Top 5 Enterprise AI Gateways to Track Claude Code Costs

This article covers the top 5 enterprise AI gateways that can help track and control the costs of using Anthropic's Claude Code, a powerful but expensive AI language model.

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Why it matters

Tracking and controlling the costs of using powerful AI language models like Claude Code is crucial for enterprises to manage their AI budgets effectively.

Key Points

  • 1Claude Code burns through tokens quickly, and Anthropic does not provide a proper cost dashboard
  • 2AI gateways act as a proxy between the user and the AI provider, logging every request with cost, latency, and token data
  • 3The article covers 5 enterprise AI gateways: Bifrost, OpenRouter, Helicone, LiteLLM, and Cloudflare AI Gateway
  • 4These gateways offer features like per-request cost tracking, budget controls, rate limiting, and analytics dashboards

Details

Claude Code is a powerful AI language model, but its high token usage can lead to unexpected costs. Anthropic, the provider of Claude Code, does not offer a native cost dashboard, making it difficult to track and control spending. AI gateways solve this problem by sitting between the user and the AI provider, logging every request and providing detailed data on tokens used, cost, latency, and more. The article covers the top 5 enterprise AI gateways for Claude Code cost tracking: Bifrost, OpenRouter, Helicone, LiteLLM, and Cloudflare AI Gateway. These gateways offer features like persistent audit trails, aggregated statistics, budget controls, rate limiting, and observability tools to help users manage their Claude Code usage and costs.

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