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TL;DR Every token your LLM consumes costs money and adds latency. As enterprise AI spending scales past billions, optimizing token usage at the gateway layer has become non-negotiable. This article breaks down how five leading AI gateways, Bifrost, LiteLLM, Kong AI Gateway, Cloudflare AI Gateway, and TensorZero, approach token

Claude Code has captured over half of the AI coding market, establishing itself as the leading agentic coding tool for enterprise development teams. Organizations like Spotify, the New York Stock Exchange, and Novo Nordisk are already using it to reduce engineering time by up to 90% on tasks like large-scale

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

Enterprise AI teams rarely rely on a single model. Most production applications orchestrate across OpenAI for reasoning, Anthropic for nuanced conversation, Google Gemini for multimodal capabilities, and providers like Groq or Cerebras for latency-sensitive operations. Managing these integrations directly means juggling different SDKs, authentication schemes, rate limits, and response formats

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 top 5

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 help