AI Tools for Observability Tools

Cloud monitoring and observability platform with AI-powered anomaly detection, forecasting, and incident management.

An open-source framework for building production-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluations, and experimentation.

Monitor, resolve issues, visualize performance metrics, and gain insights for real-time application performance.

The enterprise-grade software to build, monitor, and improve your AI application. Keywords AI is a full-stack LLM engineering platform for developers and PMs.

Complete platform to craft standout AI products — built on Netflix-born Metaflow, Outerbounds is the managed ML platform for data scientists and ML engineers.

Open-source LLMOps platform for prompt management, LLM evaluation, and observability. Build, evaluate, and monitor production-grade LLM applications. #opensource

Evaluate, test, and ship LLM applications with a suite of observability tools to calibrate language model outputs across your dev and production lifecycle.

Open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications. #opensource

The enterprise-grade software to build, monitor, and improve your AI application. Keywords AI is a full-stack LLM engineering platform for developers and PMs.

Feature-level AI observability using real runtime data

A generative AI evaluation and observability platform, empowering modern AI teams to ship products with quality, reliability, and speed.

Discover Athina AI pricing, reviews, and alternatives. Updated for April 2026.

AgentOps is a developer platform for monitoring, debugging, and optimizing AI agent applications in production Pricing: Freemium (Free for up to 10K events/month; paid plans from $49/month). See pros,

Open-source tool for ML observability that runs in your notebook environment, by Arize. Monitor and fine-tune LLM, CV, and tabular models.

Full-stack LLMOps platform to monitor, manage, and improve LLM-based apps.

Full-stack observability platform with AI-powered issue detection, root cause analysis, and automated remediation. Pricing: Freemium (Free tier with 100GB/month data ingest; Pro from $0.35/GB addition

The enterprise-grade software to build, monitor, and improve your AI application. Keywords AI is a full-stack LLM engineering platform for developers and PMs.

The open-source LLM observability for developers.

The open-source LLM observability for developers.

The open-source LLM observability for developers.

AI agent infrastructure platform letting teams build, deploy, and orchestrate autonomous agents at scale.