Research
Provider-price research notes and break-even models for AI workload economics, prompt caching, GPU utilization, and provider routing.
Break-even model
When self-hosting beats API pricing
A provider-price break-even model comparing dedicated H100 monthly cost against frontier APIs and low-cost open-model API lanes.
Utilization decidesOpen
Cache economics
The cache-heavy workload model
How prompt caching changes the economics of document processing, coding agents, support drafts, research workflows, and repeated tool use.
Cache hits change the routeOpen