Top observability AI tools

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

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$

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

• Usage Based

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$

Maxim is an end-to-end evaluation and observability platform designed to help teams ship AI agents reliably and more than 5x faster.

• Paid
• From 29$

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$

Banana provides serverless GPU infrastructure for AI inference hosting, designed for high-throughput and scalability. It offers autoscaling GPUs, pass-through pricing, and a full platform experience with DevOps tools.

• Paid
• From 1200$

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$

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$

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

Liminal is a platform enabling enterprises to securely deploy and manage generative AI across their workflows, ensuring data security, governance, and observability.

• Contact for Pricing

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

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

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

Million.js is a tool that speeds up your website by up to 70%. It helps identify and fix slow code, optimizing React website performance.

• Free

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

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

• Freemium
• From 49$

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

• Freemium

Asserts.ai is an observability platform that enhances Prometheus and OpenTelemetry, providing automated issue detection and correlation to reduce operational costs and improve visibility.

• Contact for Pricing

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$

MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.

• Free

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$

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

Lightrun is a developer observability platform that allows developers to dynamically instrument logs, traces, and metrics to gain real-time insights into live applications directly from their IDE.

• Contact for Pricing

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

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

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

Inferable is a fully managed platform for building and deploying LLM-based applications. It provides robust tools for managing state, ensuring reliability, and orchestrating custom AI workflows.

• Usage Based
• From 10$

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

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$

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

• Freemium
• From 50$

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

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$

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

• Freemium

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

• Freemium

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

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$

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$

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

• Freemium
• From 59$

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$

Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.

• Freemium
• From 31$

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

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$

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

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

• Free Trial

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$

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$