Unverified50% confidenceFactExact time
Steady-state utilization refers to the average GPU occupancy of a cluster over consecutive weeks or even months, rather than instantaneous occupancy at a peak moment.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOn data at the scale of one billion rows, saving 1 nanosecond per day-of-week calculation translates to approximately 1 second of query time saved.68% similarUnverifiedConsumption is the least controllable variable: at 20 PRs per month the runway is 11.1 months, at 40 PRs it is 5.6 months, and at 80 PRs it is only 2.8 months.67% similarUnverifiedThe GPU break-even years equals the break-even hours divided by (hours per day × days per week × 52 ÷ 7).67% similarUnverifiedIt is recommended that teams export at least 90 days of GPU utilization time series with Prometheus or DCGM and use the P50 and P90 quantiles to verify whether the 65% threshold is stably exceeded.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1045730API
curl https://kongchang.com/api/v1/knowledge/claims/1045730MCP
get_claim(id=1045730)