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How to optimize the cost of API calls while maintaining the availability of multiple AI models?

2025-08-27 320
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Cost Optimization of AI Models through Proxy Services

Reasonable control of API costs is the key challenge in multi-model applications. claude-worker-proxy provides the following solution:

Cost Control Strategies:

  1. Intelligent Routing::
    • Choosing the right pricing model based on task complexity
    • Simple queries use less costly models
  2. centralized management::
    • Unified management of all API keys via proxy
    • Facilitates monitoring of the use of each model
  3. Quota optimization::
    • Utilizing free credits for different models
    • Automatic switching to alternate models when credits are exhausted

Specific implementation:

  • Creating a model using a prioritized list
  • Setting up cost-based request routing rules
  • Realization of automated monitoring and alarm mechanisms

Caveats:

  • Pricing models may differ across models (per token/per request)
  • Need to switch or stop in time when free credits are exhausted
  • Cloudflare Workers themselves have restrictions on their usage

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