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Compare the top enterprise AI gateways for controlling LLM costs in 2026: semantic caching, hierarchical budgets, provider routing, and governance for production AI teams. Enterprise LLM spending has surpassed $8.4 billion in API costs alone, with 72% of organizations expecting their AI budgets to increase further in 2026. As

Bifrost provides hierarchical budget controls, semantic caching, and real-time cost observability to help enterprise teams track and optimize LLM spend across providers. Enterprise LLM spend has scaled rapidly, with Menlo Ventures reporting that enterprise AI investment tripled from $11.5 billion to $37 billion in a single year. As

Enterprise AI gateways give teams centralized governance, multi-provider routing, and cost control for Claude Code deployments. Compare the top options for scaling Claude Code in production. Claude Code has become a core part of enterprise engineering workflows. Business subscriptions to Claude Code quadrupled in Q1 2026, and enterprise use

Enterprise AI gateways give teams centralized governance over Claude Code deployments. Compare the top gateways for budget control, observability, and compliance in 2026. Claude Code adoption is accelerating across enterprise engineering organizations. Anthropic reports that the tool averages approximately $6 per developer per day on API pricing, with team-level