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An open source AI gateway is a self-hostable service under an open-source license that routes, governs, and observes LLM traffic through one API. This guide compares Bifrost, LiteLLM, Kong AI Gateway, Envoy AI Gateway, agentgateway, and Apache APISIX on license scope and benchmarks.

AI token optimization compared across five enterprise AI gateways: semantic and prompt caching, compression, model routing, and MCP Code Mode savings.

As AI applications scale from prototypes to production systems handling millions of requests, the infrastructure layer between your application and LLM providers becomes critical. Enterprise AI gateways solve a core architectural challenge: how to route, balance, and govern AI traffic across multiple providers without sacrificing performance or reliability. According to

TL;DR: LLM costs scale unpredictably in production. Token-based billing, variable output lengths, and multi-provider architectures make it easy to overshoot budgets without warning. AI gateways solve this by enforcing hierarchical budget limits, tracking spend in real time, and triggering alerts before overruns happen. This guide evaluates the

TL;DR: LLM rate limiting is one of the biggest blockers to scaling AI applications in production. Enterprise AI gateways solve this by intelligently distributing requests across providers, keys, and models, ensuring uninterrupted service even under heavy load. This article breaks down the top 5 AI gateways purpose-built to

This guide outlines a practical framework for making LLM token usage traceable and governable, and explains how Bifrost solves this at the infrastructure layer so platform teams can understand where tokens go, who consumes them, and how to control it. Every interaction with a large language model costs money. Tokens

TL;DR: Claude Code is a powerful agentic coding tool, but it's locked to Anthropic's models by default. Bifrost, an open-source AI gateway by Maxim AI, lets you route Claude Code requests through any LLM provider, including OpenAI, Google Gemini, Mistral, and more. The Claude