If your GPUs earn by completing work — Sogni and other job-settled inference and render networks — the money leaks in ways your dashboard calls healthy. GPUDeck is the control plane that catches it: built by an operator, running nightly on a real production fleet.
Most ops tools ask you to take their word for it. GPUDeck runs on our production fleet and the results are published as a dated, checksummed, citable record — including the days it looks bad. That record is the standard GPUDeck holds its own fleet to — and the standard we propose for customer fleets. No outside fleet has run the deck yet, so it is a proposal until the first one does. It is not a price comparison site, and it does not pretend to cover the market: it covers one fleet, measured honestly, plus the 5 rental sources we have a documented right to republish. Across our last 8 archived snapshots our cards finished 83–96% of the work they started — observed non-completion, not a claim about how much of it we can fix. See the record →
Who this is not for, yet. GPUDeck is for fleets paid for completed work. If you rent your cards out by the hour, or you mine, your earning loop is a different one — you are paid for delivered availability, and whether your renter’s job finished is neither yours to lose nor yours to inspect; a miner is paid per accepted share. We do not measure those loops, so we do not sell to them. That boundary moves when the measurement does, not before.
How the measurement works →RENTAL RATE × GPU-HOURS ÷ COMPLETED RENDERS
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USD PER 1,000 COMPLETED RENDERS — SAME CARD, SAME RATE
$1.45 — $87.47
60× SPREAD ACROSS 20 WORKLOADS / SAME CARD, SAME APPLIED TARIFF
RTX 5090 at one published rate · cheapest dark_beast_z_image_turbo_v9_bf16 · dearest minimax-h3-fl2va-fp8_i2v
CELLS OBSERVED 2026-08-29 · 11 cell(s) under 30 attempts excluded · 7-DAY PRICE WINDOW
BUILT BY AN OPERATOR · YOUR MACHINES, YOUR KEYS · NO AGENT PHONING HOME · NO SPONSORS