One slide named the trade of the year. Three of its four bullets said memory.
The video told you exactly what to buy.
▶ Watch the keynote here youtube.com · HC2025-K1: Predictions for the Next Phase of AIFour bullets on a slide titled "What LLMs Want from Hardware." Compute got one line. Memory capacity, memory bandwidth and network bandwidth got the other three.
Here is what the twelve months after that video went up did to the companies that make the thing he named.
| Company | What it makes | Close 16 Sep 2025 | Close 21 Aug 2026 | Change | Market cap | Ccy |
|---|---|---|---|---|---|---|
| SanDiskSNDK | NAND flash and enterprise SSDs | 91.55 | 1,596.08 | +1643.4% | $216.4B | USD |
| Kioxia Holdings285A.T | Pure-play NAND flash and SSDs | 4,705 | 54,320 | +1054.5% | ¥29.77T | JPY |
| Micron TechnologyMU | DRAM, HBM and NAND | 158.82 | 966.78 | +508.7% | $1.03T | USD |
| SK hynix000660.KS | DRAM and HBM; lead HBM supplier to NVIDIA | 348,000 | 1,730,000 | +397.1% | ₩1,261T | KRW |
| Western DigitalWDC | Data-centre hard disk drives | 103.09 | 459.44 | +345.7% | $156.3B | USD |
| Seagate TechnologySTX | Hard drives and HAMR nearline storage | 211.13 | 850.00 | +302.6% | $179.5B | USD |
| Samsung Electronics005930.KS | DRAM, NAND, foundry | 79,400 | 281,500 | +254.5% | ₩1,789T | KRW |
| NVIDIANVDA | GPUs and AI accelerators — the benchmark | 174.88 | 214.72 | +22.8% | $5.07T | USD |
Companies present here to recruit, not to sell.
HC38 · 2026
HC37 · 2025
new to the stage
off it
Hot Chips is where chip companies show actual silicon — die shots, interconnect topologies, memory hierarchies — a year or two before it ships in volume. HC37 ran at Stanford in August 2025. HC38 is running right now.
A slot means the chip is real, taped out, and close enough to shipping to describe in public. That makes the programme a good read on what exists — and a bad read on what is cheap.
The returns bear that out. The seven tradeable names new to this year's programme returned a median +185% over the prior twelve months. The eight on stage both years returned +22%. Stage time is a lagging indicator — by the time a company earns a slot, the market has already repriced what it is presenting. Micron, SK hynix and Samsung gave no talks in 2025 and four between them in 2026.
Who is presenting right now.
Fifteen public companies, priced 25 August 2025 against 21 August 2026 — a record of what has already been repriced.
| Company | Close 25 Aug 2025 | Close 21 Aug 2026 | One-year change | Market cap | Ccy | Note |
|---|---|---|---|---|---|---|
| Micron TechnologyMU | 116.42 | 966.78 | +730.4% | $1.03T | USD | — |
| SK hynix000660.KS | 259,500 | 1,730,000 | +566.7% | ₩1,261T | KRW | ₩40T buyback announced 20–21 Aug 2026 |
| Samsung Electronics005930.KS | 71,500 | 281,500 | +293.7% | ₩1,789T | KRW | ₩90–110T return programme announced 21 Aug; fell 8.7% on 24 Aug |
| IntelINTC | 24.55 | 90.07 | +266.9% | $461.8B | USD | Share count 4.4B → 5.25B. Per-share return real; heavily diluted |
| Advanced Micro DevicesAMD | 163.36 | 473.25 | +189.7% | $749.1B | USD | — |
| Arm HoldingsARM | 137.78 | 243.32 | +76.6% | $254.7B | USD | — |
| AlphabetGOOGL | 208.49 | 344.82 | +65.4% | $4.22T | USD | Waymo is only reachable through Alphabet |
| InfineonIFX.DE | 36.655 | 55.97 | +52.7% | €70.2B | EUR | Xetra ordinary line; ADR is 1:1 |
| BroadcomAVGO | 294.23 | 368.45 | +25.2% | $1.72T | USD | — |
| NVIDIANVDA | 179.81 | 214.72 | +19.4% | $5.08T | USD | Reports Q2 FY27 on 26 Aug 2026 |
| Fujitsu6702.T | 3,571 | 3,646 | +2.1% | ¥6.42T | JPY | — |
| IBMIBM | 239.43 | 235.68 | -1.6% | $218.9B | USD | Peaked ~$332 in Jun 2026, then fell ~30% |
| MicrosoftMSFT | 504.26 | 483.24 | -4.2% | $3.63T | USD | — |
| Meta PlatformsMETA | 753.30 | 549.90 | -27.0% | $1.42T | USD | Worst performer in the set |
| Cerebras Systems ★CBRS | — private | 196.13 | n/a | $44.4B | USD | Presents Tue. IPO 13 May 2026 at $185 → +6.0% on IPO price, but −37% from the $311.07 first-day close |
Cerebras is the row to look at — starred and shaded. It is the only new arrival that has not already run: listed at $185 in May, opened near $350, and has given most of that back. Everything else new this year arrived after a median +185% year. Cerebras arrived on the engineering. It presents Tuesday on the rack-scale architecture behind its wafer-scale engine.
Who presented last year.
Eleven public HC37 presenters, same two dates.
| Company | Close 25 Aug 2025 | Close 21 Aug 2026 | One-year change | Market cap | Ccy | Note |
|---|---|---|---|---|---|---|
| IntelINTC | 24.55 | 90.07 | +266.9% | $461.8B | USD | Share count 4.4B → 5.25B. Per-share return real; heavily diluted |
| Marvell TechnologyMRVL | 72.95 | 237.04 | +224.9% | $203.0B | USD | — |
| Advanced Micro DevicesAMD | 163.36 | 473.25 | +189.7% | $749.1B | USD | — |
| AlphabetGOOGL | 208.49 | 344.82 | +65.4% | $4.22T | USD | Waymo is only reachable through Alphabet |
| BroadcomAVGO | 294.23 | 368.45 | +25.2% | $1.72T | USD | — |
| NVIDIANVDA | 179.81 | 214.72 | +19.4% | $5.08T | USD | Reports Q2 FY27 on 26 Aug 2026 |
| IBMIBM | 239.43 | 235.68 | -1.6% | $218.9B | USD | Peaked ~$332 in Jun 2026, then fell ~30% |
| MicrosoftMSFT | 504.26 | 483.24 | -4.2% | $3.63T | USD | — |
| Andes Technology6533.TW | 271.50 | 250.00 | -7.9% | NT$12.49B | TWD | Parent of Condor Computing |
| AdobeADBE | 363.21 | 275.30 | -24.2% | $109.8B | USD | — |
| Meta PlatformsMETA | 753.30 | 549.90 | -27.0% | $1.42T | USD | Worst performer in the set |
The 2026 Conference
Every talk and presenter. Categories are from the schedule John sent, not mine. The programme prints only name and company — every job title below is externally sourced, and the ones that could not be confirmed say so.
Every company on either stage you can actually buy.
Thirty-seven organisations presented across the two years. Only eighteen are publicly traded — the private half is stripped out below. Red rows are new to the 2026 stage.
| Organisation | HC37 2025 | HC38 2026 | Status | Ticker | One-year change | What they presented |
|---|---|---|---|---|---|---|
| NVIDIA | ✓ | ✓ | Public | NVDA | +19.4% | GPU, NIC, switch, systems |
| AMD | ✓ | ✓ | Public | AMD | +189.7% | CPU, GPU, NIC, FPGA |
| Intel | ✓ | ✓ | Public | INTC | +266.9% | CPU, GPU, foundry |
| Alphabet / Google | ✓ | ✓ | Public | GOOGL | +65.4% | TPU, hyperscaler; owns Waymo |
| Microsoft | ✓ | ✓ | Public | MSFT | -4.2% | Maia silicon, hyperscaler |
| Meta Platforms | ✓ | ✓ | Public | META | -27.0% | MTIA custom AI silicon |
| IBM | ✓ | ✓ | Public | IBM | -1.6% | POWER, Z mainframe, AI chipset |
| Broadcom | ✓ | ✓ | Public | AVGO | +25.2% | Switch ASIC, Ethernet NIC |
| Marvell | ✓ | — | Public | MRVL | +224.9% | Custom XPU, memory IP; bought Celestial AI Feb 2026 |
| Adobe | ✓ | — | Public | ADBE | -24.2% | Kernel-language research |
| Andes Technology | ✓ | — | Public (Taipei) | 6533.TW | -7.9% | RISC-V CPU IP via Condor Computing |
| Micron | — | ✓ | Public | MU | +730.4% | DRAM, NAND, HBM |
| SK hynix | — | ✓ | Public (Seoul) | 000660.KS | +566.7% | HBM, advanced packaging |
| Samsung Electronics | — | ✓ | Public (Seoul) | 005930.KS | +293.7% | HBM base die, LPDDR5X-PIM |
| Arm Holdings | — | ✓ | Public | ARM | +76.6% | Chiplet server SoC IP |
| Infineon | — | ✓ | Public (Xetra) | IFX.DE | +52.7% | Automotive RISC-V |
| Fujitsu | — | ✓ | Public (Tokyo) | 6702.T | +2.1% | MONAKA Arm server CPU |
| Cerebras Systems | — | ✓ | Public since 14 May 2026 | CBRS | n/a | Wafer-scale engine, rack-scale architecture |
Three readings. One survives.
Four things worth doing.
A Hot Chips slot tells you a chip is real and close to shipping, and nothing about price — the market has already had a year with it. The durable signals are compositional and rhetorical: watch which subsystem gains sessions, and listen to whoever gets the keynote. In August 2025 that was one man with four bullet points, three of which said memory.
Not financial advice — please do your own research.
Want to see my full portfolio and when I'm buying?
Join the Discord to find out! →Programmes: Hot Chips 37 official final programme, hc2025.hotchips.org/program, cross-checked against ServeTheHome's June 2025 preliminary schedule — one title changed between the two, Broadcom's "Tomahawk-F1" becoming "Tomahawk Ultra" at launch in July 2025 · Hot Chips 38 programme, hc2026.hotchips.org/program, read live on 24 August 2026, cross-checked against a schedule screenshot supplied by John. The 2026 category ranking (Very Interesting / Interesting / Boring / Probably Junk) is from that screenshot and is not mine.
Presenter job titles are externally sourced — the Hot Chips programme prints only name and company, and slide PDFs are attendee-gated. Titles come from company newsrooms and IR releases, LinkedIn, past conference bios and published papers. Confirmed from a primary or strong source for 25 of 57 named presenters; 18 could not be confirmed and are marked as such; 14 rest on LinkedIn self-reporting or a dated citation and should be treated as approximate.
Memory-cohort window: closes on 16 September 2025 — the day the keynote video was published — against 21 August 2026. Every exchange traded on both dates; no nearest-day substitution. That window differs from the 25 August dates used for the conference cohorts, which is why Micron reads +508.7% there and +730.4% elsewhere — it had already moved between the conference and the upload. Kioxia announced a 3-for-1 split on 31 July 2026 effective 1 October 2026, after this window, so these figures are unaffected; data pulled after that date will be divided by three. SanDisk has had no split despite persistent speculation — its adjusted close equals its raw close on every row. · Price data via stockanalysis.com (S&P Global Market Intelligence) for US listings, Yahoo Finance Japan for TSE, the KRX series for Korean listings and the TWSE STOCK_DAY endpoint for Taiwan. All prices are actual closes on the exact dates — 25 August 2025 and 21 August 2026 — with no nearest-day substitution; every exchange traded on both dates. Market caps are intraday snapshots taken around midday EDT on 24 August 2026 while US markets were open and AI and memory names were selling off, so expect two to three points of drift against the close.
Cohort figures: HC38 median +59.1%, mean +161.1% across the fourteen with a full year of trading, eleven of fourteen positive. HC37 median +19.4%, mean +66.1%, six of eleven positive — a median identical to NVIDIA's +19.4% over the same window. Cerebras has no August 2025 price (private until it listed 14 May 2026 after pricing at $185), so no one-year figure exists and none is invented. Posters are excluded from both years: Murata (6981.T, +192.0%) gave an HC37 poster rather than a main-programme talk, and HC38's eleven posters are likewise excluded; counting Murata would lift the HC37 median to +22.3%.
Presenter titles: the programme prints only name and company. Titles confirmed from a primary source for 25 of 57 presenters; 18 could not be confirmed; 14 rest on LinkedIn or a dated citation. Two attribution notes: "Think Fast: LPU Accelerator" is listed under NVIDIA and both presenters came from Groq — the ex-Groq silicon team under the NVIDIA banner after the licensing deal; and Aayush Ankit is listed as Meta on the programme while aggregators place him at Google, with the programme treated as authoritative. The schedule's fifth category is not reproduced — that talk was withdrawn. Day chips: purple Sunday tutorials, blue Monday, pale blue Tuesday.
Listing status verified individually in August 2026, not assumed. Excluded as private: OpenAI (confidential S-1 submitted, not yet public), SambaNova, SiFive, d-Matrix, Lightmatter, Ayar Labs, Together AI, XCENA, Oxmiq Labs, BOS Semiconductors, Canonical, Objective Analysis, Everactive, Huawei, PEZY Computing, Rapidus (IPO targeted FY2031), and Waymo (wholly inside Alphabet — no spinoff, no tracking stock). Two corrections to bad data in circulation: Lightmatter has not IPO'd — EDGAR shows only Form D private placements, and secondary vehicles were still buying private shares on 20 August 2026; and Ayar Labs was not acquired by Nvidia — that story misreads Nvidia's $6.5B portfolio-wide photonics commitment. Celestial AI was genuinely acquired, by Marvell, closing 2 February 2026. Fabric8Labs has agreed to a TDK acquisition (announced 10 June 2026); closing unconfirmed.
Where this could be wrong: Samsung and SK hynix both announced large buybacks in the final week of the window, so the closing price sits on an event spike — Samsung fell 8.7% on 24 August, with Micron −5.6% and SanDisk −7.4% the same day. Intel's +267% is real per share but heavily diluted, share count 4.4B to 5.25B. And one slide is one slide: Shazeer also listed PFLOPs and network bandwidth, and picking memory out of four bullets is easier afterwards than before.
Calculated, not sourced: all cohort medians, means, positive counts and the new-arrival versus both-years split are computed by me from the price table above. Cohort sizes are twelve and fourteen — far too small for statistical inference, and described that way in the text.
Conflicts and caveats left unresolved: Cerebras closed at $196.13 on 21 August 2026 per stockanalysis.com, while John supplied a price of $202 for the same date in earlier work; both figures are stated rather than reconciled. A research pass separately reported Cerebras as still private, which is wrong — it listed on Nasdaq on 14 May 2026 following a 13 May pricing at $185. Samsung and SK hynix closes sit on top of capital-return announcements made in the final week of the window; Samsung fell 8.7% on 24 August. Intel's return is real per share but the share count rose from roughly 4.4B to 5.25B over the period. Aayush Ankit is listed as Meta on the programme and as Google by aggregators. No stock split, reverse split, redomiciliation or ticker change affected any name in this set between the two dates — Broadcom's 10-for-1 (Jul 2024), Fujitsu's 10-for-1 (Apr 2024) and Murata's 3-for-1 (Sep 2023) all predate the window.