Top AI tools for # observability

GPTRouter is an open-source AI model router designed for efficient management and reliability. It integrates with various AI providers, balances traffic, and monitors model health to prevent downtime.

• Free

Neutrino AI provides multi-model AI infrastructure to optimize Large Language Model (LLM) performance for applications. It offers tools for evaluation, intelligent routing, and observability to enhance quality, manage costs, and ensure scalability.

• Usage Based

Arch Gateway is an AI-native proxy server designed to help developers build sophisticated agentic AI applications by simplifying prompt processing, security, observability, and integration.

• Free

Better Stack provides a comprehensive observability platform, offering uptime monitoring, incident management, log management, infrastructure monitoring, and status pages to help engineering teams ship higher-quality software faster.

• Freemium
• From 29$

ChaosSearch activates data lakes on cloud storage (AWS S3, Google Cloud) for scalable log analytics, offering observability and security insights while reducing costs compared to traditional tools.

• Usage Based
• From 1000$

DBmarlin is an AI-powered database observability platform designed to monitor performance, track changes, and provide actionable insights for optimizing various database systems.

• Freemium
• From 100$

Lumigo offers an AI-powered observability platform for troubleshooting microservice issues quickly. It provides end-to-end tracing, log management, and real-time monitoring for cloud infrastructure.

• Freemium
• From 119$

Datable.io offers a streaming data pipeline for security teams to optimize observability costs by shaping, enriching, and routing telemetry data before it hits expensive tools.

• Freemium
• From 240$

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free

Okareo provides error discovery and evaluation tools for AI agents, enabling faster iteration, increased accuracy, and optimized performance through advanced monitoring and fine-tuning.

• Freemium
• From 199$

Intellize is an AI-first observability platform allowing users to search logs, create dashboards, and set up alerts using natural language commands.

• Contact for Pricing

OpenSauced provides insights and observability for open source projects by distilling GitHub data. It helps users validate and share the value of open source contributions through workspaces and detailed analytics.

• Contact for Pricing

LangDB is an enterprise AI gateway designed to secure, govern, and optimize AI traffic across over 250 LLMs via a unified API. It helps reduce costs and enhance performance for AI workflows.

• Freemium
• From 49$

Calmo is an AI tool designed to accelerate production debugging by providing instant root cause analysis integrated with your existing observability stack.

• Freemium
• From 270$

8Flow.ai maps enterprise workflows by capturing user events, enabling AI agents to automate tasks and providing insights for productivity enhancement.

• Contact for Pricing

Superpipe is an open-source experimentation platform designed for building, evaluating, and optimizing Large Language Model (LLM) pipelines to improve accuracy and minimize costs. It allows deployment on user infrastructure for enhanced privacy and security.

• Free

Agency offers tools and expertise to assist teams in building, prototyping, and deploying reliable AI agents, supported by the AgentOps observability platform.

• Contact for Pricing

Edge Delta offers intelligent Telemetry Pipelines to manage, enrich, and analyze observability and security data at scale, reducing costs and automating insights.

• Usage Based

FluxNinja Aperture is a load management platform designed for Generative AI, Serverless, and Cloud Native workloads, providing rate limiting, caching, and request prioritization.

• Usage Based
• From 50$

AgentRPC is a universal RPC layer designed to unify tools from multiple programming languages into a single interface for AI agents, enabling connectivity across networks, including private VPCs.

• Freemium
• From 20$

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$

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

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

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$

SigLens delivers ultra-fast log management and observability with 100x efficiency, enabling instant search across billions of logs and seamless scale for enterprise data needs.

• Other

Orbital is an AI-powered data gateway that connects APIs, databases, and event streams to deliver secure, self-repairing integrations in minutes with automated orchestration and instant data endpoints.

• Freemium
• From 149$

AutonomOps AI is an agentic AI platform for Site Reliability Engineering (SRE) teams that automates incident investigation, accelerates MTTR, and simplifies SRE work through autonomous AI agents and predictive intelligence.

• Freemium
• From 149$

OpenIAP provides a unified framework for deploying secure, scalable applications across cloud, edge, and on-prem environments with multi-language support and low-code automation capabilities.

• Freemium
• From 44$

Unomaly is an AI-powered log analysis platform that reduces millions of log lines to actionable insights by recognizing patterns and exposing changes across IT infrastructure.

• Contact for Pricing

Embrace is an AI-powered observability platform that provides real user monitoring for mobile and web applications, helping teams identify performance issues and optimize user experiences through automated insights and comprehensive data analysis.

• Freemium
• From 80$

CNDI is a framework for self-hosting open-source applications using GitOps and Infrastructure as Code, enabling rapid deployment of production-grade clusters across any environment.

• Free

Zabbix is an open-source monitoring and observability platform that collects, processes, and visualizes data from networks, servers, cloud, containers, IoT, applications, and more, available on-premise or in the cloud.

• Freemium

Stanza is a reliability intelligence platform that unifies ITSM assets, people data, and observability signals to predict and prevent outages before customers notice, transforming data complexity into actionable insights.

• Freemium
• From 100$

Highlight is an open-source monitoring platform that provides comprehensive observability for web applications through session replay, error monitoring, logging, traces, and dashboards.

• Freemium
• From 50$

IR simplifies the complexity of managing modern communications, payments and infrastructure environments with AI-powered observability solutions that help organizations find and resolve performance issues in real-time.

• Contact for Pricing

NuAura.Ai combines real-time intelligence with autonomous action to empower IT teams in optimizing performance, strengthening reliability, and resolving issues before they impact users.

• Freemium
• From 25$

Unify provides tools to build, test, and optimize LLM pipelines with custom interfaces and a unified API for accessing all models across providers.

• Freemium
• From 40$

Kerno provides instant runtime feedback and context-rich insights for developers and AI code agents, streamlining debugging and improving code deployment in Kubernetes environments.

• Freemium
• From 20$

Tinybird is a powerful analytics backend platform that enables developers to build, deploy, and scale secure, real-time analytics APIs over large datasets with ease.

• Freemium
• From 25$

Parseable is an open-source observability platform that enables rapid log, metric, and trace analysis on object storage systems like S3, integrating AI-powered features for advanced insights and cost-efficient operations.

• Contact for Pricing

Linkerd is an open-source, ultralight, and secure service mesh designed for Kubernetes, providing instant security, observability, and reliability without enterprise complexity.

• Free

XPLG Platform provides AI-powered log management, monitoring, and observability with automated insights, anomaly detection, and cost-effective scaling for IT and cybersecurity teams.

• Freemium
• From 39$

Windmill is an open-source developer platform and workflow orchestration engine that enables rapid creation and deployment of complex, data-driven applications through automation of scripts, workflows, and auto-generated UIs.

• Freemium

Split offers a platform for intelligent feature flag management, continuous experimentation, and observability, empowering development teams to deliver software faster while ensuring robust performance and user experience.

• Contact for Pricing

Splunk delivers enterprise-grade security and observability by leveraging AI-driven analytics, automation, and real-time insights to maintain digital resilience and performance.

• Other

KloudMate is an observability platform delivering advanced monitoring, anomaly detection, and debugging for microservices and cloud infrastructure using AI-powered analytics.

• Usage Based
• From 60$

Parea is a platform for testing, evaluating, and monitoring Large Language Model (LLM) applications, helping teams track experiments, collect human feedback, and deploy prompts confidently.

• Freemium
• From 150$

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$

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$

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

• Free Trial