Top 5 AI Gateways for AI Cost Optimization in 2026
Five AI gateways compared on budgets that block requests, token-aware rate limits and the cost metrics teams can build spend alerts on.
Kamya Shah
AI Gateway Explained: What It Is and How It Works
An AI gateway is the single entry point that routes, governs, and observes all LLM traffic. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability.
TL;DR
* An AI gateway is a service that sits between your applications
AI Guardrails Explained: What They Are and How They Work
AI guardrails are runtime policy checks on LLM inputs and outputs. Bifrost enforces them at the gateway layer, across every model call and every tool execution.
AI guardrails are runtime policy controls that inspect what an application sends to a language model and what the model sends back, then allow,
Best Enterprise AI Gateway to Reduce LLM Token Cost in 2026
Bifrost is the best enterprise AI gateway to reduce LLM token cost in 2026, with semantic caching, model routing, Code Mode, and enforced per-team budgets.
Enterprise spending on LLM APIs reached $8.4 billion by mid-2025, more than double the $3.5 billion recorded in late 2024, according
Govern Figma MCP Access for Claude Code with an MCP Gateway
Figma MCP access gives Claude Code read and write reach into design files. Bifrost governs which developers get which tools.
The Figma MCP server no longer only reads design files: since the Code to Canvas release, agents connected to it can create and modify native Figma content, including frames, components,
Top 5 AI Gateways for Multi-Model Routing in 2026
TL;DR
* The model market has split into cheap fast models and expensive frontier models, so routing each request to the right model by cost, latency, or complexity is now a core architectural decision rather than an optimization.
* Multi-model routing sends each call to the best-fit model based
Top 5 Enterprise Gateways for LLM Cost Tracking and Budget Controls
TL;DR: Compare the top 5 enterprise gateways for LLM cost tracking and budget controls in 2026, with hierarchical budgets, virtual keys, and real-time enforcement.
Enterprise LLM spending has crossed $12.5 billion in foundation model API revenue in 2025, and most platform teams still cannot attribute that spend