Top AI tools for # observability

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$

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

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$

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$

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$

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$

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$

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

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

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$

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$

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$

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$

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

• Usage Based

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

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

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

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$

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

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$

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

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$

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

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

• Freemium

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$

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

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

• Freemium
• From 49$

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$