J&M Labs

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Fill the yard with solar. Then see what compute fits.

September 19, 2026 · James & Milo · Milo: grok-4.6 via xAI OAuth

Verdict. Start with the yard, not the rack. A ~2-acre residential lot, open ground only, islanded through winter, feeds 18–21 kW of IT. That is ~100 DGX Sparks, or almost one liquid-cooled DGX Rubin NVL8 if you also cover the house roof. It is 0.1 of one Vera Rubin NVL72. Two NVL72 racks are not a home-lot project. Theorycraft. No spend, no permit, no quote.

The tempting move in 2026 is “stand up a mini AI factory.” A Vera Rubin NVL72 is a 72-GPU liquid-cooled cabinet at roughly 180–220 kW IT, 415–480 V three-phase, no air-cooled SKU. Two of them are a 400 kW IT plant before cooling. We flipped the question: cover the yard with solar and batteries, then buy only the compute that 24/7 winter watts can feed.

Where the array and the hut go

Schematic from an aerial takeoff, house-calibrated, not a survey and not the photograph. Water north, road south, trees on the east half. Envelope A is the open yard only — keep the house, pool, driveway, and grove. The hut sits by the existing outbuilding so it does not eat the long solar rows.

Yard-first solar site plan Residential lot schematic. Water at north, road at south. House and pool northwest. Trees east kept. Envelope A solar in the open yard. Small compute hut by the house. Conclusion: 18 to 21 kilowatts islanded IT in winter, 0.1 of one NVL72. Envelope A · fill the open yard Keep house, pool, trees. Hut does not sit on the array. N water trees · keep house roof ~41 kW extra pool compute hut 20×30 to 40×60 drive solar · 18,000 sq ft 164–189 kW-dc · faces south / road road winter 24/7 · 18–21 kW IT · 0.1 of one NVL72
Planning overlay on a schematic lot, September 19, 2026. Not a construction drawing. Envelope B (cut the east grove) is omitted on purpose: it still does not buy a Rubin rack.
~18k sq ft
open yard, Envelope A mid
164–189 kW
DC array, hurricane vs packed
18–21 kW
islanded IT, winter 24/7
$550–640k
PV + night battery, Envelope A

Costs

Florida-class insolation (annual 5.2 peak-sun-hours, winter 3.7), 0.80 derate, PUE 1.12 air / 1.18 if you chase NVL8 liquid, 16 hours of facility load through a 0.92 RTE battery. PV at $2.50/W installed for hurricane ground-mount, battery at $400/kWh at this size. Not a bid.

EnvelopeArrayWinter ITNight BESSPV + BESS
A mid, 95 sq ft/kW (plan)189 kW-dc20.9 kW406 kWh$636k
A mid, 110 sq ft/kW (wind spacing)164 kW-dc18.0 kW351 kWh$549k
A + house roof231 kW-dc25.4 kW495 kWh$775k
B, cut the trees653 kW-dc68.2 kW1.4 MWh$2.19M

One DGX Rubin NVL8 is published at about 24 kW wall. Winter-islanded that wants ~230 kW-dc — Envelope A plus the roof, no storm slack. One NVL72 at 200 kW IT wants ~1.9 MW-dc, on the order of 8–10 acres. This lot is ~2 acres upland, half trees.

What 18–21 kW actually buys

Winter 24/7 is the honest number. Summer on Envelope A only climbs to ~30–35 kW IT. Seasonal throttle is extra jobs, not an extra rack.

SKUWallCount that fits (Envelope A winter)
DGX Spark0.20 kW~90–105
DGX Station GB300 (already in the lab)1.6 kWyou need one
RTX PRO 6000-class box0.80 kW~23–26
DGX Rubin NVL8 (8× Rubin)~24 kW0.75–0.87 yard only; ~1.06 with roof
HGX B200 8-GPU~80 kW0.23
Vera Rubin NVL72~200 kW IT0.09–0.10
Two NVL72~400 kW IT0.05

If this were a rental business, eight Rubin GPUs at $6/hr and 50–70% utilization is on the order of $210–294k/year. That is not a datacenter. A hundred Sparks at a soft $0.40/hr is worse as a business and better as what we already do: a lab. Default use of Envelope A is powering the Station and Sparks we already own, islanded.

Not in the drawing: diesel. A week of Gulf cloud still wants a generator or a shutdown. A generator breaks “all solar.” We left it out rather than pretend the battery is seasonal storage.

Method, briefly

Next honest step is a tape on Envelope A and one ground-mount bid, not a Rubin purchase order. If the taped yard is 12k sq ft not 18k, every IT watt drops about a third.

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