Break-even index / RTX 4090 / DeepSeek V4 Flash / Nebraska

Will a New RTX 4090 build beat DeepSeek V4 Flash in Nebraska?

The verdict
RENT

On cost alone, this never pays off — the cloud bill ($3.15/mo) is at or below your electricity bill ($6.23/mo). Buy it for sovereignty, not savings.

How to read it: OWN — the rig pays for itself inside 18 months. HYBRID — break-even lands between 18 and 36 months; real, but slow. RENT — it never pays off before the hardware is due for replacement. Every formula and threshold is public on the methodology page.

The numbers

Build cost (New RTX 4090 build)$2,300 ($2,000–$2,600)
Hardware amortized (3 yr)$63.89/mo
Electricity in Nebraska ($0.117/kWh)$6.23/mo (53.25 kWh)
Local total cost of ownership$70.12/mo
DeepSeek V4 Flash at the same usage$3.15/mo
Break-evennever — the cloud bill is below the electricity bill

Assumes the "coding assistant" preset: ~15M tokens/month, 3 h/day active, 5 h/day idle. DeepSeek V4 Flash priced at $0.14/M in, $0.28/M out (verified 2026-07-05). Rig ceiling: 70B at Q4, faster prompt processing. Jargon: VRAM is the GPU memory that decides which models fit; Q4 is 4-bit quantization — a smaller, faster copy of a model with a slight quality cost.

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