Total Cost of Inference
Token Cost Accounting Across Inference Stack Layers
Breaking down token costs reveals four stack layers where savings hide beyond the sticker price.
Priya Subramaniam
· 14 min read
The Burn Layer — Page 4
Total Cost of Inference
NVMe Storage Costs vs. GPU Memory for Inference Offloading
Wafer shortages are making NVMe storage nearly as expensive as GPU memory for inference.
Priya Subramaniam12 min read
Total Cost of Inference
KV Cache Storage Cost in Long-Context Serving
KV cache size follows a formula that infrastructure teams can measure and control.
Priya Subramaniam11 min read
Features
CapEx vs. OpEx Models for AI Infrastructure at Startups vs. Enterprises
Hyperscalers' trillion-dollar buildout reshapes whether startups should rent or own AI hardware.
Celeste Oforiwaa11 min read
