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 AMD MI300X
needs 185 GB VRAM
Self-host monthly
$1,404
24/7 on cheapest provider
API pricing — cheapest first
Monthly bill at 30,000,000 input + 15,000,000 output tokens.
| Provider | $/M in | $/M out | Monthly | vs self-host | |
|---|---|---|---|---|---|
| $1.2 | $1.2 | $54.0 | −$1,350.0 | Open → |
Self-host on AMD AMD MI300X
Cheapest fitting GPU for Qwen2.5 72B Instruct Turbo at FP16. Live at TensorWave at $1.95/hr → $1,404/month at 24/7 utilisation.