NVIDIA’s over-100× compute example for an exceptionally challenging query
Over 100× compute in a challenging-query exampleestimate
| Value kind | estimate — Interpret this value according to its displayed kind, scope, source, and as-of date. |
|---|---|
| Scope | NVIDIA’s exceptionally challenging-query illustration. An open-ended verbal example is not an exact 100× interval, a tokens/query measure or a fleet multiplier. |
| As of | 2025-02-12 |
| Source | NVIDIA, How Scaling Laws Drive Smarter, More Powerful AI, 12 February 2025. · AI scaling-laws article, test-time scaling discussion |
| Review | checking…review by 2026-11-23 · standard cadence |
| Recorded changes | last 2026-09-16 · 5 revisions tracked |
| Claim id | more-tokens-per-query-for-reasoning-test-time |
Where the guide uses it
← Full numbers register — every date-stamped figure in the guide, with revision history.