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Here are the 7 best LLM observability tools in 2026, compared on features, pricing, and developer experience. llm observabilitytools comparedlangfusealternatives https://obs.regolo.ai/ LLM Observability Dashboard llm observabilitydashboard https://www.confident-ai.com/products/llm-observability LLM Observability & Monitoring | Confident AI llm observabilitymonitoringconfidentai https://openobserve.ai/llm-observability/ LLM Observability - Monitor, Trace, and Debug Your AI Applications in Production OpenObserve LLM Observability gives you full visibility into every LLM call , token usage, latency, model metadata, and errors captured automatically via... llm observabilityyour aimonitortrace https://www.brgr.one/tags/llm-observability llm-observability | Fresh HQ AI & Engineering Content llm observabilityai engineeringfreshhqcontent https://safjan.com/open-source-llm-observability-tools-and-platforms/ Open Source LLM Observability Tools and Platforms Jun 26, 2024 - Managing and monitoring the complex behavior of Large Language Models (LLMs) becomes increasingly crucial. LLMOps and LLM Observability provide essential tools... open sourcellm observabilitytoolsplatforms https://www.apmexperts.com/tag/llm-observability/ LLM Observability Archives - APM Experts llm observabilityarchivesapmexperts https://mirascope.com/blog/langfuse-alternatives Top 7 Alternatives to Langfuse for LLM Observability | Mirascope Jun 25, 2025 - Find the right fit for your AI team with this guide to the top Langfuse alternatives, from prompt observability to model performance tracking. alternatives tofor llmtoplangfuseobservability https://github.com/langfuse/langfuse GitHub - langfuse/langfuse: 🪢 Open source LLM engineering platform: LLM Observability, metrics,... 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. 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Self-host LLM observability on GPU cloud: compare Langfuse, Arize Phoenix, and Helicone, trace vLLM and SGLang with OpenTelemetry, and correlate traces to GPU... https://arize.com/microsoftbuild Arize AI Book Meeting: AI Observability & LLM Evaluation Platform Request a Demo of Arize AI here. Taking a model from research to production is hard. Arize AI, the leading ML Observability platform, can help. arize aibook meetingllm evaluationobservabilityplatform https://agenta.ai/blog Agenta - Prompt Management, Evaluation, and Observability for LLM apps Agenta is an open-source platform for building robust LLM Application. It provides tools for prompt engineering, evaluation, debugging, and monitoring of... prompt managementfor llmagentaevaluationobservability https://www.helicone.ai/ Helicone / AI Gateway & LLM Observability Routing and monitoring for reliable AI apps - the LLMOps platform behind the fastest-growing AI companies. helicone aigatewayllmobservability https://docs.helicone.ai/integrations/azure/javascript Azure OpenAI with JavaScript - Helicone OSS LLM Observability Use JavaScript to integrate Azure OpenAI with Helicone to log your Azure OpenAI usage. azure openaijavascriptheliconeossllm https://opper.ai/observability-and-evaluations AI Observability, LLM Evals & Tracing | Opper AI Tracing, LLM-as-a-judge scoring, custom evals, and guardrails for every AI call. EU-hosted observability platform for production AI agents and applications. ai observabilityllm evalstracingopper https://docs.helicone.ai/getting-started/integration-method/posthog PostHog Integration - Helicone OSS LLM Observability Combine Helicone's LLM analytics with PostHog, a comprehensive product analytics platform. View LLM insights alongside other application data for holistic... posthogintegrationheliconeossllm https://agenta.ai/ Agenta - Prompt Management, Evaluation, and Observability for LLM apps Agenta is an open-source platform for building robust LLM Application. It provides tools for prompt engineering, evaluation, debugging, and monitoring of... prompt managementfor llmagentaevaluationobservability https://langfuse.com/self-hosting Self-host Langfuse (Open Source LLM Observability) - Langfuse Self-host Langfuse - This guide shows you how to deploy open-source LLM observability with Docker, Kubernetes, or VMs on your own infrastructure. self hostopen sourcelangfusellmobservability