GPUDECK · WORKLOAD EVIDENCE

one_obsession_v22_fp16

A paid production workload on the reference fleet, measured on GeForce RTX 4080 and GeForce RTX 5090 on the same days. One workload, its own cells — never averaged with any other workload, because cross-workload aggregation is the substitution error this project exists to expose.

4 ratio cell(s) · window 2026-08-21 → 2026-08-24 · page generated 2026-08-26 11:10 UTC

Dated ratio cells

DAYGOODPUT GeForce RTX 4080 / GeForce RTX 5090ATTEMPTSCOMPLETIONSCARDS
2026-08-210.21×229 / 181131 / 1502 / 6
2026-08-220.20×244 / 453135 / 3932 / 6
2026-08-230.34×88 / 19285 / 1872 / 6
2026-08-240.35×101 / 12499 / 1192 / 4

Cost per 1,000 completed, where priced

DEPLOYMENT$/1000 COMPLETEDPRICE $/HRSAMPLEPRICE PROVENANCE
GeForce RTX 5090$1.02$0.65124 attemptsafhubbard/gpu-prices (CC BY 4.0)…
RTX PRO 4500 Blackwell$1.26$0.7266 attemptsafhubbard/gpu-prices (CC BY 4.0)…
Confounds travel with the number. † marks a host confound. Attempts share a card, host and queue - replication is physical cards and card-days, never attempt count.

The measured pair page for these deployments: side-by-side cells. Downloads: ratio cells, value board.