Investing in the Next Memory Cycle: HBF, SanDisk, and the Fab Five
Mar 25, 2026
They dig into High-Bandwidth Flash and whether it competes with HBM or creates a new memory tier. The conversation covers BiCS 3D NAND, wafer bonding, and 16-chip stacks. They map where HBF sits in the memory hierarchy and debate timelines for samples and revenue. They also spotlight semiconductor supply-chain plays as indirect ways to benefit from the next memory cycle.
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Where NAND Flash Fits In The Memory Hierarchy
NAND flash sits in long-term non-volatile storage, trading capacity for lower speed compared with on-chip SRAM and DRAM.
Nicholas Rossolillo explains NAND replaces HDDs for high-capacity storage and fits at the far right of the memory hierarchy, behind HBM and DRAM.
insights INSIGHT
HBF Creates A New Intermediate Memory Tier
High-Bandwidth Flash (HBF) aims to sit between HBM and traditional NAND by increasing bandwidth while retaining much higher capacity than DRAM.
Casey and Nicholas frame HBF as an intermediate tier optimized to bring more data closer to GPUs for AI inference.
insights INSIGHT
How SanDisk Builds HBF Stacks
SanDisk and Kioxia use BiCS 3D NAND and CBA wafer bonding to build up to 16-chip HBF stacks with a logic die at the base.
Nicholas describes HBF stacks as pancake-like cubes co-packaged next to GPUs similar in form factor to HBM.
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Is High-Bandwidth Flash (HBF) a direct competitor to HBM, or something entirely new? In this episode, we break down the technology of High-Bandwidth Flash (HBF) and its role in solving the "memory wall" for AI inference.<br>We explore how HBF fits into the existing memory hierarchy—sitting between HBM and traditional NAND flash—to provide high capacity and increased speed for the next generation of AI data centers. We also discuss the technical side of the SanDisk and Kioxia partnership, including BiCS technology and CBA wafer bonding, and when investors can expect this technology to actually hit the bottom line.<br>Join us on Discord with Semiconductor Insider, sign up on our website: www.chipstockinvestor.com/membership<br>Supercharge your analysis with AI! Get 15% of your membership with our special link here: https://fiscal.ai/csi/
<br>Sign Up For Our Newsletter: https://mailchi.mp/b1228c12f284/sign-up-landing-page-short-form<br>Chapters:01:17 – The NAND Market: Key Players (Micron, Samsung, SK hynix) 02:10 – What is NAND Flash? Memory vs. Storage 02:50 – The Memory Hierarchy: Capacity vs. Speed 03:57 – What is High-Bandwidth Flash (HBF)? 04:32 – HBF vs. HBM: Clearing up the Misunderstandings 05:10 – The Tech: BiCS, 16-Chip Stacks, and Wafer Bonding 05:57 – Solving the AI "Memory Wall" & Inference Bottleneck 06:58 – Timeline: When Will HBF Generate Revenue? 08:01 – Investment Strategy: The Fab Five & Lam Research<br>If you found this video useful, please make sure to like and subscribe!<br>*********************************************************<br>Affiliate links that are sprinkled in throughout this video. If something catches your eye and you decide to buy it, we might earn a little coffee money. Thanks for helping us (Kasey) fuel our caffeine addiction!<br>Content in this video is for general information or entertainment only and is not specific or individual investment advice. Forecasts and information presented may not develop as predicted and there is no guarantee any strategies presented will be successful. All investing involves risk, and you could lose some or all of your principal.<br> #HBF #HighBandwidthFlash #HBM #AIInvesting #Semiconductors #ChipStockInvestor #SanDisk #NAND #DataCenter #AIHardware<br>Nick and Kasey own shares of Sandisk