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Nvidia (NVDA) Riding Big Tech's $650B+ AI CapEx Wave in 2026 – After Pullback from Highs… Buy-the-Dip or Bubble Burst?

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Feb 12, 2026 · 07:21

Nvidia continues to be the clear winner from the AI infrastructure boom Big Tech (Amazon, Alphabet, Meta, Microsoft) is guiding **\~$650-700B combined CapEx** for 2026 (up sharply from 2025), with a massive chunk going to GPUs, data centers, and AI compute. Nvidia's CEO Jensen Huang called it "the largest infrastructure buildout in human history," and demand for Blackwell chips + upcoming Rubin platform is "sky high."

Recent context: NVDA pulled back \~10-15% from late-2025 highs (now trading around \~$180-190 range after some volatility), amid broader tech sell-off fears on "AI capex bubble" concerns, competition (AMD, custom chips from hyperscalers), and high valuation debates. But fundamentals scream strength:

* Dominance in AI accelerators (\~90% market share in training/inference GPUs)
* Hyperscalers' insane spend (Amazon $200B, Alphabet $175-185B, Meta $115-135B, MSFT on pace \~$140-145B) directly benefits NVDA
* Upcoming earnings (late Feb 2026) expected to show continued explosive growth (analysts eyeing $65B+ Q4 guidance beat potential)
* Long-term tailwinds: AI factories scaling, software (Nvidia AI Enterprise), networking/DPUs all in-house

This is the ultimate "picks and shovels" play in the AI gold rush even if end-demand monetization lags for some customers, Nvidia gets paid upfront on the hardware buildout.

On the flip side, valuation is stretched (high forward P/E vs historical), and if AI hype cools or hyperscalers slow spend (execution slips, ROI questions), NVDA could face sharper downside. Recent dip reflects some nervousness same "bubble" talk we've seen across AI stocks.

**I see this pullback as a solid entry point.** I've been adding to my NVDA position on Bitget stock futures during the weakness. After rotating part of my Gold exposure (I took some profits on gold after its big pump) into big tech names late last year, I find NVDA offers compelling exposure right now: the undisputed leader in AI compute at a level where the massive $650B+ spend pipeline could drive serious upside, even if the market is cautious short-term.

Curious to hear your takes:

* Do you see NVDA as a very strong long-term winner from this AI CapEx tsunami, or do the valuation / bubble fears make you more cautious?
* Adding here on the dip, or waiting for more weakness (e.g., below $170)?
* Anyone else eyeing NVDA futures on Bitget or similar?
* Other names benefiting from the same theme (TSM, ASML, or even the hyperscalers themselves)?

Not financial advice just my view.