Tool · Run a model
Self-host vs API — at what volume does renting a GPU win?
Open-weight models can run on rented GPUs (~$1–$4/hr for an A100 / H100) or via per-token APIs. Plug in your numbers; we'll show the breakeven curve.
Monthly input tokens
30,000,000
@ 1,000,000/day
Monthly output tokens
15,000,000
@ 500,000/day
Self-host GPU
AMD MI325
needs 255 GB VRAM
Self-host monthly
—
24/7 on cheapest provider
Self-host on AMD MI325
Cheapest fitting GPU for Llama 4 Scout 17B 16E Instruct Fp8 Lora at FP16.