Docs
Market structure & provider lanes
Live panels mix three supply archetypes on one schema. Rankings are most actionable within a lane. Cross-lane sorts are a price-band view, not interchangeable inventory.
| Lane | Examples (non-exhaustive) | Row grain | Signal strength for PIS/TRAC |
|---|---|---|---|
| P2P host | Vast machines, Akash nodes | Individual host / offer | Strongest discrimination (verification, continuity, execution-risk signals) |
| Macro catalog | RunPod GPU-type catalogs | Catalog SKU / type | Stability + price-band signal |
| Regional managed | Lambda, Crusoe, Paperspace, TensorDock, Verda, Jarvislabs | Managed regional SKU | Capacity / catalog economics; often less PIS variance |
Routing rules
- Prefer within-lane comparison when selecting execution inventory.
- Treat cross-lane TRAC sorts as panel economics, not “same risk class.”
- P2P is the default demo lane for integrity gating; managed lanes often cluster above the gate.