32 observability tools compared — reviews, pricing & social mentions
AI Gateway & LLM Observability
See metrics from all of your apps, tools & services in one place with Datadog’s cloud monitoring as a service solution. Try it for free.
Unified LLM Observability and Agent Evaluation Platform for AI Applications—from development to production.
Humanloop is joining Anthropic to accelerate the adoption of AI, safely.
Version, test, and monitor every prompt and agent with robust evals, tracing, and regression sets. Empower domain experts to collaborate in the visual
Ensure your AI is production-ready. Test LLMs and monitor performance across AI applications, RAG systems, and multi-agent workflows. Built on open-so
Comet lets you track code, experiments, and results on ML projects. It’s fast, simple, and free for open source projects.
DeepEval is the open-source LLM evaluation framework for testing and benchmarking LLM applications.
Everest is the agentic AI platform for life science services—turn expertise into compliant workflows you can deploy internally or white-label into new
Turn production traces into evals, compare prompts and models, and improve quality with every release.
Dynamo AI offers end-to-end AI Performance, Security, and Compliance solutions for delivering Enterprise-grade Generative AI.
Agenta is an open-source platform for building robust LLM Application. It provides tools for prompt engineering, evaluation, debugging, and monitoring
Ragas is an open source framework for testing and evaluating LLM applications. Ragas provides metrics , synthetic test data generation and workflows f
Patronus AI develops simulation research and infrastructure to accelerate progress toward human-aligned AGI
Cleanlab helps teams build safer AI agents by preventing incorrect responses from reaching users. Detect and remediate incorrect responses from any AI
Traceloop turns evals and monitors into a continuous feedback loop - so every release gets better
Automate due diligence, quarterly lease audits, and contract review.
Traces, evals, prompt management and metrics to debug and improve your LLM application.
The AI Security Platform that catches vulnerabilities in development. Trusted by 156 of the Fortune 500 and 300,000+ developers worldwide.
The experimentation and human annotation platform for AI teams.
The Fiddler AI Control Plane provides enterprises with visibility, context, and control across the agentic lifecycle with observability, guardrails, a
