Methodology
Changelog
A methodology version changes when the eligible universe, hardware panel, admission rules, normalization, or aggregation changes. Market price movement alone does not create a release.
dense-bf16-v1.1.3
Oct 29Method- A direct cloud's posted price keeps voting for a product for up to 6 hours after that provider last had a counted in-stock vote for it. The price is always the provider's current posted price; if the provider stops posting one, the vote is gone.
- Marketplaces, aggregators, and bid sources never get sold-out votes.
- A product round needs at least one in-stock vote. Every round shows how many of its counted votes were in stock and how many were sold out.
- Round identity now pins four independent version streams: hardware registry, product panel, provider universe, and voting policy. Each stream's content is hashed and checked in. Versions only move forward: a correction is published as a new version, and no published round or receipt is revised.
- H100 PCIe throughput now cites NVIDIA's H100 architecture whitepaper; the 756.5 value is unchanged (hardware registry dense-bf16-v0.6.1).
- Panel, vote and collector thresholds, and unit are unchanged; adds a one in-stock vote quorum test. Not a level break. Old rounds and receipts remain unchanged.
dense-bf16-v1.1.2
Oct 15Method- Added E2E Networks, QuantaCloud, and SimplePod to the provider universe.
- E2E Networks owns Jarvis Labs. When both quote a product, only E2E Networks counts.
- SimplePod votes only when a product clears the marketplace floor of five machines on three hosts.
- Panel, quorum, and unit are unchanged. Old rounds and receipts remain unchanged.
dense-bf16-v1.1.1
Oct 14Method- Added Prime Intellect to the provider universe. Only offers whose upstream supplier is verified can vote; Nebius is the only new supplier.
- Counted the GPU list price only for Prime Intellect; separately billed disk, vCPU, and memory are excluded, as for every provider.
- Panel, quorum, and unit are unchanged. Old rounds and receipts remain unchanged.
dense-bf16-v1.1.0
Oct 5Method- Added H200 SXM5 and L40 PCIe to the canonical panel of nine products.
- Changed composite quorum from six of seven to seven of nine valid products.
- Admitted verified eight-GPU H200 SXM5 node-hour prices only; no second per-GPU division.
- Marked the unadjusted USD per dense BF16 PFLOP-hour level break. Old rounds and receipts remain unchanged.
dense-bf16-v1.0.1
Sep 21Method- Raised product quorum to at least three independent supply votes from three distinct collecting providers.
- Limited retained product rounds to composites with the same complete publication identity.
- Prevented composites from mixing methodology versions.
dense-bf16-v1.0.0
Sep 21Valid- Separated product publication from composite publication.
- Allowed the composite to publish with six of seven valid, non-stale products.
- Added a 1,800-second product staleness limit and explicit fresh, retained, missing, and stale states.
- Published exact product round references and counted supply votes with every composite.
dense-bf16-v0.11.2-candidate
Sep 21Candidate- Separated methodology, eligibility, source, and receipt policy identities from the hardware registry.
- Applied provider-specific freshness limits across canonical, expanded-panel, and coverage calculations.
- Recorded each provider’s mapping, voting, and source policy in calculation selection.