# Chips Post Their Best Quarter Ever as the Bear Case Gets a Shared Scoreboard - The AI Capex Tracker - July 1, 2026

> The AI Capex Tracker for July 1, 2026. Chip stocks closed the best quarter on record the same afternoon three skeptics anchored the bear case on one P&L, roughly 50 billion dollars of AI revenue against 1.4 trillion of cumulative capex, while Bloomberg Intelligence and JPMorgan gave the bulls institutional cover on a 2 trillion dollar backlog.

## The AI Capex Tracker

### July 1, 2026: Chips Post Their Best Quarter Ever as the Bear Case Gets a Shared Scoreboard

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**Issue: Wednesday, July 1, 2026**

## TL;DR

- **H1 closed with chip stocks' best quarter ever, the SOX is +99% YTD, and the same day the bear case got a shared scoreboard:** three unrelated skeptics independently cited ~$50B of global AI revenue against $1.4 trillion of cumulative capex, $700B of it in the last year. ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3Drg5s_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT9cCRGK0xcBv5-2BRG4Q-2FN02ZM5nH7IFGJieI5Si-2FYaq23fOXZf51t1Lc0wlj6NukxbDyi-2BLI2gQ9MRL-2BfLHD8VndrDKAv77x96GfubVskpF8TgKm9qeFtUIEysHhcigNSXA-3D-3D); [Scaling Laws, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOjc8kmw0JDFHUpCddxu1V9AjVNVXTjOkE5Wvt876XrqDrNfoKIy9z5P3eYBZDM12AV29PlPM0nXIIpRDEtvSN41IBv2syYb-2F2q-2BjrnHdmMtdg-3D-3DXMjs_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpTyPM8-2F-2ByUHOUY6kHBg1lFGfOFamitBV-2BIi5bISYvGemmr-2F9r40A6F-2BRtKtz87vNHiGawdKQhlgrn7FtmaT3VgT5J-2FCGHXgHN3ka5e9yktKELlAGKtiRehGKsNFamVucsDA-3D-3D))
- **The bulls finally got institutional cover:** BI pegs the hyperscaler backlog at $2 trillion (Nvidia alone claims ~$1T of visibility over 6–7 quarters), and JPMorgan's Bob Michele calls the debt "hardly noticeable," staggered over 3–4 years. ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3DQozp_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT18WpGodzUvnbAVLwrZNc2buAhbdETku5G8uirSk6x3uFrrcIpnqFU5iq-2Fky2-2BI4QPTyIF7rJAFCFfnhwpai1mQSbwCUJ9wH6qTNw0A2vekEKgB4ukkguXFv8EYfmaV6rw-3D-3D); [Bloomberg Surveillance, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOj1itiPnz3yjPLisvLf0W5FQvSQVRxkrNhXgyU13ACmhm-2BAG83ax6QWPllCqsZLKByn6ZxzplBjHW9XMdN8MDFE-2F-2B58eeYjj46uLw5Qxn18-2FA-3D-3DtDlF_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT7h4qbB9DCQXf4nk3LVntD3JZIP7fNj0Xn1vqPl8BXabHhxnDbWN8OBT0FD33Z-2Fm3HjXarv6HKO1tb-2F-2FtMquf9YodbfrH-2BswRc4M5a7hwMJxD8Vt6IXDZbwsB2cLSnA2Yg-3D-3D))
- **Memory's fight is now durability, not the print:** Micron's $100B take-or-pay backlog (16 deals to 2030) versus BI's call that the price lift is "not sustainable" and taper "in a quarter or two." ([Chip Stock Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOhgLDZmtQ0exmeEFNMa0FA8lPdQv1QfTeZzrSxUtiRoeDFnexkq1MpPrx2WUwDlzw9-2B-2FXDOfv-2FqlrcjfgGJPoAmetyyA39cwq4MUNut2z2H4A-3D-3Dk9KA_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT9-2BoDkr8wLdlMmY3IeU4jrEOqQb-2FILhKfqAjWLXJ6w44OqTqvMPkpYYZrPISpB0ZUUK6dcLZRAY1wL-2FyGeetbeDF-2FWZNTjUK2CycS2ASZreP6tpfLIXjTsLfe9a0z6nKUw-3D-3D); [Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3D_hii_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2FBKAXxPhUyC9fFezhe4hslMzFkbb-2FOvTWM6ufRGgfLR7jxt6M-2F4mj0W0eL8t4zwqqgMjAvf3HYv7FP6BOGassKEScAWk0cJtbhd1B5Bg-2FKp6DlwLT-2BEUZwdZadkyyOIvg-3D-3D))

## What's New

The tape bookended the first half perfectly: the best chip quarter on record, printed the same afternoon the bears stopped hand-waving and started quoting the same P&L.

**1. The bear case converged on one number set, and it points at Nvidia.**
[Scaling Laws, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOjc8kmw0JDFHUpCddxu1V9AjVNVXTjOkE5Wvt876XrqDrNfoKIy9z5P3eYBZDM12AV29PlPM0nXIIpRDEtvSN41IBv2syYb-2F2q-2BjrnHdmMtdg-3D-3Dp4fa_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2F7YswJb5-2FTW-2BtBUME7l839pFg9DVYJuXFJ1ZhQgh9mI6QPklH1ck2QoJ3U4qJQIcqMqKKnrzKZaAyU267BUKCs3tbYiptsXSWs4WxYiULXsE3DfuUviSWlG78Mi78TyKw-3D-3D), Cory Doctorow (author) with financial analyst Dan Davies.

Davies, cold: "They have $50 billion in global revenue on $1.4 trillion in CapEx, $700 billion of it in the last year." The assets "depreciate out every two to three years," sometimes forcing operators to scrape "the data center to the foundation slab." His concentration kicker:

> "Those seven companies that are 35% of the S&P 500, six of them lose money. The seventh one is NVIDIA. That's the one they're losing the money to."

His base case is not a 2000-style crash but a "slow deflation… 20 to 30%," because the trade is now fused with the state.

**2. Jesse Felder made the same case from the capital-cycle seat.**
[The Competent Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOi6zv-2FK8lHb61lhusFzGqBSEpLkkfHDRjJQZOsJGrIrxmw7eJF9AKWI5D8wvD-2B-2By8UKZeJDQ-2FyoC0d-2FI-2BatIOl2OHFGDh3CKpIJszEJ9vI3YQ-3D-3Dc-l8_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpTzzp6efQ-2B4inNzHmKskx1ubOLRtNl8qZM1wI-2BBcKR8F-2FvL8so3LqgGZ5TFFkdceILbuwQh3zmFreF-2BDgI82Q4N-2B8PB5M1wMBUZkjBf8WPD8osQq4SO8EjsPA-2FLywfIJ9Nw-3D-3D), Jesse Felder (macro strategist / PM).

Hyperscaler free cash flow, he says, "all gone to zero." The circular financing: Microsoft gives OpenAI "$10 billion. They're going to turn around and give it right back to us" as compute, plus the Nvidia to CoreWeave loop. The demand crack: Coinbase "completely switched to Chinese open source models," spending "half the money on more tokens," and one strategist found a swap for Anthropic at "1.5% of the cost." With ~70% of compute still *training*, "if that training starts to decline… the overall demand for compute could collapse really quickly." His tell is dispersion, memory names at record highs while "a lot of stocks [are] hitting new 52 week lows," which "you only see at the top of a blow off, like in 2000."

**3. The bulls got their heavyweight rebuttal, from the Bloomberg desk and JPMorgan.**
[Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3D8XuZ_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT1RXX-2F1nZa-2F9YNSyazOVLfLNGeLAXctsFYUAx9KWIxlZwZid2-2B10YTRVVNtdR68jBb63RSsnQYMAQ1aGuIsq4MKRQZecAUSkjU0Z-2B6ojYJixFQfVtYTVOak3ql-2FhSyUbag-3D-3D), Mandeep Singh (Global Head of Tech Research, BI).

Singh: hyperscalers carry "an aggregate backlog of 2 trillion," Nvidia claims "up to a trillion dollar in revenue visibility through the next six, seven quarters," and Jensen's "three to four trillion dollars in spend by 2030… you start to believe that may actually come true." On funding, JPMorgan's Bob Michele was unbothered, balance sheets "pristine," added debt "hardly noticeable," and against a $40T Agg index, "a couple trillion here is not a lot of money… maybe about 5%… over 3 or 4 years." ([Bloomberg Surveillance, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOj1itiPnz3yjPLisvLf0W5FQvSQVRxkrNhXgyU13ACmhm-2BAG83ax6QWPllCqsZLKByn6ZxzplBjHW9XMdN8MDFE-2F-2B58eeYjj46uLw5Qxn18-2FA-3D-3DMIDc_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT0S2GmBc1Cufyxp-2FKSZZvJ5y7wYzUYtH5FUc0RRUaxVJoWwEyfVEFYKPWiWY3mtd67cV83K7p6oRQIxXwZkJhRjEUaCdPJrv49IXMIlJjgQHbXVtwtnot1WHtH6yEvFwIQ-3D-3D)) The debt market is not the fuse.

**4. Memory's debate moved from "2028 supply" to "how durable are the contracts."**
[Chip Stock Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOhgLDZmtQ0exmeEFNMa0FA8lPdQv1QfTeZzrSxUtiRoeDFnexkq1MpPrx2WUwDlzw9-2B-2FXDOfv-2FqlrcjfgGJPoAmetyyA39cwq4MUNut2z2H4A-3D-3DvKpx_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT15rXlyV-2BJLSNuRbZUer9c-2B0uhu6xYROLL8cM-2BrI-2FbVbX6G35gCFGmIV5pxPZb77kxUt8xxEjNCivsuOKm-2FIwl0lIbIbcObUDb3kBZJ-2FeFAqVZJQjWsHjG9Qud1AoHdPDg-3D-3D), Nicholas & Kasey Rossolillo.

Micron's Q4 FY2026 guide (calendar Q3): $50B revenue, implied operating income over $41B, gross margins "80, almost 90%." The bull anchor: 16 take-or-pay agreements, a ~$100B backlog running "through the end of calendar year 2030." The honest caveat: 70%+ operating margins are "just not sustainable," and paying up now guarantees the supply that moderates them "by 2028, 2029." Singh is blunter, the price lift is "not sustainable… a quarter or two before we start to see some tapering."

**5. Ramageddon went global, Korea commits half a trillion; Apple begs for Chinese memory.**
[The Prof G Pod / China Decode, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOjRf05fiR5pf-2BQ8EZK0nYju6WgUG3NZh-2FIf63LHRSbsOpQajWLDHPszeZeFCURSVV-2Ba4HNdM1IwbyMRwS6NUO6AXNxaeYH-2BDLtvKeijQ-2BpG3Q-3D-3DSZbR_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT5MDeZKQE2Et8kF53mA3jtqkFfzdiWsP8wTE659zYb-2F30uBoS3NaldDM9GLbgyscmL-2F1P1WV-2Bt4SlONOM1r6jFOz4VkeVgjr6KyVLDgceCIRh-2Bgg2snFH4lK22mMefG8MQ-3D-3D), James King & Alice Han.

DRAM "surged nearly 100% in the first quarter… another 60% jump expected this quarter." Korea's government plus Samsung and SK Hynix "allocated 520 billion US dollars." Both are prioritizing hyperscalers over Apple, which raised MacBook/iPad prices ~20% and is lobbying to buy from blacklisted Chinese DRAM maker CXMT, buyer-side tightness plus a fresh political overhang.

## The Debate

**Bull steel-man:** a $2T hyperscaler backlog and Nvidia's ~$1T of forward visibility are demand signals, not hope ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3DU2ut_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpTwNJavA0Za4ctaIRHbcqMTLi6EoISr4sK9NE7GL-2FCINGBn6wN0ENolH6ZNzwSxIVpYvV2U4FIezVqhFsdzDRbJtGvxHqFOcEEyDfWaRNoKjwH9Q4F2gVIu0j0V0VoZ01EA-3D-3D)); the debt is a rounding error on pristine balance sheets ([Bloomberg Surveillance, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOj1itiPnz3yjPLisvLf0W5FQvSQVRxkrNhXgyU13ACmhm-2BAG83ax6QWPllCqsZLKByn6ZxzplBjHW9XMdN8MDFE-2F-2B58eeYjj46uLw5Qxn18-2FA-3D-3DRSHq_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT7iec1rLVGkKWaX0HuxHWfpw1u5L7n0l2qtuxj8a7X4X5zsBDWAAhvqBb8bsZGdvj0TdnZP2jLNBVRx00C29IZWcrqW9zJVOQmhB1T49SUKgwZDEuHVvTfQ7yW5C6H6A6A-3D-3D)); and you don't sign five-year take-or-pay memory deals to 2030 expecting a glut ([Chip Stock Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOhgLDZmtQ0exmeEFNMa0FA8lPdQv1QfTeZzrSxUtiRoeDFnexkq1MpPrx2WUwDlzw9-2B-2FXDOfv-2FqlrcjfgGJPoAmetyyA39cwq4MUNut2z2H4A-3D-3DQotb_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2FOUkouS3SMbEhCjW7-2BvaFmIEILL5v1AqmN1cF2Mx-2Bdu-2Fg1sZPM376GiIwn-2BT3DUul204JHPy6kSvCJGtbndHNA80tAoxUpg5KPp3irnMrEA24JF5pwADKNQt5dhe4xa4Q-3D-3D)).

**Bear steel-man:** ~$50B of revenue cannot service $1.4T of capex that resets every ~3 years ([Scaling Laws, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOjc8kmw0JDFHUpCddxu1V9AjVNVXTjOkE5Wvt876XrqDrNfoKIy9z5P3eYBZDM12AV29PlPM0nXIIpRDEtvSN41IBv2syYb-2F2q-2BjrnHdmMtdg-3D-3DrEY7_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT0m6-2Fy-2BF54FcykN1xfjlXeU8TiB-2BVlJWXffbm8U5Pn0UDcW8kwVgpW0eOTElOD4ycm-2BLqTkmYbOkxhUu2iFT4NO7FtRTDIb1xRHInfHRNmB-2F6MGCeMmcMNWynVwq7-2FG3Lw-3D-3D)); FCF is at zero, financing is circular, and cheaper Chinese open-source models are already halving enterprise token bills ([The Competent Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOi6zv-2FK8lHb61lhusFzGqBSEpLkkfHDRjJQZOsJGrIrxmw7eJF9AKWI5D8wvD-2B-2By8UKZeJDQ-2FyoC0d-2FI-2BatIOl2OHFGDh3CKpIJszEJ9vI3YQ-3D-3DOehG_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2FKoRpzW-2BbcE5gpf31DQ9Vw6v2hZULIRxEbItAj4fAoYFIK4rflj80z6dRjvGdvdfKTPcHsj-2BS8AwwLzVHdNvJ9B2wNZR-2FuBZfJNFXoRDi-2BaAtyiwJaaYT4rESjOKpSGBw-3D-3D)).

> "Every customer that you acquire for your AI company makes you poorer." Dan Davies ([Scaling Laws, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOjc8kmw0JDFHUpCddxu1V9AjVNVXTjOkE5Wvt876XrqDrNfoKIy9z5P3eYBZDM12AV29PlPM0nXIIpRDEtvSN41IBv2syYb-2F2q-2BjrnHdmMtdg-3D-3DZNBG_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT0qjL0GSWbA5vgTuyMAEIM-2BCs3PTZ0O2UVD3fJLcH8bpb-2FE-2BgsLUgbXa32QdopvNY6lFncMgR4wMERMvW347Wl9AnbqnVtJgca4Nt5df2ZCCNpV7jq-2BjaVfXVhQVcs6vug-3D-3D))

**Sell signals to watch:** DRAM *spot* rolling over (Singh's "quarter or two"); a hyperscaler cutting forward capex or confirming token-spend caps at July earnings; the compute mix tilting hard from training to inference; or internals worsening, record highs alongside widening 52-week lows.

## Stocks in Play

**NVDA.** *Bull:* ~$1T of visibility over 6–7 quarters; the only name monetizing the $2T backlog ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3Dzg8T_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2FOUYcGOnvIZr9WBAMBif5JwZnD2OlQ5Nu6QOqCphyrgLkASjMNnZtPKVHJVs7-2BAk3dLEp3xLfIRDlwtzRyyB-2FhpWChqhAAmCt8jDR2eIJobsk7Si2Ougl6txiQGhTxIxA-3D-3D)). *Bear:* the whole bear case routes through it, "six lose money… the seventh is NVIDIA" ([Scaling Laws, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOjc8kmw0JDFHUpCddxu1V9AjVNVXTjOkE5Wvt876XrqDrNfoKIy9z5P3eYBZDM12AV29PlPM0nXIIpRDEtvSN41IBv2syYb-2F2q-2BjrnHdmMtdg-3D-3DzoJW_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2F-2B0eH7QYi7xmDoWQMswuoEklfDgiqdEAy-2FgZsVhsRAGXvZVQOKYvG7XsWrkS4OvXyIRe7hXqqY1dPdChs3qSJZGA5B5RfT6wFXX-2Fei0mRI1ENI5OBZ6VVYog7fL-2BCEAoQ-3D-3D)). *Next:* TSMC mid-July; Q2 in August.

**AVGO.** Quiet on the tape, no fresh operator color. *Next:* custom-silicon ramp cadence.

**AMD.** Quiet on the roadmap this window. *Next:* AMD Advancing AI Day, July 2026 (MI450X/Helios).

**MSFT.** *Bull:* $500B+ cloud backlog and a below-3-year-average multiple ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3D2vHW_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT3DBOuxQmq3edl8IJDsUv8NCfLg7tb2rCs-2F-2BFcNiRQHJhJsTOWn-2BG0Zye5s-2FFiqXHo2rDmKecLy-2FwzRs2gpeqGREaFIdDef9EwMpxMuoAiO3W6HlmGlmyjFLJ3807TBDPQ-3D-3D)). *Bear:* down 23.5% YTD, "worst first half… since 2000," worst month since 2008, after losing OpenAI exclusivity, Azure trailing Google Cloud ([The Competent Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOi6zv-2FK8lHb61lhusFzGqBSEpLkkfHDRjJQZOsJGrIrxmw7eJF9AKWI5D8wvD-2B-2By8UKZeJDQ-2FyoC0d-2FI-2BatIOl2OHFGDh3CKpIJszEJ9vI3YQ-3D-3DKgWv_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT63VpSd96BBRV4TF18Ip3N6CD60cu02wgGLwyP6ThE-2BqN-2Fjgbbhd88MsxI8vLFgxkABPxTREgcqLm43sJ4AAcbi-2B1di7rYo2ggPyvSWRUWvxhX9shu-2BfkaBHirhrgfXfoQ-3D-3D)). *Next:* FY26 Q4 capex, July.

**GOOGL.** *Bull:* the one hyperscaler with its own frontier model (Gemini); Cloud growth leads Azure ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3D9X2m_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpTwOrH-2B3aw-2BsaF3sdQuBj-2FpqtWVqbq29Bn7TDh8DdXFjHJDFbXS6RzQfMVr-2BD1htIFUtnFlvPWXwVeOgF4-2BMScJsjdq7pm0pgjVYPIwHeSy0HAjIiESbV08CqAB-2BEGvLnTQ-3D-3D)). *Bear:* Gemini monetization still not broken out. *Next:* July capex guide.

**AMZN.** *Bull:* now hosts OpenAI and shares Anthropic, the neutral-arms-dealer cloud ([Bloomberg Intelligence, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOgKJjbpH-2FkkM4a-2B-2F0Rwt6wyG2CqrfdOPf-2B2qwknIsd3i4tYpKZSE4dMy5iHg5DudXq4JQne7lZGOhYc5OZW4IzRqbqmFcrCrUZoxeokJr9D-2FQ-3D-3DLH41_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT3N1rVDe94GQsj-2BtT2qBBO9gRhacvuQcc6myee4FgXmZEcLKt5B28otGAkCagvj5H1y0NJwIw9jffVtft3ODoGKOj6m6Utg0bwDD8BNvyR4JPJhKSjMY2F68aHTPUzb-2BMQ-3D-3D)). *Bear:* no fresh capex color. *Next:* July earnings.

**META.** Quiet on fresh color; grouped with spenders the market won't credit for backlog, and squarely in the FCF-to-zero critique. *Next:* July earnings.

## Read-Throughs

- **Power / thermal (VRT, ETN), the physics story got a hard number.** Wood Mackenzie tracks **220 GW of new US data-center capacity in the pipeline, 183 GW already committed, ~22% of US peak demand**, while "in PJM, the utility commitments [are] already running three times higher than the accredited capacity in the generation queue." Racks are crossing 1 MW (Vera Rubin), forcing an AC-to-DC rebuild (800V DC, solid-state breakers, "tokens per watt"); Siemens has crossed $1B in US manufacturing. Direct read-through to Vertiv/Eaton power-train and switchgear. ([Interchange Recharged, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOiCs28k-2Fj5aMG110J-2B3JP9nGaUDnLE5fLvU7WWBn12JUtO0sKr8UDBs1SyxZztm7X7GrrjEJHxKUgcjBiPFYVtIaPonJWa3EXIHMUxc7uJLSA-3D-3DWdFI_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT1-2FOEdqA49GBEwdQXdSM1jG2I903v-2Fz6O-2FbS3d9SgRwLnatjvfYWeIuRtcinQheqUKVB4rNWXS4B1IS5USftMsT-2FKUKAjHuzAbzYu81-2BPblNsb9EF9M3EvpJufmGaCGhTQ-3D-3D))
- **Grid timing / gas (Vistra, Constellation, Talen).** Amperon's Sean Kelly: gas combined-cycle "wait time… is pretty stinking long," the queue is clogged with PE developers filing "15, 20… projects" to build "three to five," and flexibility beats new generation because only "50 to a hundred hours" a year actually bind. Bullish for existing dispatchable power (nuclear PPAs, behind-the-meter gas) and demand-response econ. ([SunCast, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOhSg7KY7dtLEcviy0BCHe0BFPWc1n2du3wAIznr6aftVY-2BNIi7aoVBSR5m98Xe8hvlz-2BGPdJyMduNAyxd0T7CujtLgbf3eWmqFTSBeEHelMgg-3D-3DfWmp_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT9lZraN6YlUYz0nb3nwVXGULEDeQ99DbaXFkNuBVctidYqHXDI7vENUcN9iou5eCRVA7fjYWBHfVJUYOTB5X4fWCWllL82nhflLD2-2BwKmJhAg2ohDs1zei7f-2Bs6c2tUIgg-3D-3D))
- **Memory / HBM (MU, SK Hynix, Samsung).** Take-or-pay to 2030 versus a "quarter or two" taper call; Korea's $520B feeds the 2028 supply overhang, not 2026. ([Chip Stock Investor, Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOhgLDZmtQ0exmeEFNMa0FA8lPdQv1QfTeZzrSxUtiRoeDFnexkq1MpPrx2WUwDlzw9-2B-2FXDOfv-2FqlrcjfgGJPoAmetyyA39cwq4MUNut2z2H4A-3D-3DSS88_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT-2B-2BmwWGCIxz9qoO5uoEFekEi5v6zYG3EgD8UNqM2Y5DrUwYipevbpDomOoH8kz0VPrTTb9w8DWPluiw90tu2jYKP2foajOPhLDRC9CEiOB31zvojLwZJzi8qIi4bwxz7mg-3D-3D))
- **Optics / networking (MRVL, ALAB, CRDO, COHR, LITE).** Quiet on the tape, carry the read-through from rack density, not from any new print.

## What Changed vs Last Issue

Last issue ([Jun 30](http://url7324.matterfact.com/ls/click?upn=u001.idHmPrr2Geh7KYLAsTy7NkrIVb-2FgA4pmf2rMXQwGcOhqIC2s3swzB-2F9oz8zGHSi4UJpoNGOr8BCVAfU-2F-2B5S7cl6ewV9Rm2YHyqPs4j-2FgQ2BPDizJT6-2Fhzom7EKwqLrGBU40W4DatW3K21N85pT8w1A-3D-3DWVzK_7mLGwmUci-2BLaXswv9WX1yTgqn3Wad-2FotHhzHgSNAZbW7j53vAj4GqjrFr2Yy6mHnE6ysX4dvlJHj4-2BiGUv-2BpT0Pnx1LMCIIipjSuHweAxMfmgDUqrRAp8X-2FynLTVeYNXkxVXcEoQB-2B-2FOZYMsMUskbMLZKNdukkn7BUe-2FW2WrBahubiXs2ft1pSuN-2FPxtHhhbdea8F8JeDhb80C5vmC47PA-3D-3D), "Micron out-earns Nvidia. Then 2028 walks in.") was a supply story with a 2028 fuse. Today the frame widened to the whole trade, and both sides showed up with numbers.

- **The bear case got a shared scoreboard.** Last week's bear was a *2028 memory glut*; this week Davies, Felder, and Doctorow independently anchored on the *same* figures, ~$50B revenue vs $1.4T cumulative capex, $700B last year, assets resetting every ~3 years. When skeptics stop arguing narrative and start quoting one P&L, pay attention.
- **The bull case got institutional cover it lacked**, BI's Singh ($2T backlog, MSFT $500B, Jensen's $3–4T by 2030) and JPMorgan's Michele (debt "hardly noticeable," ~5% of the Agg, over 3–4 years) answer the FCF-to-zero crowd.
- **Memory's fight refined**, from "will 2028 supply crush margins" to "how durable are the take-or-pay deals" ($100B, 16 SCAs to 2030) against Singh's "quarter or two" taper.
- **Big numbers:** aggregate backlog now framed at **$2T** (Singh); >$700B of 2026 US capex reaffirmed; Korea's **$520B** is new. No fresh ERCOT/SB6 print, the **July 15 SB6 deposit deadline** stays the standing read on the buildable Texas pipeline. The bookend to keep: chips closed their best quarter ever while MSFT logged its worst first half since 2000.