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Bifrost leads list of 9 AI gateways with observability dashboards

A guide highlights nine AI gateways with built-in observability dashboards crucial for managing LLM applications in production. Bifrost, an open-source gateway from Maxim AI, is presented as a top choice due to its enterprise-grade performance, security, and comprehensive visibility features. The article outlines key criteria for evaluating these gateways, including core metrics, cost analysis, alerting, data granularity, and integration with existing observability stacks like Prometheus and OpenTelemetry. AI

IMPACT Provides insights into tools for managing and monitoring LLM applications in production environments.

RANK_REASON Article reviews and compares existing AI gateway products.

Read on dev.to — LLM tag →

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Bifrost leads list of 9 AI gateways with observability dashboards

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  1. dev.to — LLM tag TIER_1 English(EN) · Marco Rinaldi ·

    9 Best AI Gateways with Built-In Observability Dashboards for 2026

    <p><em>A guide to the top AI gateways that provide the essential observability and monitoring dashboards needed to run LLM applications in production. This comparison reviews the leading options, with <a href="https://www.getmaxim.ai/bifrost" rel="noopener noreferrer">Bifrost</a>…