KotaML — Archived 2025 AI Inference Economics Research Project

A research project on how workload shape, latency, and execution determine AI costs and margins.

A research project on how workload shape, latency, and execution determine AI costs and margins.

How workload, features, and infrastructure shape the economics of AI.

A map of the infrastructure layers that emerge as AI systems scale.

Datasets for token pricing, workload cost, inference cost, and margin.