StandardsCore HBF
Field overview · reviewed 16 August 2026
High Bandwidth Flash
High Bandwidth Flash (HBF) is an emerging class of high-capacity NAND memory designed to sit closer to AI compute than conventional storage. This wiki indexes the public standards, research, industry activity, and reporting needed to evaluate it.
Scope note: standards-track HBF is kept distinct from research proposals and adjacent high-bandwidth SSD or NAND systems.
Field status / 01
Current public record
A concise view of what can be traced to a public source. Values are announcements, not independent device measurements.
FieldCurrent public recordStatusSource
Working definitionA capacity-first flash memory tier placed close to AI computePublic framingRecord ↗
Confirmed publicly
- Sandisk and SK hynix are co-developing an OCP specification.
- UCIe is named as the host-facing interface.
- Three bandwidth grades and two stack heights are announced.
Still unresolved publicly
- A stable, openly retrievable specification package.
- Measured latency, endurance, power, and silicon bandwidth.
- Product names, pricing, availability, and software policy.
Catalog updates / 02
Recently indexed
StandardsAdjacent technology
ONFI 6.0 defines the underlying NAND interface layer
IndustryAdjacent technology
GPUDirect Storage provides the adjacent software data path
ResearchHBF research
HBF use cases expand beyond a single model copy
ResearchHBF research
A full-stack study draws a sharp boundary around HBF
StandardsCore HBF