Cut Your AI API Bill by 60%: Token Saving Secrets

Most AI API budgets bleed out in three places: bloated prompts, over-powered models for simple tasks, and zero caching. This post breaks down three actionable cost-cutting moves with real numbers. Routing classification tasks to Haiku 4.5 or GPT-5.4-mini instead of flagship models cuts cost by up to 90%. A 30% cache hit rate can shave a significant chunk off your monthly bill. The key is having the flexibility to switch models freely based on task complexity. XycAi gives you a single API endpoint to access 200+ models — including DeepSeek V3, GLM-5.2, Qwen 3, and more — so you can optimize routing without juggling multiple providers.