice and chat AI agents, enabling faster development and deployment. It leverages AI-powered simulations and comprehensive evaluation metrics.

• Contact for Pricing

vFunction is an AI-powered platform that provides architectural observability for microservices and application modernization, helping businesses manage complexity and technical debt.

• Free Trial

Wayfound is an AI agent management platform that helps businesses monitor, evaluate, and optimize the performance of their AI agents. It provides insights and tools to ensure agents align with company standards and deliver consistent business outcomes.

• Paid
• From 149$

Infrabase.ai is a comprehensive directory platform that helps users discover and compare AI infrastructure tools across various categories including vector databases, prompt engineering, and observability analytics.

• Free

Helicone is an all-in-one platform for monitoring, debugging, and improving production-ready LLM applications. It provides tools for logging, evaluating, experimenting, and deploying AI applications.

• Freemium
• From 20$

Elixir is a comprehensive AI Ops & QA platform designed for testing and monitoring voice AI agents, offering automated testing, call review, and performance analytics for multimodal, audio-first experiences.

• Contact for Pricing

Digma is a Preemptive Observability Analysis (POA) tool that helps engineering teams identify and prevent breaking changes and performance issues before they impact production, operating as an IDE plugin with local data processing.

• Freemium
• From 450$

Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

• Paid
• From 99$