GPU-cloud customers using K8s for inference vs Slurm for training
~90% K8s / ~50% Slurmobserved
| Value kind | observed — Reported measurements, counts, and specifications keep the precision and scope stated by their source; an exact specification is not treated as a range. |
|---|---|
| Scope | SemiAnalysis customer observation relayed by CoreWeave in April 2025; population, selection method and overlap are not specified. Not a worldwide scheduler census. |
| As of | 2025-04-10 |
| Source | CoreWeave, “CoreWeave Ranks as #1 AI Cloud,” 10 April 2025; distinct inference and training customer observations. |
| Review | checking…review by 2026-09-30 · standard cadence |
| Recorded changes | last 2026-09-16 · 3 revisions tracked |
| Claim id | gpu-cloud-customers-using-k8s-for-inference-vs |
Where the guide uses it
← Full numbers register — every date-stamped figure in the guide, with revision history.