AI Pace
From AI race to AI pace. The words changed over a weekend. The spending did not move at all.
A frontier lab with the safety brand and rented everything else — compute, capital, and distribution.
| Dimension | MOATE | Community |
|---|---|---|
| Switching costsweight 15Claude Code — repo config, hooks, MCP servers, months of tuning — is real developer lock-in, stickier than a consumer chat habit. API-only customers can still swap with a config change. | 7 | — |
| Network effectsweight 15MCP is a modest developer ecosystem, not a flywheel. Value does not compound with more customers. | 3 | — |
| Scale & cost advantageweight 12$517 billion of compute is rented, not owned; no cost advantage over the hyperscalers it rents from. | 5 | — |
| Brand & pricing powerweight 12The safety brand plus frontier pricing power. Pace the Frontier made it the author of the slowdown. | 8 | — |
| Cornered resourceweight 12Frontier weights, research talent, and the Amazon and Google capital relationships. | 8 | — |
| Distribution controlweight 12Sold through Bedrock, Vertex, and the direct API — every pipe belongs to someone else. | 5 | — |
| Disruption resilienceweight 12At the frontier and cost-competitive; open-weight commoditization is the standing threat. | 7 | — |
| Independenceweight 10Amazon and Google for capital, xAI for compute on a 90-day termination, and an administration that blacklisted it. | 3 | — |
From AI race to AI pace. The words changed over a weekend. The spending did not move at all.
Question 1 of 8
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