GPU cloud
Sizing, pricing and operating rented GPU pods for inference and fine-tuning: VRAM, throughput, per-minute billing.
2 published guides · Written by FastInfra · Figures update from the live catalog · RSS feed
Per-minute GPU billing: what a rented GPU pod really costs and how to keep idle time near zero
Per-minute GPU billing explained: how hourly rates become monthly cost, where idle time hides, stop vs terminate, and a break-even against per-token APIs.
How much VRAM do you need to run an LLM? A sizing guide with the actual arithmetic
How much VRAM to run an LLM: weights at fp16 vs int4, the KV cache per token, batch and context overhead, a per-model-size table and which GPU pod fits.