Trovald Blog

Insights on LLM costs, routing strategies, and AI infrastructure optimization.

API Gateway Pricing Breakdown: What You're Really Paying for LLM Inference

A detailed breakdown of API gateway costs for LLM inference. Compare AWS, Azure, and GCP pricing, understand hidden fees, and learn strategies to cut your AI API bill by 30-60%.

14 min read

How Intelligent Model Routing Cuts LLM Costs by 30-60%

Learn how AI model routing classifies requests by complexity and sends them to the cheapest capable model. Practical strategies, routing architectures, and real-world cost savings.

11 min read

Semantic Caching for LLM APIs: A Practical Guide

How to implement semantic caching for LLM API responses. Covers exact match vs vector similarity, cache hit rates, TTL strategies, and how to cut 15-25% of your AI API costs.

12 min read