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
NVIDIA Quadro P2200
needs 5 GB VRAM
Self-host monthly
$27
24/7 on cheapest provider
Self-host on NVIDIA Quadro P2200
Cheapest fitting GPU for Gemma 2B It at FP16. Live at Clore.ai at $0.038/hr → $27/month at 24/7 utilisation.
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