Data quality & trust
GPUVerse distinguishes what it observed from a source, what it derived by computation, what it curated as qualitative reference, and what is simply unknown. Every number below is counted from the live catalog — none is estimated.
Overview
- Catalogs
- 12
- Total entities
- 224
- Observed
- 203
- Curated
- 21
- Unknown (empty)
- 0
- Derived
- VRAM (per model)
Derived values (e.g. model VRAM) are computed per-entity from observed inputs and labelled DERIVED on their own pages rather than counted as a separate catalog.
By catalog
| Catalog | Entities | Trust | Freshness |
|---|---|---|---|
| GPUs | 112 | Observed | n/a |
| Providers | 16 | Observed | n/a |
| Models | 0 | Observed | fresh 0 fresh |
| Regions | 67 | Observed | stale 67 stale |
| Frameworks | 0 | Observed | fresh 0 fresh |
| Compliance | 5 | Observed | n/a |
| Interconnects | 3 | Observed | n/a |
| Workloads | 11 | Curated | n/a |
| Networking | 6 | Curated | n/a |
| Storage | 3 | Curated | n/a |
| Architectures | 1 | Curated | n/a |
| Benchmarks | 0 | Unknown | n/a |
Freshness
From the backend freshness contract — not recomputed hereRegions are sourced from provider pages on a 24-hour window; all 67 current region records are past that window (stale), so they are shown with a stale marker rather than as current. Model and framework records are within their windows (fresh). GPUs and providers carry a last-verified timestamp on their own pages.
Known data gaps
Shown as unknown, never invented- Benchmark measurementsNo credible benchmark has been ingested; measured performance is unknown.0 of 0
- Region geographySome regions' source does not provide a geography; it is not inferred.18 of 67
- Compliance issuer / scope / validityOnly the certification name is sourced from provider declarations.5 of 5
- Interconnect bandwidth / latencyNumeric interconnect specs are not sourced; only qualitative suitability is.3 of 3