Skip to main content

Showing posts from Cost-optimization category

Cost levers alongside the break-even point where self-hosted inference beats API pricing

GPU Inference on a Budget: Optimizing Costs for Self-Hosted Models

Once your AI application reaches sufficient scale, the math on self-hosted model inference often sta...

Quality-aware router directing requests to cache, small model, or frontier model to reduce spend

LLM Inference Cost Optimization: A CTO Playbook

Where inference spend really comes from The most durable way to reduce LLM inference cost is to unde...

Waterfall chart reducing monthly spend from $42k to $16k through routing, caching, prompts and batching

Reducing LLM Inference Costs by 60%: A Case Study

When a B2B SaaS company came to us, their AI features were a success story — too successful. Their m...