# Mega-cap tech is getting punished for AI spending, but secondary chip deals are booming

_AI-generated trading idea · LONG · AVGO, NVDA, PLTR_

> Canonical page: https://commonquant.ai/research/for-you/mega-cap-tech-is-getting-punished-for-ai-spending-but-second--c3ed3bde-a45e-450b-aa23-bf986012f735

While the giant tech companies have been sinking over fears their AI investments won't pay off, actual AI infrastructure companies like Broadcom and Palantir are locking in massive new contracts. The money isn't leaving AI; it's just moving to the companies actually making the new technology work.

## Idea

The broader tech market has shed trillions because investors are worried about massive AI spending at the big tech giants. However, deals like Broadcom partnering with OpenAI and Nvidia securing sovereign-AI contracts show that the companies supplying the picks and shovels are still seeing massive, guaranteed revenue. This divergence creates an opportunity to buy the infrastructure winners while avoiding the bloated mega-caps.

## Advanced Analysis

### Verdict: The divergence is real, but the trade isn't armed yet — wait

The thesis has real substance: Broadcom's quarter ended May 3, 2026 grew revenue 14.9% sequentially to $22.19B with free cash flow up 28.1% to $10.26B, and Palantir's June-quarter free cash flow more than doubled to $2.09B — the picks-and-shovels demand story is visible in the numbers, and the July 1 reporting on the OpenAI and sovereign-AI deals supports it. The single strongest point against is timing and freshness of evidence: the most recent 12 months of the backtest lost 1.3% with a 30.8% win rate, insiders were net open-market sellers across all three names in the June 30, 2026 period, and no robust parameter setup was established, so the setup's best returns came from a window that is over. Right now there is nothing to enter — AVGO's 20-day rate of change is -17.7% and PLTR's long still needs a negative MAGS reading to arm. Verdict: wait, keep both legs on watch with the -5% stop and +10% target pre-set. What would flip it: PLTR arming on a negative MAGS 20-day rate-of-change print, or AVGO recovering its rate of change above zero, ideally after a supportive early-September Broadcom report.

#### Conviction score breakdown

Composite score computed by the server from the applicable evidence-tier dimensions.

| Measure | Value |
| --- | ---: |
| Thesis support | 75/100 |
| Trade readiness | 35/100 |
| Risk quality | 45/100 |
| Backtest evidence | 55/100 |
| Fundamentals trend | 80/100 |
| Score | 58/100 |
| Composite Score | 58/100 |
| Evidence Tier | backtested |

#### Decision scenarios

Bull, base, and bear cases synthesized from the cited evidence tier. Likelihoods are rounded evidence-weighted judgments, not statistically calibrated forecasts.

| Measure | Value |
| --- | ---: |
| Evidence Tier | backtested |

### Trade now: AVGO fails its entry gate; PLTR waits on MAGS

There is nothing to enter today. The strategy goes long AVGO and PLTR only when each stock's 20-day rate of change is above zero \*\*while\*\* the Magnificent Seven ETF's 20-day rate of change is below zero. AVGO fails on its own leg: its 20-day rate of change is \*\*-17.7%\*\* with the stock at \*\*$346.08\*\*, well short of the required at-or-above-zero reading — that leg is not close to triggering. PLTR passes its stock-side condition with a 20-day rate of change of \*\*+16.2%\*\* at \*\*$182.53\*\*, but the entry still requires the MAGS 20-day rate of change to turn negative, and that reading is not in the live feed right now, so the position remains on hold rather than live.

Once an entry does trigger, the risk math is fixed by the rule set: a stop at \*\*-5%\*\* and a take-profit at \*\*+10%\*\*, a 2:1 reward-to-risk ratio, with positions capped at 25% of the book and sized to roughly 2.5% risk per name. Exits also fire if either stock closes below its 20-day EMA — currently about \*\*$374.6\*\* for AVGO (already breached at $346.08, so any AVGO position taken now would immediately face that exit pressure) and \*\*$172.4\*\* for PLTR, about 5.5% below the last close.

The completed 24-month backtest supports the setup as designed: \*\*+97.3%\*\* return over 18 trades with a \*\*38.9%\*\* win rate and a \*\*23.1%\*\* maximum drawdown. The low win rate paired with the high return is exactly what a 2:1 payoff structure looks like — losers are cut fast, winners run to the profit target. Note the exits in that test were filled on daily bars, not intrabar, so treat drawdown and win rate as coarse. Concretely, "wait" means: hold off on AVGO until its 20-day rate of change recovers above zero from -17.7%, keep PLTR on the watchlist pending a negative MAGS 20-day rate-of-change reading, and pre-set the -5% stop and +10% target for the day either leg goes live.

#### AVGO price and trigger map

Uses the idea timeframe and keeps price levels on the price axis.

| Measure | Value |
| --- | ---: |
| Ticker | AVGO |
| Timeframe | 1d |

#### NVDA price and trigger map

Uses the idea timeframe and keeps price levels on the price axis.

| Measure | Value |
| --- | ---: |
| Ticker | NVDA |
| Timeframe | 1d |

#### PLTR price and trigger map

Uses the idea timeframe and keeps price levels on the price axis.

| Measure | Value |
| --- | ---: |
| Ticker | PLTR |
| Timeframe | 1d |

### The picks-and-shovels divergence is showing up in the numbers, not just the headlines

The idea argues that while mega-cap tech is being punished for AI spending, the companies actually building AI infrastructure are locking in revenue — and the latest fundamentals back that split. Broadcom's quarter ended May 3, 2026 grew revenue 14.9% sequentially to $22.19B, lifted net income 26.7% to $9.31B, and pushed operating margin to 48.6% from 44.3% one quarter earlier. Free cash flow jumped 28.1% to $10.26B — enough to cover a $2.54 trailing-12-month dividend that has grown roughly 10% a year. Palantir tells the same story on a smaller canvas: revenue up 18.6% to $1.94B, net income up 22.0% to $1.06B, and free cash flow more than doubling to $2.09B with an 84.7% gross margin. These are the 'guaranteed revenue' mechanics the thesis describes. The cited news corroborates the demand side. Per the July 1 Yahoo Finance piece, Wall Street sees Broadcom gaining up to 40% after the OpenAI deal, and the same day Palantir jumped 9% on a NVIDIA sovereign-AI partnership. Meanwhile the June 30 Yahoo report notes the Magnificent Seven shed $2.3 trillion in June as AI spending came under scrutiny — exactly the divergence the strategy is designed to exploit: go long the infrastructure names when their 20-day momentum is positive while the mega-cap ETF's momentum is negative. The completed backtest gives the setup a realized track record. Over the 24-month window on daily bars, the AVGO leg produced a 97.3% total return across 18 trades — albeit with a 38.9% win rate and a 23.1% maximum drawdown, a pattern typical of trend-following: many small stops, a few large winners. The equity curve shows the strategy riding the late-2024 and mid-2025 AI runs to gains of 70–100% before giving some back in drawdowns. Note that exits were filled on daily bars rather than intrabar data, so stop and take-profit fills are approximate and the drawdown figure should be treated as coarse. The rule design also matches the risk thesis. The 5% stop and 10% take-profit brackets cap single-trade damage while the 20-day EMA exit pulls the strategy out when momentum breaks — meaning you are structurally protected from holding the picks-and-shovels names into a broad AI unwind. Broadcom's balance sheet reinforces the durability case: debt-to-equity fell 10.6% to 0.71 in the latest quarter, continuing a multi-year…

#### AVGO Operating margin

Operating margin trend from CommonQuant fundamentals/XBRL data; +771.2% from first to latest point.

| Measure | Value |
| --- | ---: |
| 2016-10-30 | \-0.030891238670694866% |
| 2017-01-29 | \0.12225175163082871% |
| 2017-04-30 | \0.11766118381558412% |
| 2017-04-30 | \0.11312649164677804% |
| 2017-07-30 | \0.12726704190118823% |
| 2017-07-30 | \0.14519381581895585% |
| 2017-10-29 | \0.13444091630755273% |
| 2018-02-04 | \0.1770227144734372% |
| 2018-05-06 | \0.20733004545014988% |
| Latest Value | \0.20733004545014988% |
| Change Pct | \771.1613207237126% |
| Ticker | AVGO |
| Timeframe | reported periods |

#### AVGO Return on equity

Return on equity trend from CommonQuant fundamentals/XBRL data; +678.5% from first to latest point.

| Measure | Value |
| --- | ---: |
| 2016-10-30 | \-0.07949350886816603% |
| 2017-10-29 | \0.08341138772491989% |
| 2018-02-04 | \0.21422922182868545% |
| 2018-05-06 | \0.3102254654317523% |
| 2018-05-06 | \0.11594474069916112% |
| 2018-08-05 | \0.4059449220457526% |
| 2018-08-05 | \0.04356695322745155% |
| 2018-11-04 | \0.459879206212252% |
| Latest Value | \0.459879206212252% |
| Change Pct | \678.5116454916172% |
| Ticker | AVGO |
| Timeframe | reported periods |

#### AVGO sector percentile check

Ranks AVGO against 612 companies in its sector using CommonQuant fundamentals.

| Measure | Value |
| --- | ---: |
| Free cash flow | \98.8562091503268th percentile |
| Operating margin | \98.63842662632376th percentile |
| Gross margin | \70.53872053872054th percentile |
| Rnd Intensity | \56.007393715341955th percentile |
| Ticker | AVGO |
| Sector | Information Technology |
| Peer Count | 612 |

### Scores

- **Conviction score breakdown:** 58
- **Thesis support:** 75
- **Trade readiness:** 35
- **Risk quality:** 45
- **Backtest evidence:** 55
- **Fundamentals trend:** 80

### Watch items

- **PLTR — MAGS 20-day rate of change**
- **AVGO — 20-day rate of change**
- **PLTR — Close vs 20-day EMA**
- **AVGO — Close vs 20-day EMA**
- **PLTR — Insider net open-market activity (June 2026 filing)**
- **AVGO — Dividend ex-date**
- **AVGO — ROC (20) above 0**
- **AVGO — ROC (20) below 0**
- **AVGO — Price below EMA (20)**
- **NVDA — ROC (20) above 0**
- **NVDA — ROC (20) below 0**

## Key details

- Symbols: AVGO, NVDA, PLTR
- Timeframes: D1
- Tags: \#stocks, \#AI, \#relative\_strength

## Community

- Upvotes: 154
- Views: 3,685
- Copies: 0
- Cosigns: 0

## News sources

- [Magnificent Seven shed $2.3 trillion in June as AI spending comes under closer scrutiny (MSFT)](https://finance.yahoo.com/technology/ai/articles/magnificent-seven-shed-2-3-130024670.html) — Yahoo Finance
- [Palantir Jumps 9% on NVIDIA Sovereign-AI Deal, Palo Alto Networks Climbs 4%](https://finance.yahoo.com/technology/ai/articles/palantir-jumps-9-nvidia-sovereign-175739254.html) — Yahoo Finance
- [Following the Broadcom-OpenAI Deal, Wall Street Says AVGO Stock Still Could Gain 40% From Here](https://finance.yahoo.com/technology/ai/articles/following-broadcom-openai-deal-wall-130002699.html) — Yahoo Finance

## Discussion (29)

**@slow\_pioneer3** · 1 upvotes

Guaranteed revenue is a strong claim until sovereign budgets get slashed in the next fiscal tightening cycle. Stay small.

**@chosen\_bob6** · 1 upvotes

avgo to $250 ez, loading more on this dip 🚀

**@slow\_basis** · 1 upvotes

Guaranteed revenue is a strong claim. What happens to those sovereign contracts if fiscal budgets get cut during a recession?

**@black\_wojak81** · 1 upvotes

NVDA vol term structure is still in backwardation through 3-month tenors despite the recent pullback. Edge remains on the long side but position size should reflect that skew.

**@solid\_flow** · 1 upvotes

Everyone pivoting to 'picks and shovels' to avoid mega-cap risk is just moving the crowding one layer down. AVGO and NVDA are the exact same trade dressed differently.

**@fierce\_navigator9** · 1 upvotes

avgo and nvda printing while msft and goog bleed, picks and shovels play is the only way

**@found\_pioneer** · 1 upvotes

sovereign AI contracts are basically guaranteed money, govts dont cancel those mid-build

**@humble\_spread** · 1 upvotes

How are AVGO and NVDA not mega-caps in this framework? They're the most expensive names in the sector.

**@quiet\_carry4** · 1 upvotes

Correlation between AVGO and the mag7 hasn't actually broken down if you look at 30d rolling beta

**@alpha\_vault2** · 1 upvotes

Picks and shovels trades only work when the underlying miners are still raising capital. That cycle is ending.

**@crimson\_wagmi3** · 1 upvotes

The AVGO structure still favors momentum on 1d, with risk kept defined.

**@fierce\_bear2** · 1 upvotes

What would confirm the AVGO move for you on 1d from here

**@blunt\_macro3** · 1 upvotes

The AVGO structure still favors momentum on 1d, with risk kept defined

**@dark\_sage2** · 1 upvotes

For AVGO, I would watch whether the 1d move can hold after 2026-07-03.

**@blue\_vault18** · 1 upvotes

The AVGO trend looks constructive, but chasing it on 1d could still be costly.

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## About CommonQuant Research

Ideas and Advanced Analysis are generated with fresh, LLM-selected news headlines and grounded in SEC XBRL fundamentals and peer percentiles. Strategies built from these ideas are automatically backtested (over a timeframe-dependent historical window with walk-forward tuning) and stress-tested before they can go live, then monitored against the news hourly while they run.