High Bandwidth Flash (HBF) Specification: SK Hynix and Sandisk FMS 2026 Announcement
High Bandwidth Flash (HBF) is a new NAND based memory tier that bridges HBM and SSDs, using TSV stacking to deliver up to 3.0 TB/s bandwidth and 512 GB capacity per module for AI inference.
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High Bandwidth Flash (HBF) is a new NAND based memory tier that bridges HBM and SSDs, using TSV stacking to deliver up to 3.0 TB/s bandwidth and 512 GB capacity per module for AI inference.
What is High Bandwidth Flash (HBF), what standard specifications were released by SK Hynix and Sandisk at the Future of Memory and Storage 2HBF (High Bandwidth Flash) specification overview as announced at the Future of Memory and Storage 2026 conference.
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Create a landscape editorial hero image for this Studio Global article: What is High Bandwidth Flash (HBF), what standard specifications were released by SK Hynix and Sandisk at the Future of Memory and Storage 2. Article summary: ## What Is High Bandwidth Flash (HBF). Topic tags: general, general web, user generated. Style: premium digital editorial illustration, source-backed research mood, clean composition, high detail, modern web publication hero. Use reference image context only for broad subject, composition, and topical grounding; do not copy the exact image. Avoid: logos, brand marks, copyrighted characters, real person likenesses, fake screenshots, UI text, readable text, watermarks, charts with fake numbers, clickbait thumbnails, icons, and tiny thumbnail layouts. Make it useful as an illustrative visual, not as factual evidence.
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What Is High Bandwidth Flash (HBF)
High Bandwidth Flash (HBF) is a new memory tier that sits between high-bandwidth DRAM (HBM) and conventional SSD storage . It uses vertically stacked NAND flash dies with through-silicon vias (TSV) — similar to how HBM stacks DRAM — to deliver HBM-like bandwidth at NAND-like capacities and cost . The technology is designed primarily for AI inference workloads, where large model weights need to be moved quickly from persistent storage into compute without being bottlenecked by PCIe or SSD latency .
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What is the short answer to "High Bandwidth Flash (HBF) Specification: SK Hynix and Sandisk FMS 2026 Announcement"?
High Bandwidth Flash (HBF) is a new NAND based memory tier that bridges HBM and SSDs, using TSV stacking to deliver up to 3.0 TB/s bandwidth and 512 GB capacity per module for AI inference.
High Bandwidth Flash (HBF) Specification: SK Hynix and Sandisk FMS 2026 Announcement
High Bandwidth Flash (HBF) is a new NAND based memory tier that bridges HBM and SSDs, using TSV stacking to deliver up to 3.0 TB/s bandwidth and 512 GB capacity per module for AI inference.
Published byEdited with DeepSeek-V4-FlashImages generated with GPT Image 1.5
High Bandwidth Flash (HBF) is a new NAND based memory tier that bridges HBM and SSDs, using TSV stacking to deliver up to 3.0 TB/s bandwidth and 512 GB capacity per module for AI inference.
What is High Bandwidth Flash (HBF), what standard specifications were released by SK Hynix and Sandisk at the Future of Memory and Storage 2HBF (High Bandwidth Flash) specification overview as announced at the Future of Memory and Storage 2026 conference.
AI Prompt
Create a landscape editorial hero image for this Studio Global article: What is High Bandwidth Flash (HBF), what standard specifications were released by SK Hynix and Sandisk at the Future of Memory and Storage 2. Article summary: ## What Is High Bandwidth Flash (HBF). Topic tags: general, general web, user generated. Style: premium digital editorial illustration, source-backed research mood, clean composition, high detail, modern web publication hero. Use reference image context only for broad subject, composition, and topical grounding; do not copy the exact image. Avoid: logos, brand marks, copyrighted characters, real person likenesses, fake screenshots, UI text, readable text, watermarks, charts with fake numbers, clickbait thumbnails, icons, and tiny thumbnail layouts. Make it useful as an illustrative visual, not as factual evidence.
openai.com
What Is High Bandwidth Flash (HBF)
High Bandwidth Flash (HBF) is a new memory tier that sits between high-bandwidth DRAM (HBM) and conventional SSD storage . It uses vertically stacked NAND flash dies with through-silicon vias (TSV) — similar to how HBM stacks DRAM — to deliver HBM-like bandwidth at NAND-like capacities and cost . The technology is designed primarily for AI inference workloads, where large model weights need to be moved quickly from persistent storage into compute without being bottlenecked by PCIe or SSD latency .
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Continue your research
This page includes a source-backed answer you can continue inside Studio Global.
What is the short answer to "High Bandwidth Flash (HBF) Specification: SK Hynix and Sandisk FMS 2026 Announcement"?
High Bandwidth Flash (HBF) is a new NAND based memory tier that bridges HBM and SSDs, using TSV stacking to deliver up to 3.0 TB/s bandwidth and 512 GB capacity per module for AI inference.
On August 4, 2026, at the Future of Memory and Storage (FMS) conference in Santa Clara, SK hynix and Sandisk published the first official HBF technical specification through the Open Compute Project (OCP) . Key highlights:
The specification is open and royalty-free to drive broad industry adoption .
It builds on the HBF consortium workstream that began in February 2026, itself following an MOU signed in August 2025 .
Technical Details
Stack Configurations and Capacity
NAND stacks: 8-high and 16-high configurations .
Maximum capacity per module: up to 512 GB .
First-generation modules (Sandisk) use a 16-high stack .
Bandwidth Grades
The spec defines three performance grades :
Grade
Read Bandwidth
Entry
~0.4 TB/s
Mid
~1.6 TB/s
High
~3.0 TB/s
Sandisk has stated its first-generation HBF will target read bandwidth up to 1.6 TB/s, roughly equivalent to one HBM4 stack but at approximately 10x the capacity .
Interconnect
The standard uses a parallel, high-speed memory bus directly connected to the GPU/accelerator, similar to the HBM interface, rather than a PCIe/NVMe storage protocol .
Physical and electrical specifications are published under the OCP open hardware framework .
Consortium and Industry Partners
The HBF consortium is led by SK hynix and Sandisk. Two major industry players have publicly joined:
Google — joined to support the ecosystem .
Tenstorrent — the AI chip startup also joined the alliance during the standardization process .
Additional participants have not been officially named, but Samsung is reported to be developing its own HBF technology (see competitive landscape).
Commercialization Timeline
HBF memory samples: expected in the second half of 2026 from Sandisk .
First AI inference devices using HBF: expected to begin sampling in early 2027.
Mass production target: SanDisk is planning a pilot production line by H2 2026, with volume production in 2027 .
The FMS announcement did not update the product schedule; these timelines remain from prior company guidance .
Competitive Landscape
The HBF space is emerging, with three distinct approaches:
5 TB module / 64 GB/s bandwidth ; roadmap to 100M IOPS
GP Series SSDs from Q3 2026; 100M IOPS by 2027
Different architecture — still a PCIe-attached SSD, not a memory-bus device; developed at Nvidia's request
Nvidia
Not developing HBF directly, but acting as the key qualification gate and customer
N/A
Working with Kioxia on ultra-fast SSDs; evaluating Samsung's HBF for future GPUs
Nvidia is the critical certification gate for any HBF product to reach the GPU ecosystem
Key differences between the approaches
Architecture gap: HBF (SK hynix/Sandisk and Samsung) connects NAND directly to the GPU memory bus via TSV stacking — achieving 1.6+ TB/s bandwidth, rivaling HBM. Kioxia's approach keeps the NAND on PCIe, yielding ~64 GB/s bandwidth — far lower, but with higher capacity per module (5 TB) and much simpler integration .
Open vs. proprietary: The SK hynix/Sandisk spec is open via OCP. Samsung and Kioxia are pursuing proprietary designs.
Timing: The consortium is approximately 12–18 months ahead of Samsung's publicly stated timeline; Kioxia's GP Series SSDs are closer to production but serve a different performance tier.
On August 4, 2026, at the Future of Memory and Storage (FMS) conference in Santa Clara, SK hynix and Sandisk published the first official HBF technical specification through the Open Compute Project (OCP) . Key highlights:
The specification is open and royalty-free to drive broad industry adoption .
It builds on the HBF consortium workstream that began in February 2026, itself following an MOU signed in August 2025 .
Technical Details
Stack Configurations and Capacity
NAND stacks: 8-high and 16-high configurations .
Maximum capacity per module: up to 512 GB .
First-generation modules (Sandisk) use a 16-high stack .
Bandwidth Grades
The spec defines three performance grades :
Grade
Read Bandwidth
Entry
~0.4 TB/s
Mid
~1.6 TB/s
High
~3.0 TB/s
Sandisk has stated its first-generation HBF will target read bandwidth up to 1.6 TB/s, roughly equivalent to one HBM4 stack but at approximately 10x the capacity .
Interconnect
The standard uses a parallel, high-speed memory bus directly connected to the GPU/accelerator, similar to the HBM interface, rather than a PCIe/NVMe storage protocol .
Physical and electrical specifications are published under the OCP open hardware framework .
Consortium and Industry Partners
The HBF consortium is led by SK hynix and Sandisk. Two major industry players have publicly joined:
Google — joined to support the ecosystem .
Tenstorrent — the AI chip startup also joined the alliance during the standardization process .
Additional participants have not been officially named, but Samsung is reported to be developing its own HBF technology (see competitive landscape).
Commercialization Timeline
HBF memory samples: expected in the second half of 2026 from Sandisk .
First AI inference devices using HBF: expected to begin sampling in early 2027.
Mass production target: SanDisk is planning a pilot production line by H2 2026, with volume production in 2027 .
The FMS announcement did not update the product schedule; these timelines remain from prior company guidance .
Competitive Landscape
The HBF space is emerging, with three distinct approaches:
5 TB module / 64 GB/s bandwidth ; roadmap to 100M IOPS
GP Series SSDs from Q3 2026; 100M IOPS by 2027
Different architecture — still a PCIe-attached SSD, not a memory-bus device; developed at Nvidia's request
Nvidia
Not developing HBF directly, but acting as the key qualification gate and customer
N/A
Working with Kioxia on ultra-fast SSDs; evaluating Samsung's HBF for future GPUs
Nvidia is the critical certification gate for any HBF product to reach the GPU ecosystem
Key differences between the approaches
Architecture gap: HBF (SK hynix/Sandisk and Samsung) connects NAND directly to the GPU memory bus via TSV stacking — achieving 1.6+ TB/s bandwidth, rivaling HBM. Kioxia's approach keeps the NAND on PCIe, yielding ~64 GB/s bandwidth — far lower, but with higher capacity per module (5 TB) and much simpler integration .
Open vs. proprietary: The SK hynix/Sandisk spec is open via OCP. Samsung and Kioxia are pursuing proprietary designs.
Timing: The consortium is approximately 12–18 months ahead of Samsung's publicly stated timeline; Kioxia's GP Series SSDs are closer to production but serve a different performance tier.