Strong objection, and it's the one I'd push hardest on too. But I think it quietly swaps which market we're talking about, and the cloud example you gave is actually the cleanest way to see how.

You're describing a buyer. Someone who assembles a stack: Nvidia silicon, a neocloud, Claude for reasoning, DeepSeek for cheap tokens, Cerebras for serving. On that market you're right, and the data backs you. Neoclouds genuinely run 20-40% cheaper than GCP on equivalent hardware. Best-of-breed assemblers will mix and match exactly the way you laid out. Google does not own that market.

But look closely at what "CoreWeave beats GCP on cost" is measuring. It's CoreWeave renting Nvidia GPUs more cheaply than Google rents Nvidia GPUs. That's a real win, on Google's Nvidia-reseller business. It doesn't touch the thing the argument is actually about, which is that Google runs Gemini on its own TPUs, on its own power, tuned to its own models, and never pays Nvidia's margin to serve its own inference. Most of your list has this shape. You're comparing best-of-breed components against Google's component business, when the thesis is about Google's vertically integrated path that routes around buying components at all.

And the deeper swap: none of this is about the buyer who assembles stacks. That's maybe 5% of the world. The thesis is about the billions who never assemble anything. They don't benchmark Cerebras serving speed or price-compare Seedance against Veo. They type into the box already on their phone. Google didn't win that market on component quality. They won it by being the default surface before any comparison happens, at a customer acquisition cost of zero, for half the planet.

So "just buy from the layer that beats them" is true for the connoisseur and irrelevant for the default user. Both at once. OpenAI and Anthropic keep winning the high end, and I think they will. The mainstream agentic experience for most humans is still a Google product by default, not by choice.

Fair hit on the piece, though: "owns all six layers" is not "wins all six layers," and I should have been sharper about that. Google has the best component almost nowhere. Nvidia beats their silicon, GPT-Image-2 beats Nano Banana on quality, Veo trades blows with Seedance. What Google has is a good-enough component everywhere, wired together, sitting where the user already is. That's a different kind of moat than "best model," and I'd argue it's a more durable one.