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✦ Cloud, TPUs & AI InfrastructureNarrow moat
Alphabet (Google) (GOOGL) — the future bets
The TPU turned Google's third-place cloud into the only store selling a proven alternative to Nvidia — and Anthropic just ordered a million of them.
Google Cloud spent a decade as the also-ran — a distant third behind AWS and Azure, roughly an eighth of the market by the share trackers3 — and then the AI cycle handed it the one card the leaders do not hold. Revenue growth accelerated to 103 percent while the backlog swelled to $561 billion1, the fastest growth of any hyperscaler by a wide margin.
The card is the TPU. Google has designed its own AI silicon since 2015, and for years that read as an internal cost saving. In October 2025 it became a product: Anthropic contracted for up to one million TPUs and more than a gigawatt of capacity, a deal worth tens of billions2 — the first proof that a frontier lab will bet its training runs on non-Nvidia silicon at scale. Gemini itself trains on TPUs; the sales pitch is simply Google's own infrastructure, rented out.
The honest caveats: an eighth of the market is still an eighth, AWS and Azure hold the enterprise relationships, and every hyperscaler now builds custom chips — the TPU's edge is a head start, not a patent. But a third-place cloud growing at twice the leaders' pace, holding half a trillion in contracted work and the only proven Nvidia alternative an outsider can buy, is a different asset than the one the market filed away years ago. Watch the backlog: it nearly doubled in three months, and it converts to revenue on a schedule.
Widening from third place: 103% growth is the fastest of any hyperscaler, the backlog reached $561 billion with just over 55% of it due to convert inside two years, and the Anthropic TPU deal proved outside frontier labs will build on Google silicon at scale. The gap to AWS and Azure is still large, and closing.
The backlog grew from $514 billion a quarter earlier, and for the first time management said how fast it converts: just over 55% is expected to become revenue within twenty-four months. That turns a headline number into a schedule. Watch both halves - a backlog that keeps growing while the 24-month share falls is a promise being pushed further out.
Source: Alphabet Q3 2026 earnings call (reported) ↗- ReportedRevenue growth accelerated to 103 percent while the backlog swelled to $561 billion, the fastest growth of any hyperscaler by a wide margin.Alphabet Q3 2026 earnings call highlights (MarketBeat via Yahoo Finance, Oct 29, 2026) - Google Cloud operating margin 36.2% against 23.7% a year earlier; cloud backlog $561 billion with just over 55% expected to be recognised as revenue over the next 24 months; 2026 capital-spending guidance maintained at $195-205 billion and capital expenditures expected to increase significantly in 2027; lower monetization in AI Mode affected Search growth during the quarter; Gemini app at 1 billion users; 18 Cloud product lines above $1 billion of annual revenue — Q3 2026 earnings call, Oct 28, 2026 · publ. Oct 29, 2026 · source ↗
- ReportedUp to 1M TPUs / >1GW for Anthropic — tens of billions (Oct 2025).Google Cloud / Anthropic — agreement expanding Anthropic's use of Google Cloud TPUs: up to 1 million TPUs, over 1 GW of capacity, valued in the tens of billions (Oct 23, 2025) — Oct 2025 · publ. Oct 23, 2025 · source ↗
- Third-party estimateGoogle Cloud holds roughly an eighth of the cloud market (share trackers).Synergy Research / Canalys — cloud-infrastructure market share (AWS ~30%, Azure ~25%, Google Cloud ~11%) — Recent quarters · publ. 2025–2026 · source ↗
- Alphabet Form 10-K filings — Business & Risk Factors (SEC EDGAR)
- Alphabet investor relations — earnings & filings (abc.xyz)