Local LLM on NVIDIA GPU vs Cloud API: A Real Cost Analysis "The cheapest API call is the one you never make." Every AI startup faces this question: should we run inference locally on GPUs, or use cloud APIs? The answer depends on your workload, your data sensitivity, and your scale.
We've been running both. For 30 days, we tracked every cost — hardware amortization, electricity, API fees, and