GPUDECK · WORKLOAD EVIDENCE

dark_beast_krea2_identity_edit_v1_2

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
2026-08-210.46×120 / 390118 / 3752 / 6
2026-08-220.44×177 / 518169 / 5032 / 6
2026-08-230.43×131 / 417123 / 4022 / 6
2026-08-240.44×144 / 58133 / 552 / 6

Cost per 1,000 completed, where priced

DEPLOYMENT$/1000 COMPLETEDPRICE $/HRSAMPLEPRICE PROVENANCE
GeForce RTX 5090$5.63$0.65281 attemptsafhubbard/gpu-prices (CC BY 4.0)…
RTX PRO 4500 Blackwell$10.71$0.72111 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.